diff --git a/extras/jetson/RESULTS.md b/extras/jetson/RESULTS.md index 45e26bb..5cc9988 100644 --- a/extras/jetson/RESULTS.md +++ b/extras/jetson/RESULTS.md @@ -7,25 +7,26 @@ Results of the model in various experiments on different datasets. \ ```json { - "img_loading": 0.0342574, - "avg_time_2d": 0.0191282, - "avg_time_3d": 0.000285512, - "fps": 51.51 + "img_loading": 0.0302911, + "demosaicing": 0.000570007, + "avg_time_2d": 0.0180209, + "avg_time_3d": 0.00029154, + "fps": 52.9592 } { "triangulator_calls": 600, - "init_time": 1.45132e-05, - "undistort_time": 3.91272e-05, - "project_time": 4.18648e-08, - "match_time": 4.42098e-08, - "pairs_time": 3.36173e-05, - "pair_scoring_time": 7.06038e-05, - "grouping_time": 4.52551e-06, - "full_time": 6.50399e-05, - "merge_time": 1.1182e-05, - "post_time": 1.5184e-05, - "convert_time": 4.0527e-07, - "total_time": 0.000254829 + "init_time": 1.31702e-05, + "undistort_time": 3.35358e-05, + "project_time": 4.39448e-08, + "match_time": 4.45331e-08, + "pairs_time": 3.02298e-05, + "pair_scoring_time": 8.16463e-05, + "grouping_time": 4.44404e-06, + "full_time": 7.4344e-05, + "merge_time": 1.16605e-05, + "post_time": 1.55682e-05, + "convert_time": 4.54592e-07, + "total_time": 0.000265673 } { "person_nums": { @@ -44,37 +45,37 @@ Results of the model in various experiments on different datasets. \ }, "mpjpe": { "count": 600, - "mean": 0.061528, - "median": 0.053105, - "std": 0.028823, + "mean": 0.061537, + "median": 0.053093, + "std": 0.028824, "sem": 0.001178, "min": 0.036321, "max": 0.186535, "recall-0.025": 0.0, - "recall-0.05": 0.323333, + "recall-0.05": 0.325, "recall-0.1": 0.933333, "recall-0.15": 0.95, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600, "ap-0.025": 0.0, - "ap-0.05": 0.17148, - "ap-0.1": 0.885051, - "ap-0.15": 0.912095, + "ap-0.05": 0.171448, + "ap-0.1": 0.885189, + "ap-0.15": 0.912151, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "nose": { "count": 600, - "mean": 0.107804, - "median": 0.095215, - "std": 0.03784, - "sem": 0.001546, + "mean": 0.107783, + "median": 0.095113, + "std": 0.037814, + "sem": 0.001545, "min": 0.026628, "max": 0.246024, "recall-0.025": 0.0, "recall-0.05": 0.023333, - "recall-0.1": 0.566667, + "recall-0.1": 0.568333, "recall-0.15": 0.871667, "recall-0.25": 1.0, "recall-0.5": 1.0, @@ -82,14 +83,14 @@ Results of the model in various experiments on different datasets. \ }, "shoulder_left": { "count": 600, - "mean": 0.035809, - "median": 0.026225, - "std": 0.033892, - "sem": 0.001385, + "mean": 0.035778, + "median": 0.026351, + "std": 0.033883, + "sem": 0.001384, "min": 0.001365, "max": 0.170129, "recall-0.025": 0.471667, - "recall-0.05": 0.818333, + "recall-0.05": 0.82, "recall-0.1": 0.946667, "recall-0.15": 0.961667, "recall-0.25": 1.0, @@ -98,30 +99,30 @@ Results of the model in various experiments on different datasets. \ }, "shoulder_right": { "count": 600, - "mean": 0.044851, - "median": 0.032717, - "std": 0.03965, - "sem": 0.00162, + "mean": 0.045098, + "median": 0.032747, + "std": 0.040094, + "sem": 0.001638, "min": 0.004574, "max": 0.211014, "recall-0.025": 0.313333, - "recall-0.05": 0.776667, - "recall-0.1": 0.911667, - "recall-0.15": 0.946667, + "recall-0.05": 0.775, + "recall-0.1": 0.91, + "recall-0.15": 0.945, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "elbow_left": { "count": 600, - "mean": 0.045214, - "median": 0.035623, - "std": 0.036095, - "sem": 0.001475, + "mean": 0.045164, + "median": 0.035602, + "std": 0.036153, + "sem": 0.001477, "min": 0.00296, "max": 0.192319, "recall-0.025": 0.25, - "recall-0.05": 0.776667, + "recall-0.05": 0.778333, "recall-0.1": 0.931667, "recall-0.15": 0.953333, "recall-0.25": 1.0, @@ -130,13 +131,13 @@ Results of the model in various experiments on different datasets. \ }, "elbow_right": { "count": 600, - "mean": 0.043301, - "median": 0.031516, - "std": 0.03664, + "mean": 0.043291, + "median": 0.031451, + "std": 0.036641, "sem": 0.001497, "min": 0.004823, "max": 0.282918, - "recall-0.025": 0.263333, + "recall-0.025": 0.261667, "recall-0.05": 0.811667, "recall-0.1": 0.925, "recall-0.15": 0.943333, @@ -146,13 +147,13 @@ Results of the model in various experiments on different datasets. \ }, "wrist_left": { "count": 600, - "mean": 0.041557, - "median": 0.024995, - "std": 0.045514, - "sem": 0.00186, + "mean": 0.041512, + "median": 0.024831, + "std": 0.045536, + "sem": 0.001861, "min": 0.001332, "max": 0.318702, - "recall-0.025": 0.5, + "recall-0.025": 0.501667, "recall-0.05": 0.75, "recall-0.1": 0.893333, "recall-0.15": 0.943333, @@ -162,14 +163,14 @@ Results of the model in various experiments on different datasets. \ }, "wrist_right": { "count": 599, - "mean": 0.046718, - "median": 0.028549, - "std": 0.053068, + "mean": 0.046836, + "median": 0.028577, + "std": 0.053077, "sem": 0.00217, "min": 0.002781, "max": 0.461978, - "recall-0.025": 0.443333, - "recall-0.05": 0.763333, + "recall-0.025": 0.441667, + "recall-0.05": 0.758333, "recall-0.1": 0.883333, "recall-0.15": 0.906667, "recall-0.25": 0.986667, @@ -178,15 +179,15 @@ Results of the model in various experiments on different datasets. \ }, "hip_left": { "count": 600, - "mean": 0.068465, - "median": 0.057404, - "std": 0.035629, + "mean": 0.068301, + "median": 0.057275, + "std": 0.035635, "sem": 0.001456, "min": 0.024328, "max": 0.217183, "recall-0.025": 0.001667, - "recall-0.05": 0.253333, - "recall-0.1": 0.886667, + "recall-0.05": 0.26, + "recall-0.1": 0.888333, "recall-0.15": 0.946667, "recall-0.25": 1.0, "recall-0.5": 1.0, @@ -194,15 +195,15 @@ Results of the model in various experiments on different datasets. \ }, "hip_right": { "count": 600, - "mean": 0.085129, + "mean": 0.085136, "median": 0.081728, - "std": 0.028927, + "std": 0.02892, "sem": 0.001182, "min": 0.016843, "max": 0.209943, "recall-0.025": 0.015, "recall-0.05": 0.063333, - "recall-0.1": 0.873333, + "recall-0.1": 0.871667, "recall-0.15": 0.95, "recall-0.25": 1.0, "recall-0.5": 1.0, @@ -210,14 +211,14 @@ Results of the model in various experiments on different datasets. \ }, "knee_left": { "count": 600, - "mean": 0.058233, + "mean": 0.058184, "median": 0.043165, - "std": 0.060661, + "std": 0.060663, "sem": 0.002479, "min": 0.016292, "max": 0.485495, "recall-0.025": 0.081667, - "recall-0.05": 0.683333, + "recall-0.05": 0.686667, "recall-0.1": 0.913333, "recall-0.15": 0.921667, "recall-0.25": 0.981667, @@ -226,10 +227,10 @@ Results of the model in various experiments on different datasets. \ }, "knee_right": { "count": 600, - "mean": 0.046531, - "median": 0.034435, - "std": 0.040745, - "sem": 0.001665, + "mean": 0.04663, + "median": 0.03443, + "std": 0.040785, + "sem": 0.001666, "min": 0.010466, "max": 0.306815, "recall-0.025": 0.11, @@ -242,9 +243,9 @@ Results of the model in various experiments on different datasets. \ }, "ankle_left": { "count": 595, - "mean": 0.08901, + "mean": 0.089028, "median": 0.082242, - "std": 0.032861, + "std": 0.032847, "sem": 0.001348, "min": 0.046121, "max": 0.451095, @@ -258,9 +259,9 @@ Results of the model in various experiments on different datasets. \ }, "ankle_right": { "count": 599, - "mean": 0.081515, - "median": 0.066829, - "std": 0.051696, + "mean": 0.08151, + "median": 0.066825, + "std": 0.051699, "sem": 0.002114, "min": 0.028852, "max": 0.395517, @@ -274,18 +275,18 @@ Results of the model in various experiments on different datasets. \ }, "joint_recalls": { "num_labels": 7800, - "recall-0.025": 0.18808, - "recall-0.05": 0.505, - "recall-0.1": 0.87795, - "recall-0.15": 0.93333, + "recall-0.025": 0.18821, + "recall-0.05": 0.50564, + "recall-0.1": 0.87782, + "recall-0.15": 0.93321, "recall-0.25": 0.99346, "recall-0.5": 0.99885 } } { "total_parts": 8400, - "correct_parts": 8125, - "pcp": 0.967262 + "correct_parts": 8124, + "pcp": 0.967143 } ``` @@ -293,74 +294,75 @@ Results of the model in various experiments on different datasets. \ ```json { - "img_loading": 0.0785831, - "avg_time_2d": 0.0404525, - "avg_time_3d": 0.00126554, - "fps": 23.9704 + "img_loading": 0.0612844, + "demosaicing": 0.000536485, + "avg_time_2d": 0.0388264, + "avg_time_3d": 0.00134794, + "fps": 24.5635 } { "triangulator_calls": 301, - "init_time": 1.91998e-05, - "undistort_time": 0.000115129, - "project_time": 0.000137981, - "match_time": 0.000131471, - "pairs_time": 0.000116419, - "pair_scoring_time": 0.000273513, - "grouping_time": 2.37856e-05, - "full_time": 0.000238893, - "merge_time": 6.02346e-05, - "post_time": 2.70387e-05, - "convert_time": 8.76502e-07, - "total_time": 0.00114508 + "init_time": 1.88181e-05, + "undistort_time": 0.000133957, + "project_time": 0.000168498, + "match_time": 0.000152256, + "pairs_time": 0.000121009, + "pair_scoring_time": 0.000280996, + "grouping_time": 2.16324e-05, + "full_time": 0.000260469, + "merge_time": 7.56238e-05, + "post_time": 2.67297e-05, + "convert_time": 9.14804e-07, + "total_time": 0.00126144 } { "person_nums": { "total_frames": 301, "total_labels": 477, - "total_preds": 846, + "total_preds": 840, "considered_empty": 0, "valid_preds": 477, - "invalid_preds": 369, + "invalid_preds": 363, "missing": 0, - "invalid_fraction": 0.43617, - "precision": 0.56383, + "invalid_fraction": 0.43214, + "precision": 0.56786, "recall": 1.0, - "f1": 0.72109, - "non_empty": 846 + "f1": 0.72437, + "non_empty": 840 }, "mpjpe": { "count": 477, - "mean": 0.048053, + "mean": 0.048051, "median": 0.042925, - "std": 0.014919, - "sem": 0.000684, - "min": 0.030316, + "std": 0.015, + "sem": 0.000688, + "min": 0.030243, "max": 0.127538, "recall-0.025": 0.0, - "recall-0.05": 0.691824, - "recall-0.1": 0.987421, + "recall-0.05": 0.687631, + "recall-0.1": 0.985325, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477, "ap-0.025": 0.0, - "ap-0.05": 0.384039, - "ap-0.1": 0.73051, - "ap-0.15": 0.74458, - "ap-0.25": 0.74458, - "ap-0.5": 0.74458 + "ap-0.05": 0.380272, + "ap-0.1": 0.730787, + "ap-0.15": 0.745782, + "ap-0.25": 0.745782, + "ap-0.5": 0.745782 }, "head": { "count": 477, - "mean": 0.053989, + "mean": 0.054003, "median": 0.050508, - "std": 0.02435, - "sem": 0.001116, + "std": 0.024542, + "sem": 0.001125, "min": 0.005008, "max": 0.184738, - "recall-0.025": 0.083857, - "recall-0.05": 0.492662, - "recall-0.1": 0.9413, + "recall-0.025": 0.08805, + "recall-0.05": 0.490566, + "recall-0.1": 0.937107, "recall-0.15": 0.995807, "recall-0.25": 1.0, "recall-0.5": 1.0, @@ -368,14 +370,14 @@ Results of the model in various experiments on different datasets. \ }, "shoulder_left": { "count": 477, - "mean": 0.042492, + "mean": 0.042374, "median": 0.03748, - "std": 0.020389, - "sem": 0.000935, + "std": 0.020334, + "sem": 0.000932, "min": 0.003386, "max": 0.136857, - "recall-0.025": 0.167715, - "recall-0.05": 0.721174, + "recall-0.025": 0.165618, + "recall-0.05": 0.725367, "recall-0.1": 0.991614, "recall-0.15": 1.0, "recall-0.25": 1.0, @@ -384,15 +386,15 @@ Results of the model in various experiments on different datasets. \ }, "shoulder_right": { "count": 477, - "mean": 0.049854, - "median": 0.046609, - "std": 0.023042, - "sem": 0.001056, + "mean": 0.049532, + "median": 0.046248, + "std": 0.023075, + "sem": 0.001058, "min": 0.00538, "max": 0.1479, "recall-0.025": 0.102725, "recall-0.05": 0.54717, - "recall-0.1": 0.955975, + "recall-0.1": 0.958071, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, @@ -400,15 +402,15 @@ Results of the model in various experiments on different datasets. \ }, "elbow_left": { "count": 477, - "mean": 0.040846, - "median": 0.032231, - "std": 0.02937, - "sem": 0.001346, + "mean": 0.040861, + "median": 0.032345, + "std": 0.029319, + "sem": 0.001344, "min": 0.003899, "max": 0.326622, - "recall-0.025": 0.29979, - "recall-0.05": 0.754717, - "recall-0.1": 0.951782, + "recall-0.025": 0.30608, + "recall-0.05": 0.750524, + "recall-0.1": 0.953878, "recall-0.15": 0.997904, "recall-0.25": 0.997904, "recall-0.5": 1.0, @@ -416,15 +418,15 @@ Results of the model in various experiments on different datasets. \ }, "elbow_right": { "count": 477, - "mean": 0.05353, - "median": 0.045193, - "std": 0.0412, - "sem": 0.001888, + "mean": 0.053638, + "median": 0.045633, + "std": 0.041535, + "sem": 0.001904, "min": 0.002659, "max": 0.240424, - "recall-0.025": 0.266247, - "recall-0.05": 0.559748, - "recall-0.1": 0.897275, + "recall-0.025": 0.264151, + "recall-0.05": 0.557652, + "recall-0.1": 0.899371, "recall-0.15": 0.953878, "recall-0.25": 1.0, "recall-0.5": 1.0, @@ -432,31 +434,31 @@ Results of the model in various experiments on different datasets. \ }, "wrist_left": { "count": 477, - "mean": 0.060767, - "median": 0.054348, - "std": 0.040627, - "sem": 0.001862, + "mean": 0.060766, + "median": 0.054199, + "std": 0.040459, + "sem": 0.001854, "min": 0.002997, "max": 0.314436, "recall-0.025": 0.129979, - "recall-0.05": 0.398323, - "recall-0.1": 0.903564, - "recall-0.15": 0.958071, + "recall-0.05": 0.402516, + "recall-0.1": 0.901468, + "recall-0.15": 0.960168, "recall-0.25": 0.987421, "recall-0.5": 1.0, "num_labels": 477 }, "wrist_right": { "count": 477, - "mean": 0.059355, - "median": 0.054084, - "std": 0.033183, - "sem": 0.001521, - "min": 0.00779, + "mean": 0.059583, + "median": 0.054431, + "std": 0.033752, + "sem": 0.001547, + "min": 0.005761, "max": 0.370076, - "recall-0.025": 0.113208, - "recall-0.05": 0.427673, - "recall-0.1": 0.895178, + "recall-0.025": 0.1174, + "recall-0.05": 0.421384, + "recall-0.1": 0.890985, "recall-0.15": 0.979036, "recall-0.25": 0.997904, "recall-0.5": 1.0, @@ -464,13 +466,13 @@ Results of the model in various experiments on different datasets. \ }, "hip_left": { "count": 477, - "mean": 0.04787, + "mean": 0.047851, "median": 0.042247, - "std": 0.026144, - "sem": 0.001198, + "std": 0.026072, + "sem": 0.001195, "min": 0.008137, "max": 0.144228, - "recall-0.025": 0.184486, + "recall-0.025": 0.186583, "recall-0.05": 0.620545, "recall-0.1": 0.953878, "recall-0.15": 1.0, @@ -480,15 +482,15 @@ Results of the model in various experiments on different datasets. \ }, "hip_right": { "count": 477, - "mean": 0.058046, - "median": 0.057109, - "std": 0.023584, - "sem": 0.001081, - "min": 0.00411, + "mean": 0.058181, + "median": 0.056757, + "std": 0.023981, + "sem": 0.001099, + "min": 0.004709, "max": 0.13267, "recall-0.025": 0.09434, "recall-0.05": 0.400419, - "recall-0.1": 0.945493, + "recall-0.1": 0.9413, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, @@ -496,14 +498,14 @@ Results of the model in various experiments on different datasets. \ }, "knee_left": { "count": 477, - "mean": 0.040469, - "median": 0.03773, - "std": 0.024313, - "sem": 0.001114, - "min": 0.004536, + "mean": 0.04036, + "median": 0.037903, + "std": 0.024338, + "sem": 0.001116, + "min": 0.00511, "max": 0.192478, - "recall-0.025": 0.24109, - "recall-0.05": 0.746331, + "recall-0.025": 0.247379, + "recall-0.05": 0.748428, "recall-0.1": 0.974843, "recall-0.15": 0.989518, "recall-0.25": 1.0, @@ -512,15 +514,15 @@ Results of the model in various experiments on different datasets. \ }, "knee_right": { "count": 477, - "mean": 0.040311, - "median": 0.036374, - "std": 0.024063, - "sem": 0.001103, + "mean": 0.040299, + "median": 0.036415, + "std": 0.024044, + "sem": 0.001102, "min": 0.005617, "max": 0.185761, - "recall-0.025": 0.314465, + "recall-0.025": 0.312369, "recall-0.05": 0.702306, - "recall-0.1": 0.976939, + "recall-0.1": 0.972746, "recall-0.15": 0.995807, "recall-0.25": 1.0, "recall-0.5": 1.0, @@ -528,14 +530,14 @@ Results of the model in various experiments on different datasets. \ }, "ankle_left": { "count": 477, - "mean": 0.036229, - "median": 0.02751, - "std": 0.03096, + "mean": 0.036315, + "median": 0.027591, + "std": 0.030956, "sem": 0.001419, "min": 0.004239, "max": 0.222654, "recall-0.025": 0.42348, - "recall-0.05": 0.819706, + "recall-0.05": 0.81761, "recall-0.1": 0.943396, "recall-0.15": 0.983229, "recall-0.25": 1.0, @@ -544,14 +546,14 @@ Results of the model in various experiments on different datasets. \ }, "ankle_right": { "count": 477, - "mean": 0.040924, - "median": 0.030993, - "std": 0.037966, - "sem": 0.00174, + "mean": 0.040904, + "median": 0.030927, + "std": 0.037998, + "sem": 0.001742, "min": 0.000912, "max": 0.286386, "recall-0.025": 0.303983, - "recall-0.05": 0.811321, + "recall-0.05": 0.809224, "recall-0.1": 0.930818, "recall-0.15": 0.968553, "recall-0.25": 0.995807, @@ -560,18 +562,18 @@ Results of the model in various experiments on different datasets. \ }, "joint_recalls": { "num_labels": 6201, - "recall-0.025": 0.20803, - "recall-0.05": 0.61426, - "recall-0.1": 0.94243, - "recall-0.15": 0.98549, + "recall-0.025": 0.20964, + "recall-0.05": 0.61377, + "recall-0.1": 0.94098, + "recall-0.15": 0.98581, "recall-0.25": 0.99806, "recall-0.5": 1.0 } } { "total_parts": 6678, - "correct_parts": 6612, - "pcp": 0.990117 + "correct_parts": 6613, + "pcp": 0.990267 } ``` @@ -579,74 +581,75 @@ Results of the model in various experiments on different datasets. \ ```json { - "img_loading": 0.0839426, - "avg_time_2d": 0.0584538, - "avg_time_3d": 0.00197332, - "fps": 16.5489 + "img_loading": 0.0809652, + "demosaicing": 0.00131168, + "avg_time_2d": 0.0432408, + "avg_time_3d": 0.00153386, + "fps": 21.6984 } { "triangulator_calls": 420, - "init_time": 2.6119e-05, - "undistort_time": 9.24304e-05, - "project_time": 6.01094e-08, - "match_time": 4.79975e-08, - "pairs_time": 0.000163411, - "pair_scoring_time": 0.00105603, - "grouping_time": 0.000145171, - "full_time": 0.000276877, - "merge_time": 5.63099e-05, - "post_time": 2.89766e-05, - "convert_time": 1.36306e-06, - "total_time": 0.00184748 + "init_time": 1.89957e-05, + "undistort_time": 6.6474e-05, + "project_time": 5.34856e-08, + "match_time": 5.50832e-08, + "pairs_time": 0.000124955, + "pair_scoring_time": 0.000867192, + "grouping_time": 0.000110289, + "full_time": 0.000208685, + "merge_time": 1.98679e-05, + "post_time": 2.78733e-05, + "convert_time": 1.45161e-06, + "total_time": 0.00144644 } { "person_nums": { "total_frames": 420, "total_labels": 1466, - "total_preds": 1603, + "total_preds": 1601, "considered_empty": 0, "valid_preds": 1462, - "invalid_preds": 141, + "invalid_preds": 139, "missing": 4, - "invalid_fraction": 0.08796, - "precision": 0.91204, + "invalid_fraction": 0.08682, + "precision": 0.91318, "recall": 0.99727, - "f1": 0.95275, - "non_empty": 1603 + "f1": 0.95337, + "non_empty": 1601 }, "mpjpe": { "count": 1462, - "mean": 0.034981, - "median": 0.031055, - "std": 0.016678, - "sem": 0.000436, - "min": 0.010964, + "mean": 0.034119, + "median": 0.030432, + "std": 0.016477, + "sem": 0.000431, + "min": 0.010994, "max": 0.17508, - "recall-0.025": 0.299454, - "recall-0.05": 0.841746, - "recall-0.1": 0.992497, - "recall-0.15": 0.995907, + "recall-0.025": 0.317872, + "recall-0.05": 0.863574, + "recall-0.1": 0.989768, + "recall-0.15": 0.996589, "recall-0.25": 0.997271, "recall-0.5": 0.997271, "num_labels": 1466, - "ap-0.025": 0.155164, - "ap-0.05": 0.770059, - "ap-0.1": 0.976266, - "ap-0.15": 0.983127, - "ap-0.25": 0.986247, - "ap-0.5": 0.986247 + "ap-0.025": 0.174614, + "ap-0.05": 0.813739, + "ap-0.1": 0.974544, + "ap-0.15": 0.984816, + "ap-0.25": 0.985971, + "ap-0.5": 0.985971 }, "nose": { "count": 1461, - "mean": 0.015025, - "median": 0.01129, - "std": 0.017594, - "sem": 0.00046, + "mean": 0.01531, + "median": 0.011586, + "std": 0.017341, + "sem": 0.000454, "min": 0.001853, - "max": 0.275169, - "recall-0.025": 0.917293, - "recall-0.05": 0.969241, - "recall-0.1": 0.992481, + "max": 0.275437, + "recall-0.025": 0.910458, + "recall-0.05": 0.966507, + "recall-0.1": 0.993848, "recall-0.15": 0.995899, "recall-0.25": 0.996582, "recall-0.5": 0.998633, @@ -654,14 +657,14 @@ Results of the model in various experiments on different datasets. \ }, "shoulder_left": { "count": 1462, - "mean": 0.016623, - "median": 0.014519, - "std": 0.010639, - "sem": 0.000278, - "min": 0.001557, - "max": 0.100918, - "recall-0.025": 0.843111, - "recall-0.05": 0.985675, + "mean": 0.016495, + "median": 0.014443, + "std": 0.010669, + "sem": 0.000279, + "min": 0.001415, + "max": 0.105407, + "recall-0.025": 0.849932, + "recall-0.05": 0.984311, "recall-0.1": 0.996589, "recall-0.15": 0.997271, "recall-0.25": 0.997271, @@ -670,14 +673,14 @@ Results of the model in various experiments on different datasets. \ }, "shoulder_right": { "count": 1461, - "mean": 0.01663, - "median": 0.014348, - "std": 0.011206, - "sem": 0.000293, - "min": 0.000751, + "mean": 0.016905, + "median": 0.014533, + "std": 0.011912, + "sem": 0.000312, + "min": 0.000982, "max": 0.152125, - "recall-0.025": 0.840956, - "recall-0.05": 0.984983, + "recall-0.025": 0.838908, + "recall-0.05": 0.978157, "recall-0.1": 0.996587, "recall-0.15": 0.996587, "recall-0.25": 0.99727, @@ -686,15 +689,15 @@ Results of the model in various experiments on different datasets. \ }, "elbow_left": { "count": 1461, - "mean": 0.023401, - "median": 0.016597, - "std": 0.022705, - "sem": 0.000594, - "min": 0.000894, + "mean": 0.023044, + "median": 0.016485, + "std": 0.021895, + "sem": 0.000573, + "min": 0.001769, "max": 0.212038, - "recall-0.025": 0.725597, - "recall-0.05": 0.905119, - "recall-0.1": 0.98157, + "recall-0.025": 0.72901, + "recall-0.05": 0.911263, + "recall-0.1": 0.986348, "recall-0.15": 0.993857, "recall-0.25": 0.99727, "recall-0.5": 0.99727, @@ -702,14 +705,14 @@ Results of the model in various experiments on different datasets. \ }, "elbow_right": { "count": 1461, - "mean": 0.020471, - "median": 0.015998, - "std": 0.015371, - "sem": 0.000402, - "min": 0.000892, + "mean": 0.02074, + "median": 0.015976, + "std": 0.015874, + "sem": 0.000415, + "min": 0.001349, "max": 0.166452, - "recall-0.025": 0.784005, - "recall-0.05": 0.93985, + "recall-0.025": 0.782638, + "recall-0.05": 0.934381, "recall-0.1": 0.996582, "recall-0.15": 0.997949, "recall-0.25": 0.998633, @@ -718,146 +721,146 @@ Results of the model in various experiments on different datasets. \ }, "wrist_left": { "count": 1432, - "mean": 0.036167, - "median": 0.016317, - "std": 0.058075, - "sem": 0.001535, + "mean": 0.035816, + "median": 0.016935, + "std": 0.057038, + "sem": 0.001508, "min": 0.000818, "max": 0.457564, - "recall-0.025": 0.68689, - "recall-0.05": 0.847978, - "recall-0.1": 0.903766, - "recall-0.15": 0.953278, - "recall-0.25": 0.974198, + "recall-0.025": 0.665969, + "recall-0.05": 0.845886, + "recall-0.1": 0.908647, + "recall-0.15": 0.958159, + "recall-0.25": 0.974895, "recall-0.5": 0.998605, "num_labels": 1434 }, "wrist_right": { "count": 1455, - "mean": 0.02501, - "median": 0.016009, - "std": 0.030848, - "sem": 0.000809, + "mean": 0.024382, + "median": 0.016197, + "std": 0.0271, + "sem": 0.000711, "min": 0.001026, - "max": 0.289014, - "recall-0.025": 0.705357, - "recall-0.05": 0.901099, - "recall-0.1": 0.971841, - "recall-0.15": 0.986264, - "recall-0.25": 0.994505, + "max": 0.295439, + "recall-0.025": 0.710165, + "recall-0.05": 0.902473, + "recall-0.1": 0.975275, + "recall-0.15": 0.991758, + "recall-0.25": 0.996566, "recall-0.5": 0.999313, "num_labels": 1456 }, "hip_left": { "count": 1461, - "mean": 0.036319, - "median": 0.031691, - "std": 0.021971, - "sem": 0.000575, - "min": 0.000673, - "max": 0.223114, - "recall-0.025": 0.32628, - "recall-0.05": 0.813652, - "recall-0.1": 0.9843, - "recall-0.15": 0.993174, + "mean": 0.035635, + "median": 0.031755, + "std": 0.020703, + "sem": 0.000542, + "min": 0.001983, + "max": 0.181643, + "recall-0.025": 0.329693, + "recall-0.05": 0.827986, + "recall-0.1": 0.989078, + "recall-0.15": 0.994539, "recall-0.25": 0.99727, "recall-0.5": 0.99727, "num_labels": 1465 }, "hip_right": { "count": 1462, - "mean": 0.039558, - "median": 0.032541, - "std": 0.032576, - "sem": 0.000852, - "min": 0.003091, + "mean": 0.038914, + "median": 0.032744, + "std": 0.029234, + "sem": 0.000765, + "min": 0.004398, "max": 0.466214, - "recall-0.025": 0.326739, - "recall-0.05": 0.79809, - "recall-0.1": 0.957708, - "recall-0.15": 0.989768, - "recall-0.25": 0.994543, + "recall-0.025": 0.314461, + "recall-0.05": 0.793315, + "recall-0.1": 0.964529, + "recall-0.15": 0.99045, + "recall-0.25": 0.995225, "recall-0.5": 0.997271, "num_labels": 1466 }, "knee_left": { "count": 1461, - "mean": 0.041537, - "median": 0.034438, - "std": 0.039106, - "sem": 0.001023, + "mean": 0.040286, + "median": 0.032971, + "std": 0.036376, + "sem": 0.000952, "min": 0.004038, "max": 0.472281, - "recall-0.025": 0.27372, - "recall-0.05": 0.782935, - "recall-0.1": 0.959727, - "recall-0.15": 0.982253, - "recall-0.25": 0.988396, + "recall-0.025": 0.283276, + "recall-0.05": 0.783618, + "recall-0.1": 0.958362, + "recall-0.15": 0.985666, + "recall-0.25": 0.989078, "recall-0.5": 0.99727, "num_labels": 1465 }, "knee_right": { - "count": 1454, - "mean": 0.039732, - "median": 0.031766, - "std": 0.030497, - "sem": 0.0008, - "min": 0.002426, - "max": 0.369024, - "recall-0.025": 0.332419, - "recall-0.05": 0.735435, - "recall-0.1": 0.962988, - "recall-0.15": 0.989034, - "recall-0.25": 0.993146, - "recall-0.5": 0.996573, + "count": 1455, + "mean": 0.039309, + "median": 0.031491, + "std": 0.029997, + "sem": 0.000787, + "min": 0.004296, + "max": 0.297056, + "recall-0.025": 0.345442, + "recall-0.05": 0.744345, + "recall-0.1": 0.961618, + "recall-0.15": 0.989719, + "recall-0.25": 0.994517, + "recall-0.5": 0.997258, "num_labels": 1459 }, "ankle_left": { "count": 1457, - "mean": 0.070074, - "median": 0.036118, - "std": 0.081809, - "sem": 0.002144, - "min": 0.003395, - "max": 0.448722, - "recall-0.025": 0.336295, - "recall-0.05": 0.616541, - "recall-0.1": 0.789474, - "recall-0.15": 0.86056, - "recall-0.25": 0.947368, + "mean": 0.065144, + "median": 0.035557, + "std": 0.07336, + "sem": 0.001923, + "min": 0.003365, + "max": 0.494148, + "recall-0.025": 0.336979, + "recall-0.05": 0.622693, + "recall-0.1": 0.807929, + "recall-0.15": 0.880383, + "recall-0.25": 0.957621, "recall-0.5": 0.995899, "num_labels": 1463 }, "ankle_right": { - "count": 1452, - "mean": 0.070754, - "median": 0.03316, - "std": 0.093813, - "sem": 0.002463, - "min": 0.001172, - "max": 0.470014, - "recall-0.025": 0.349315, - "recall-0.05": 0.676712, - "recall-0.1": 0.806164, - "recall-0.15": 0.856849, - "recall-0.25": 0.920548, - "recall-0.5": 0.994521, + "count": 1446, + "mean": 0.066378, + "median": 0.032912, + "std": 0.087727, + "sem": 0.002308, + "min": 0.00096, + "max": 0.494495, + "recall-0.025": 0.347945, + "recall-0.05": 0.678082, + "recall-0.1": 0.822603, + "recall-0.15": 0.865753, + "recall-0.25": 0.926712, + "recall-0.5": 0.990411, "num_labels": 1460 }, "joint_recalls": { "num_labels": 18990, - "recall-0.025": 0.5723, - "recall-0.05": 0.8425, - "recall-0.1": 0.94581, - "recall-0.15": 0.96835, - "recall-0.25": 0.98415, - "recall-0.5": 0.99716 + "recall-0.025": 0.5722, + "recall-0.05": 0.84371, + "recall-0.1": 0.95029, + "recall-0.15": 0.97183, + "recall-0.25": 0.98573, + "recall-0.5": 0.99684 } } { "total_parts": 20444, - "correct_parts": 20126, - "pcp": 0.984445 + "correct_parts": 20156, + "pcp": 0.985913 } ``` @@ -867,25 +870,26 @@ Results of the model in various experiments on different datasets. \ ```json { - "img_loading": 0.0400008, - "avg_time_2d": 0.01979, - "avg_time_3d": 0.000363116, - "fps": 49.6202 + "img_loading": 0.0379889, + "demosaicing": 0.000576837, + "avg_time_2d": 0.0182222, + "avg_time_3d": 0.000338074, + "fps": 52.2544 } { "triangulator_calls": 200, - "init_time": 1.21408e-05, - "undistort_time": 7.16068e-05, - "project_time": 4.383e-08, - "match_time": 4.2875e-08, - "pairs_time": 3.16908e-05, - "pair_scoring_time": 8.60715e-05, - "grouping_time": 4.5394e-06, - "full_time": 7.9356e-05, - "merge_time": 1.16875e-05, - "post_time": 1.73255e-05, - "convert_time": 3.4991e-07, - "total_time": 0.000315377 + "init_time": 1.21455e-05, + "undistort_time": 6.8789e-05, + "project_time": 4.144e-08, + "match_time": 4.87949e-08, + "pairs_time": 4.16379e-05, + "pair_scoring_time": 8.42647e-05, + "grouping_time": 4.54562e-06, + "full_time": 7.62813e-05, + "merge_time": 1.15934e-05, + "post_time": 1.73226e-05, + "convert_time": 3.78715e-07, + "total_time": 0.000317575 } { "person_nums": { @@ -904,20 +908,20 @@ Results of the model in various experiments on different datasets. \ }, "mpjpe": { "count": 200, - "mean": 0.023565, - "median": 0.021741, - "std": 0.010774, + "mean": 0.023491, + "median": 0.021565, + "std": 0.010773, "sem": 0.000764, "min": 0.01127, "max": 0.09407, - "recall-0.025": 0.665, + "recall-0.025": 0.67, "recall-0.05": 0.975, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200, - "ap-0.025": 0.574797, + "ap-0.025": 0.580504, "ap-0.05": 0.974203, "ap-0.1": 1.0, "ap-0.15": 1.0, @@ -926,15 +930,15 @@ Results of the model in various experiments on different datasets. \ }, "nose": { "count": 200, - "mean": 0.040915, - "median": 0.030513, - "std": 0.036284, - "sem": 0.002572, + "mean": 0.04087, + "median": 0.030654, + "std": 0.036061, + "sem": 0.002556, "min": 0.004272, "max": 0.257783, - "recall-0.025": 0.41, - "recall-0.05": 0.775, - "recall-0.1": 0.945, + "recall-0.025": 0.415, + "recall-0.05": 0.77, + "recall-0.1": 0.94, "recall-0.15": 0.98, "recall-0.25": 0.995, "recall-0.5": 1.0, @@ -942,13 +946,13 @@ Results of the model in various experiments on different datasets. \ }, "shoulder_left": { "count": 200, - "mean": 0.018229, - "median": 0.015765, - "std": 0.010916, - "sem": 0.000774, + "mean": 0.017993, + "median": 0.01532, + "std": 0.010908, + "sem": 0.000773, "min": 0.002415, "max": 0.073392, - "recall-0.025": 0.79, + "recall-0.025": 0.805, "recall-0.05": 0.98, "recall-0.1": 1.0, "recall-0.15": 1.0, @@ -958,13 +962,13 @@ Results of the model in various experiments on different datasets. \ }, "shoulder_right": { "count": 200, - "mean": 0.022352, + "mean": 0.022101, "median": 0.019094, - "std": 0.012414, - "sem": 0.00088, + "std": 0.012391, + "sem": 0.000878, "min": 0.003998, "max": 0.082965, - "recall-0.025": 0.645, + "recall-0.025": 0.65, "recall-0.05": 0.98, "recall-0.1": 1.0, "recall-0.15": 1.0, @@ -974,13 +978,13 @@ Results of the model in various experiments on different datasets. \ }, "elbow_left": { "count": 200, - "mean": 0.015272, + "mean": 0.015233, "median": 0.012426, - "std": 0.011883, - "sem": 0.000842, + "std": 0.011852, + "sem": 0.00084, "min": 0.002273, "max": 0.084105, - "recall-0.025": 0.865, + "recall-0.025": 0.87, "recall-0.05": 0.975, "recall-0.1": 1.0, "recall-0.15": 1.0, @@ -990,13 +994,13 @@ Results of the model in various experiments on different datasets. \ }, "elbow_right": { "count": 200, - "mean": 0.021467, - "median": 0.014707, - "std": 0.020482, - "sem": 0.001452, + "mean": 0.021301, + "median": 0.014535, + "std": 0.020538, + "sem": 0.001456, "min": 0.000629, "max": 0.11985, - "recall-0.025": 0.73, + "recall-0.025": 0.735, "recall-0.05": 0.915, "recall-0.1": 0.99, "recall-0.15": 1.0, @@ -1006,10 +1010,10 @@ Results of the model in various experiments on different datasets. \ }, "wrist_left": { "count": 200, - "mean": 0.025592, + "mean": 0.025636, "median": 0.018211, - "std": 0.030855, - "sem": 0.002187, + "std": 0.030891, + "sem": 0.00219, "min": 0.002157, "max": 0.278822, "recall-0.025": 0.67, @@ -1022,13 +1026,13 @@ Results of the model in various experiments on different datasets. \ }, "wrist_right": { "count": 200, - "mean": 0.029821, - "median": 0.022374, - "std": 0.024958, - "sem": 0.001769, + "mean": 0.029684, + "median": 0.021425, + "std": 0.02498, + "sem": 0.001771, "min": 0.001235, "max": 0.160383, - "recall-0.025": 0.545, + "recall-0.025": 0.555, "recall-0.05": 0.845, "recall-0.1": 0.98, "recall-0.15": 0.995, @@ -1038,14 +1042,14 @@ Results of the model in various experiments on different datasets. \ }, "hip_left": { "count": 200, - "mean": 0.031059, + "mean": 0.030991, "median": 0.028064, - "std": 0.015627, - "sem": 0.001108, + "std": 0.015565, + "sem": 0.001103, "min": 0.004663, "max": 0.092889, - "recall-0.025": 0.415, - "recall-0.05": 0.895, + "recall-0.025": 0.42, + "recall-0.05": 0.9, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, @@ -1054,13 +1058,13 @@ Results of the model in various experiments on different datasets. \ }, "hip_right": { "count": 200, - "mean": 0.029347, - "median": 0.027663, - "std": 0.01378, - "sem": 0.000977, + "mean": 0.029365, + "median": 0.0279, + "std": 0.013762, + "sem": 0.000976, "min": 0.004865, "max": 0.066256, - "recall-0.025": 0.44, + "recall-0.025": 0.435, "recall-0.05": 0.915, "recall-0.1": 1.0, "recall-0.15": 1.0, @@ -1070,10 +1074,10 @@ Results of the model in various experiments on different datasets. \ }, "knee_left": { "count": 200, - "mean": 0.019717, - "median": 0.01388, - "std": 0.027031, - "sem": 0.001916, + "mean": 0.019778, + "median": 0.014105, + "std": 0.027016, + "sem": 0.001915, "min": 0.002293, "max": 0.328836, "recall-0.025": 0.795, @@ -1086,13 +1090,13 @@ Results of the model in various experiments on different datasets. \ }, "knee_right": { "count": 200, - "mean": 0.018608, - "median": 0.013854, - "std": 0.031726, - "sem": 0.002249, + "mean": 0.01858, + "median": 0.013685, + "std": 0.031765, + "sem": 0.002252, "min": 0.000647, "max": 0.42966, - "recall-0.025": 0.84, + "recall-0.025": 0.845, "recall-0.05": 0.96, "recall-0.1": 0.995, "recall-0.15": 0.995, @@ -1102,9 +1106,9 @@ Results of the model in various experiments on different datasets. \ }, "ankle_left": { "count": 200, - "mean": 0.015368, - "median": 0.010389, - "std": 0.026199, + "mean": 0.015357, + "median": 0.010388, + "std": 0.026197, "sem": 0.001857, "min": 0.000367, "max": 0.332561, @@ -1118,13 +1122,13 @@ Results of the model in various experiments on different datasets. \ }, "ankle_right": { "count": 199, - "mean": 0.01611, - "median": 0.010414, - "std": 0.027756, - "sem": 0.001973, + "mean": 0.016001, + "median": 0.010362, + "std": 0.027752, + "sem": 0.001972, "min": 0.00027, "max": 0.345455, - "recall-0.025": 0.875, + "recall-0.025": 0.885, "recall-0.05": 0.965, "recall-0.1": 0.985, "recall-0.15": 0.99, @@ -1134,9 +1138,9 @@ Results of the model in various experiments on different datasets. \ }, "joint_recalls": { "num_labels": 2600, - "recall-0.025": 0.68692, + "recall-0.025": 0.69154, "recall-0.05": 0.92654, - "recall-0.1": 0.98885, + "recall-0.1": 0.98846, "recall-0.15": 0.99538, "recall-0.25": 0.99731, "recall-0.5": 0.99962 @@ -1153,25 +1157,26 @@ Results of the model in various experiments on different datasets. \ ```json { - "img_loading": 0.039975, - "avg_time_2d": 0.0325234, - "avg_time_3d": 0.000829363, - "fps": 29.9825 + "img_loading": 0.0380999, + "demosaicing": 0.000571737, + "avg_time_2d": 0.0363196, + "avg_time_3d": 0.00104617, + "fps": 26.3591 } { "triangulator_calls": 200, - "init_time": 1.26408e-05, - "undistort_time": 0.000101041, - "project_time": 4.24e-08, - "match_time": 5.904e-08, - "pairs_time": 5.80284e-05, - "pair_scoring_time": 0.00010579, - "grouping_time": 4.52217e-06, - "full_time": 0.000364642, - "merge_time": 6.04412e-05, - "post_time": 4.96694e-05, - "convert_time": 4.16203e-06, - "total_time": 0.000761571 + "init_time": 1.35577e-05, + "undistort_time": 0.000129917, + "project_time": 4.432e-08, + "match_time": 6.224e-08, + "pairs_time": 0.000122189, + "pair_scoring_time": 0.000157984, + "grouping_time": 4.22295e-06, + "full_time": 0.000402017, + "merge_time": 0.000122903, + "post_time": 4.99146e-05, + "convert_time": 4.19246e-06, + "total_time": 0.00100754 } { "person_nums": { @@ -1190,101 +1195,101 @@ Results of the model in various experiments on different datasets. \ }, "mpjpe": { "count": 200, - "mean": 0.045902, - "median": 0.040748, - "std": 0.017513, - "sem": 0.001241, - "min": 0.020422, - "max": 0.111699, - "recall-0.025": 0.025, - "recall-0.05": 0.685, + "mean": 0.044575, + "median": 0.040451, + "std": 0.01752, + "sem": 0.001242, + "min": 0.019545, + "max": 0.12802, + "recall-0.025": 0.035, + "recall-0.05": 0.725, "recall-0.1": 0.99, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200, - "ap-0.025": 0.007262, - "ap-0.05": 0.609235, - "ap-0.1": 0.988543, + "ap-0.025": 0.004752, + "ap-0.05": 0.670683, + "ap-0.1": 0.985798, "ap-0.15": 1.0, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "nose": { "count": 200, - "mean": 0.047513, - "median": 0.039308, - "std": 0.033242, - "sem": 0.002356, - "min": 0.004022, - "max": 0.168174, - "recall-0.025": 0.31, - "recall-0.05": 0.64, - "recall-0.1": 0.895, - "recall-0.15": 0.99, + "mean": 0.049594, + "median": 0.041212, + "std": 0.036235, + "sem": 0.002569, + "min": 0.006021, + "max": 0.237323, + "recall-0.025": 0.285, + "recall-0.05": 0.625, + "recall-0.1": 0.9, + "recall-0.15": 0.985, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "eye_left": { "count": 200, - "mean": 0.045024, - "median": 0.035475, - "std": 0.033342, - "sem": 0.002364, - "min": 0.008404, - "max": 0.292547, - "recall-0.025": 0.31, - "recall-0.05": 0.66, - "recall-0.1": 0.94, + "mean": 0.045241, + "median": 0.038144, + "std": 0.030959, + "sem": 0.002195, + "min": 0.001735, + "max": 0.22205, + "recall-0.025": 0.325, + "recall-0.05": 0.62, + "recall-0.1": 0.955, "recall-0.15": 0.995, - "recall-0.25": 0.995, + "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "eye_right": { "count": 200, - "mean": 0.053867, - "median": 0.046104, - "std": 0.034182, - "sem": 0.002423, - "min": 0.005106, - "max": 0.198684, - "recall-0.025": 0.185, - "recall-0.05": 0.565, + "mean": 0.05563, + "median": 0.047157, + "std": 0.036992, + "sem": 0.002622, + "min": 0.007161, + "max": 0.205746, + "recall-0.025": 0.18, + "recall-0.05": 0.54, "recall-0.1": 0.89, - "recall-0.15": 0.99, + "recall-0.15": 0.985, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "ear_left": { "count": 200, - "mean": 0.033952, - "median": 0.024947, - "std": 0.028383, - "sem": 0.002012, - "min": 0.002679, - "max": 0.168129, - "recall-0.025": 0.5, - "recall-0.05": 0.825, - "recall-0.1": 0.965, - "recall-0.15": 0.985, + "mean": 0.034724, + "median": 0.027472, + "std": 0.026129, + "sem": 0.001852, + "min": 0.003815, + "max": 0.175033, + "recall-0.025": 0.45, + "recall-0.05": 0.805, + "recall-0.1": 0.97, + "recall-0.15": 0.99, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "ear_right": { "count": 200, - "mean": 0.044159, - "median": 0.039658, - "std": 0.028641, - "sem": 0.00203, - "min": 0.003694, - "max": 0.144523, - "recall-0.025": 0.31, - "recall-0.05": 0.65, - "recall-0.1": 0.955, + "mean": 0.041721, + "median": 0.036961, + "std": 0.026313, + "sem": 0.001865, + "min": 0.003569, + "max": 0.128822, + "recall-0.025": 0.295, + "recall-0.05": 0.66, + "recall-0.1": 0.975, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, @@ -1292,15 +1297,15 @@ Results of the model in various experiments on different datasets. \ }, "shoulder_left": { "count": 200, - "mean": 0.022384, - "median": 0.019281, - "std": 0.014571, - "sem": 0.001033, - "min": 0.00253, - "max": 0.118622, - "recall-0.025": 0.665, - "recall-0.05": 0.95, - "recall-0.1": 0.995, + "mean": 0.020191, + "median": 0.016956, + "std": 0.011907, + "sem": 0.000844, + "min": 0.001093, + "max": 0.096582, + "recall-0.025": 0.745, + "recall-0.05": 0.965, + "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, @@ -1308,14 +1313,14 @@ Results of the model in various experiments on different datasets. \ }, "shoulder_right": { "count": 200, - "mean": 0.025676, - "median": 0.022291, - "std": 0.014866, - "sem": 0.001054, - "min": 0.002433, - "max": 0.074823, - "recall-0.025": 0.585, - "recall-0.05": 0.915, + "mean": 0.024916, + "median": 0.022979, + "std": 0.012997, + "sem": 0.000921, + "min": 0.005568, + "max": 0.081351, + "recall-0.025": 0.55, + "recall-0.05": 0.955, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, @@ -1324,79 +1329,79 @@ Results of the model in various experiments on different datasets. \ }, "elbow_left": { "count": 200, - "mean": 0.02056, - "median": 0.015658, - "std": 0.021121, - "sem": 0.001497, - "min": 0.000475, - "max": 0.226398, - "recall-0.025": 0.745, + "mean": 0.02026, + "median": 0.016444, + "std": 0.017329, + "sem": 0.001228, + "min": 0.00156, + "max": 0.105622, + "recall-0.025": 0.765, "recall-0.05": 0.96, - "recall-0.1": 0.99, - "recall-0.15": 0.995, + "recall-0.1": 0.985, + "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "elbow_right": { "count": 200, - "mean": 0.02597, - "median": 0.017822, - "std": 0.026304, - "sem": 0.001865, - "min": 0.000835, - "max": 0.20689, - "recall-0.025": 0.66, - "recall-0.05": 0.89, - "recall-0.1": 0.97, + "mean": 0.024939, + "median": 0.017001, + "std": 0.024997, + "sem": 0.001772, + "min": 0.003003, + "max": 0.210743, + "recall-0.025": 0.685, + "recall-0.05": 0.88, + "recall-0.1": 0.975, "recall-0.15": 0.995, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "wrist_left": { - "count": 199, - "mean": 0.026805, - "median": 0.019524, - "std": 0.02566, - "sem": 0.001824, - "min": 0.002223, - "max": 0.224835, - "recall-0.025": 0.66, + "count": 200, + "mean": 0.026893, + "median": 0.019157, + "std": 0.023666, + "sem": 0.001678, + "min": 0.002436, + "max": 0.159812, + "recall-0.025": 0.62, "recall-0.05": 0.885, "recall-0.1": 0.97, - "recall-0.15": 0.99, - "recall-0.25": 0.995, - "recall-0.5": 0.995, + "recall-0.15": 0.995, + "recall-0.25": 1.0, + "recall-0.5": 1.0, "num_labels": 200 }, "wrist_right": { - "count": 198, - "mean": 0.037338, - "median": 0.023969, - "std": 0.042243, - "sem": 0.00301, - "min": 0.004625, - "max": 0.374919, - "recall-0.025": 0.515, - "recall-0.05": 0.81, - "recall-0.1": 0.93, - "recall-0.15": 0.955, - "recall-0.25": 0.985, - "recall-0.5": 0.99, + "count": 200, + "mean": 0.040233, + "median": 0.02466, + "std": 0.047596, + "sem": 0.003374, + "min": 0.002433, + "max": 0.387043, + "recall-0.025": 0.5, + "recall-0.05": 0.775, + "recall-0.1": 0.935, + "recall-0.15": 0.95, + "recall-0.25": 0.99, + "recall-0.5": 1.0, "num_labels": 200 }, "hip_left": { "count": 200, - "mean": 0.030556, - "median": 0.026892, - "std": 0.017515, - "sem": 0.001242, - "min": 0.003709, - "max": 0.142734, - "recall-0.025": 0.425, - "recall-0.05": 0.875, - "recall-0.1": 0.995, + "mean": 0.02993, + "median": 0.02696, + "std": 0.015343, + "sem": 0.001088, + "min": 0.002305, + "max": 0.079378, + "recall-0.025": 0.445, + "recall-0.05": 0.88, + "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, @@ -1404,223 +1409,223 @@ Results of the model in various experiments on different datasets. \ }, "hip_right": { "count": 200, - "mean": 0.030378, - "median": 0.026427, - "std": 0.019972, - "sem": 0.001416, - "min": 0.002204, - "max": 0.187514, - "recall-0.025": 0.475, + "mean": 0.030674, + "median": 0.028803, + "std": 0.016632, + "sem": 0.001179, + "min": 0.001401, + "max": 0.086665, + "recall-0.025": 0.445, "recall-0.05": 0.86, - "recall-0.1": 0.995, - "recall-0.15": 0.995, + "recall-0.1": 1.0, + "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "knee_left": { "count": 200, - "mean": 0.022092, - "median": 0.016322, - "std": 0.023876, - "sem": 0.001693, - "min": 0.00222, - "max": 0.208024, - "recall-0.025": 0.73, - "recall-0.05": 0.945, - "recall-0.1": 0.98, + "mean": 0.020539, + "median": 0.016161, + "std": 0.019218, + "sem": 0.001362, + "min": 0.000639, + "max": 0.165378, + "recall-0.025": 0.75, + "recall-0.05": 0.965, + "recall-0.1": 0.99, "recall-0.15": 0.99, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "knee_right": { - "count": 199, - "mean": 0.024407, - "median": 0.015792, - "std": 0.034384, - "sem": 0.002444, - "min": 0.001519, - "max": 0.258812, - "recall-0.025": 0.765, - "recall-0.05": 0.905, + "count": 200, + "mean": 0.026522, + "median": 0.01431, + "std": 0.048147, + "sem": 0.003413, + "min": 0.002248, + "max": 0.349295, + "recall-0.025": 0.77, + "recall-0.05": 0.925, "recall-0.1": 0.955, - "recall-0.15": 0.965, - "recall-0.25": 0.99, - "recall-0.5": 0.995, + "recall-0.15": 0.97, + "recall-0.25": 0.98, + "recall-0.5": 1.0, "num_labels": 200 }, "ankle_left": { "count": 200, - "mean": 0.018253, - "median": 0.011236, - "std": 0.032455, - "sem": 0.002301, - "min": 0.000672, - "max": 0.363562, - "recall-0.025": 0.86, - "recall-0.05": 0.95, + "mean": 0.016641, + "median": 0.011949, + "std": 0.019626, + "sem": 0.001391, + "min": 0.001417, + "max": 0.1396, + "recall-0.025": 0.845, + "recall-0.05": 0.965, "recall-0.1": 0.98, - "recall-0.15": 0.985, - "recall-0.25": 0.995, + "recall-0.15": 1.0, + "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "ankle_right": { - "count": 199, - "mean": 0.019801, - "median": 0.012605, - "std": 0.036509, - "sem": 0.002595, - "min": 0.001017, - "max": 0.449797, - "recall-0.025": 0.835, - "recall-0.05": 0.955, - "recall-0.1": 0.965, - "recall-0.15": 0.985, - "recall-0.25": 0.99, - "recall-0.5": 0.995, + "count": 200, + "mean": 0.018093, + "median": 0.012903, + "std": 0.021885, + "sem": 0.001551, + "min": 0.000906, + "max": 0.172374, + "recall-0.025": 0.84, + "recall-0.05": 0.97, + "recall-0.1": 0.98, + "recall-0.15": 0.99, + "recall-0.25": 1.0, + "recall-0.5": 1.0, "num_labels": 200 }, "foot_toe_big_left": { "count": 200, - "mean": 0.031477, - "median": 0.020851, - "std": 0.040808, - "sem": 0.002893, - "min": 0.001968, - "max": 0.409779, + "mean": 0.02877, + "median": 0.021778, + "std": 0.028962, + "sem": 0.002053, + "min": 0.001255, + "max": 0.218563, "recall-0.025": 0.585, - "recall-0.05": 0.895, - "recall-0.1": 0.955, - "recall-0.15": 0.975, - "recall-0.25": 0.995, + "recall-0.05": 0.91, + "recall-0.1": 0.965, + "recall-0.15": 0.985, + "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "foot_toe_small_left": { "count": 200, - "mean": 0.028897, - "median": 0.020355, - "std": 0.04122, - "sem": 0.002922, - "min": 0.002115, - "max": 0.39607, - "recall-0.025": 0.64, - "recall-0.05": 0.93, + "mean": 0.0265, + "median": 0.019448, + "std": 0.0311, + "sem": 0.002205, + "min": 0.005358, + "max": 0.292009, + "recall-0.025": 0.69, + "recall-0.05": 0.935, "recall-0.1": 0.965, - "recall-0.15": 0.975, - "recall-0.25": 0.99, + "recall-0.15": 0.98, + "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "foot_heel_left": { - "count": 199, - "mean": 0.023448, - "median": 0.017199, - "std": 0.022759, - "sem": 0.001617, - "min": 0.002373, - "max": 0.208051, - "recall-0.025": 0.71, + "count": 200, + "mean": 0.024312, + "median": 0.017493, + "std": 0.02452, + "sem": 0.001738, + "min": 0.001356, + "max": 0.216184, + "recall-0.025": 0.66, "recall-0.05": 0.935, - "recall-0.1": 0.975, - "recall-0.15": 0.99, - "recall-0.25": 0.995, - "recall-0.5": 0.995, + "recall-0.1": 0.98, + "recall-0.15": 0.995, + "recall-0.25": 1.0, + "recall-0.5": 1.0, "num_labels": 200 }, "foot_toe_big_right": { - "count": 199, - "mean": 0.032898, - "median": 0.023289, - "std": 0.03492, - "sem": 0.002482, - "min": 0.002251, - "max": 0.27143, - "recall-0.025": 0.535, - "recall-0.05": 0.83, - "recall-0.1": 0.955, - "recall-0.15": 0.98, - "recall-0.25": 0.985, - "recall-0.5": 0.995, + "count": 200, + "mean": 0.031988, + "median": 0.024235, + "std": 0.031602, + "sem": 0.00224, + "min": 0.001302, + "max": 0.263016, + "recall-0.025": 0.51, + "recall-0.05": 0.865, + "recall-0.1": 0.96, + "recall-0.15": 0.99, + "recall-0.25": 0.995, + "recall-0.5": 1.0, "num_labels": 200 }, "foot_toe_small_right": { - "count": 199, - "mean": 0.032181, - "median": 0.022895, - "std": 0.033113, - "sem": 0.002353, - "min": 0.00487, - "max": 0.277113, - "recall-0.025": 0.55, - "recall-0.05": 0.84, - "recall-0.1": 0.96, - "recall-0.15": 0.98, - "recall-0.25": 0.99, - "recall-0.5": 0.995, + "count": 200, + "mean": 0.031413, + "median": 0.024026, + "std": 0.029631, + "sem": 0.002101, + "min": 0.00525, + "max": 0.219131, + "recall-0.025": 0.535, + "recall-0.05": 0.875, + "recall-0.1": 0.97, + "recall-0.15": 0.985, + "recall-0.25": 1.0, + "recall-0.5": 1.0, "num_labels": 200 }, "foot_heel_right": { "count": 200, - "mean": 0.024764, - "median": 0.018233, - "std": 0.025951, - "sem": 0.00184, - "min": 0.002803, - "max": 0.228886, - "recall-0.025": 0.685, + "mean": 0.024702, + "median": 0.017465, + "std": 0.02546, + "sem": 0.001805, + "min": 0.002028, + "max": 0.222214, + "recall-0.025": 0.68, "recall-0.05": 0.915, - "recall-0.1": 0.97, + "recall-0.1": 0.975, "recall-0.15": 0.995, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_jaw_right_1": { - "count": 200, - "mean": 0.088431, - "median": 0.079892, - "std": 0.038844, - "sem": 0.002754, - "min": 0.017022, - "max": 0.2777, - "recall-0.025": 0.005, + "count": 199, + "mean": 0.089992, + "median": 0.080407, + "std": 0.042675, + "sem": 0.003033, + "min": 0.029923, + "max": 0.296986, + "recall-0.025": 0.0, "recall-0.05": 0.095, - "recall-0.1": 0.71, - "recall-0.15": 0.935, - "recall-0.25": 0.995, - "recall-0.5": 1.0, + "recall-0.1": 0.72, + "recall-0.15": 0.9, + "recall-0.25": 0.98, + "recall-0.5": 0.995, "num_labels": 200 }, "face_jaw_right_2": { "count": 200, - "mean": 0.088591, - "median": 0.081375, - "std": 0.039909, - "sem": 0.002829, - "min": 0.02574, - "max": 0.255233, + "mean": 0.087548, + "median": 0.081154, + "std": 0.040711, + "sem": 0.002886, + "min": 0.025184, + "max": 0.292188, "recall-0.025": 0.0, - "recall-0.05": 0.125, - "recall-0.1": 0.68, - "recall-0.15": 0.915, - "recall-0.25": 0.995, + "recall-0.05": 0.135, + "recall-0.1": 0.7, + "recall-0.15": 0.905, + "recall-0.25": 0.99, "recall-0.5": 1.0, "num_labels": 200 }, "face_jaw_right_3": { "count": 200, - "mean": 0.090439, - "median": 0.082498, - "std": 0.044023, - "sem": 0.003121, - "min": 0.016051, - "max": 0.23309, - "recall-0.025": 0.025, - "recall-0.05": 0.19, - "recall-0.1": 0.645, + "mean": 0.088114, + "median": 0.079905, + "std": 0.045828, + "sem": 0.003249, + "min": 0.01361, + "max": 0.241201, + "recall-0.025": 0.035, + "recall-0.05": 0.18, + "recall-0.1": 0.7, "recall-0.15": 0.9, "recall-0.25": 1.0, "recall-0.5": 1.0, @@ -1628,95 +1633,95 @@ Results of the model in various experiments on different datasets. \ }, "face_jaw_right_4": { "count": 200, - "mean": 0.091548, - "median": 0.085285, - "std": 0.046386, - "sem": 0.003288, - "min": 0.01615, - "max": 0.227798, - "recall-0.025": 0.035, - "recall-0.05": 0.2, - "recall-0.1": 0.615, - "recall-0.15": 0.88, + "mean": 0.089679, + "median": 0.078525, + "std": 0.04628, + "sem": 0.003281, + "min": 0.008869, + "max": 0.243765, + "recall-0.025": 0.03, + "recall-0.05": 0.17, + "recall-0.1": 0.665, + "recall-0.15": 0.9, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_jaw_right_5": { "count": 200, - "mean": 0.08867, - "median": 0.078564, - "std": 0.046121, - "sem": 0.003269, - "min": 0.00663, - "max": 0.244427, - "recall-0.025": 0.035, - "recall-0.05": 0.21, - "recall-0.1": 0.645, - "recall-0.15": 0.88, + "mean": 0.08607, + "median": 0.073363, + "std": 0.045342, + "sem": 0.003214, + "min": 0.003996, + "max": 0.245072, + "recall-0.025": 0.04, + "recall-0.05": 0.205, + "recall-0.1": 0.675, + "recall-0.15": 0.9, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_jaw_right_6": { "count": 200, - "mean": 0.08143, - "median": 0.073666, - "std": 0.04461, - "sem": 0.003162, - "min": 0.009924, - "max": 0.229473, - "recall-0.025": 0.035, - "recall-0.05": 0.295, - "recall-0.1": 0.685, - "recall-0.15": 0.925, + "mean": 0.078982, + "median": 0.069505, + "std": 0.039596, + "sem": 0.002807, + "min": 0.008177, + "max": 0.219807, + "recall-0.025": 0.03, + "recall-0.05": 0.23, + "recall-0.1": 0.735, + "recall-0.15": 0.94, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_jaw_right_7": { "count": 200, - "mean": 0.070226, - "median": 0.061424, - "std": 0.040204, - "sem": 0.00285, - "min": 0.009458, - "max": 0.225555, - "recall-0.025": 0.065, - "recall-0.05": 0.4, - "recall-0.1": 0.82, - "recall-0.15": 0.955, + "mean": 0.067109, + "median": 0.058276, + "std": 0.037518, + "sem": 0.00266, + "min": 0.012268, + "max": 0.217101, + "recall-0.025": 0.06, + "recall-0.05": 0.41, + "recall-0.1": 0.815, + "recall-0.15": 0.965, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_jaw_right_8": { "count": 200, - "mean": 0.058353, - "median": 0.045422, - "std": 0.046769, - "sem": 0.003315, - "min": 0.006705, - "max": 0.481721, - "recall-0.025": 0.18, - "recall-0.05": 0.53, - "recall-0.1": 0.895, - "recall-0.15": 0.97, + "mean": 0.055091, + "median": 0.044494, + "std": 0.043817, + "sem": 0.003106, + "min": 0.008828, + "max": 0.483663, + "recall-0.025": 0.165, + "recall-0.05": 0.555, + "recall-0.1": 0.935, + "recall-0.15": 0.975, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "face_jaw_middle": { "count": 200, - "mean": 0.042588, - "median": 0.034772, - "std": 0.026467, - "sem": 0.001876, - "min": 0.00458, - "max": 0.129583, - "recall-0.025": 0.33, - "recall-0.05": 0.665, - "recall-0.1": 0.965, + "mean": 0.041546, + "median": 0.036911, + "std": 0.023995, + "sem": 0.001701, + "min": 0.005153, + "max": 0.112424, + "recall-0.025": 0.315, + "recall-0.05": 0.655, + "recall-0.1": 0.97, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, @@ -1724,255 +1729,255 @@ Results of the model in various experiments on different datasets. \ }, "face_jaw_left_1": { "count": 200, - "mean": 0.04722, - "median": 0.038464, - "std": 0.030927, - "sem": 0.002192, - "min": 0.004213, - "max": 0.214567, - "recall-0.025": 0.235, - "recall-0.05": 0.645, - "recall-0.1": 0.945, - "recall-0.15": 0.985, + "mean": 0.048938, + "median": 0.040266, + "std": 0.031108, + "sem": 0.002205, + "min": 0.006879, + "max": 0.210318, + "recall-0.025": 0.225, + "recall-0.05": 0.625, + "recall-0.1": 0.95, + "recall-0.15": 0.99, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_jaw_left_2": { "count": 200, - "mean": 0.055004, - "median": 0.043723, - "std": 0.035463, - "sem": 0.002514, - "min": 0.009251, - "max": 0.244294, + "mean": 0.053614, + "median": 0.042476, + "std": 0.034735, + "sem": 0.002462, + "min": 0.005088, + "max": 0.240002, "recall-0.025": 0.155, - "recall-0.05": 0.6, - "recall-0.1": 0.89, - "recall-0.15": 0.98, + "recall-0.05": 0.595, + "recall-0.1": 0.885, + "recall-0.15": 0.97, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_jaw_left_3": { "count": 200, - "mean": 0.062081, - "median": 0.054611, - "std": 0.033582, - "sem": 0.002381, - "min": 0.005288, - "max": 0.21765, - "recall-0.025": 0.085, - "recall-0.05": 0.415, - "recall-0.1": 0.87, - "recall-0.15": 0.985, - "recall-0.25": 1.0, + "mean": 0.063223, + "median": 0.052835, + "std": 0.039436, + "sem": 0.002796, + "min": 0.012433, + "max": 0.268338, + "recall-0.025": 0.075, + "recall-0.05": 0.455, + "recall-0.1": 0.88, + "recall-0.15": 0.955, + "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "face_jaw_left_4": { - "count": 199, - "mean": 0.068779, - "median": 0.061178, - "std": 0.035552, - "sem": 0.002527, - "min": 0.006956, - "max": 0.186468, + "count": 200, + "mean": 0.068956, + "median": 0.059097, + "std": 0.046793, + "sem": 0.003317, + "min": 0.008504, + "max": 0.489628, "recall-0.025": 0.045, - "recall-0.05": 0.345, - "recall-0.1": 0.82, - "recall-0.15": 0.95, + "recall-0.05": 0.385, + "recall-0.1": 0.85, + "recall-0.15": 0.955, "recall-0.25": 0.995, - "recall-0.5": 0.995, + "recall-0.5": 1.0, "num_labels": 200 }, "face_jaw_left_5": { "count": 199, - "mean": 0.071715, - "median": 0.06281, - "std": 0.039679, - "sem": 0.00282, - "min": 0.003598, - "max": 0.212705, - "recall-0.025": 0.055, + "mean": 0.070519, + "median": 0.059367, + "std": 0.038445, + "sem": 0.002732, + "min": 0.007367, + "max": 0.20679, + "recall-0.025": 0.04, "recall-0.05": 0.335, - "recall-0.1": 0.79, - "recall-0.15": 0.935, + "recall-0.1": 0.81, + "recall-0.15": 0.94, "recall-0.25": 0.995, "recall-0.5": 0.995, "num_labels": 200 }, "face_jaw_left_6": { - "count": 199, - "mean": 0.073071, - "median": 0.062541, - "std": 0.039985, - "sem": 0.002842, - "min": 0.006597, - "max": 0.259238, - "recall-0.025": 0.05, - "recall-0.05": 0.33, - "recall-0.1": 0.765, - "recall-0.15": 0.955, - "recall-0.25": 0.99, - "recall-0.5": 0.995, + "count": 200, + "mean": 0.070498, + "median": 0.060898, + "std": 0.03996, + "sem": 0.002833, + "min": 0.00731, + "max": 0.211069, + "recall-0.025": 0.055, + "recall-0.05": 0.365, + "recall-0.1": 0.82, + "recall-0.15": 0.94, + "recall-0.25": 1.0, + "recall-0.5": 1.0, "num_labels": 200 }, "face_jaw_left_7": { "count": 200, - "mean": 0.074864, - "median": 0.061969, - "std": 0.043364, - "sem": 0.003074, - "min": 0.005791, - "max": 0.244705, - "recall-0.025": 0.055, - "recall-0.05": 0.33, - "recall-0.1": 0.75, - "recall-0.15": 0.935, + "mean": 0.069649, + "median": 0.059866, + "std": 0.037048, + "sem": 0.002626, + "min": 0.007352, + "max": 0.19427, + "recall-0.025": 0.045, + "recall-0.05": 0.37, + "recall-0.1": 0.8, + "recall-0.15": 0.965, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_jaw_left_8": { "count": 200, - "mean": 0.070796, - "median": 0.060513, - "std": 0.039524, - "sem": 0.002802, - "min": 0.009513, - "max": 0.226429, - "recall-0.025": 0.045, - "recall-0.05": 0.36, - "recall-0.1": 0.81, - "recall-0.15": 0.94, + "mean": 0.069724, + "median": 0.064505, + "std": 0.037945, + "sem": 0.00269, + "min": 0.004651, + "max": 0.207898, + "recall-0.025": 0.05, + "recall-0.05": 0.37, + "recall-0.1": 0.82, + "recall-0.15": 0.945, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_eyebrow_right_1": { "count": 200, - "mean": 0.062014, - "median": 0.055382, - "std": 0.038124, - "sem": 0.002703, - "min": 0.006265, - "max": 0.240653, + "mean": 0.062772, + "median": 0.054084, + "std": 0.039043, + "sem": 0.002768, + "min": 0.004736, + "max": 0.261745, "recall-0.025": 0.095, - "recall-0.05": 0.435, - "recall-0.1": 0.875, - "recall-0.15": 0.965, - "recall-0.25": 1.0, + "recall-0.05": 0.46, + "recall-0.1": 0.86, + "recall-0.15": 0.97, + "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "face_eyebrow_right_2": { "count": 200, - "mean": 0.052898, - "median": 0.042946, - "std": 0.035868, - "sem": 0.002543, - "min": 0.005784, - "max": 0.221125, - "recall-0.025": 0.195, - "recall-0.05": 0.595, - "recall-0.1": 0.91, + "mean": 0.05429, + "median": 0.044531, + "std": 0.037845, + "sem": 0.002683, + "min": 0.004647, + "max": 0.270215, + "recall-0.025": 0.215, + "recall-0.05": 0.555, + "recall-0.1": 0.905, "recall-0.15": 0.97, - "recall-0.25": 1.0, + "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "face_eyebrow_right_3": { "count": 200, - "mean": 0.046956, - "median": 0.038736, - "std": 0.033767, - "sem": 0.002394, - "min": 0.003804, - "max": 0.197615, - "recall-0.025": 0.255, - "recall-0.05": 0.675, + "mean": 0.047277, + "median": 0.036049, + "std": 0.033471, + "sem": 0.002373, + "min": 0.003725, + "max": 0.179884, + "recall-0.025": 0.29, + "recall-0.05": 0.655, "recall-0.1": 0.92, - "recall-0.15": 0.975, + "recall-0.15": 0.985, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_eyebrow_right_4": { "count": 200, - "mean": 0.040892, - "median": 0.032645, - "std": 0.032561, - "sem": 0.002308, - "min": 0.002141, - "max": 0.220539, - "recall-0.025": 0.345, - "recall-0.05": 0.75, - "recall-0.1": 0.95, - "recall-0.15": 0.98, + "mean": 0.041643, + "median": 0.032601, + "std": 0.032301, + "sem": 0.00229, + "min": 0.002877, + "max": 0.183084, + "recall-0.025": 0.355, + "recall-0.05": 0.735, + "recall-0.1": 0.945, + "recall-0.15": 0.975, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_eyebrow_right_5": { "count": 200, - "mean": 0.036098, - "median": 0.030143, - "std": 0.027895, - "sem": 0.001977, - "min": 0.004853, - "max": 0.166602, - "recall-0.025": 0.415, - "recall-0.05": 0.805, - "recall-0.1": 0.96, - "recall-0.15": 0.99, + "mean": 0.03593, + "median": 0.029103, + "std": 0.025815, + "sem": 0.00183, + "min": 0.004033, + "max": 0.158855, + "recall-0.025": 0.405, + "recall-0.05": 0.785, + "recall-0.1": 0.965, + "recall-0.15": 0.995, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_eyebrow_left_1": { "count": 200, - "mean": 0.033705, - "median": 0.026492, - "std": 0.02553, - "sem": 0.00181, - "min": 0.002076, - "max": 0.171076, - "recall-0.025": 0.48, - "recall-0.05": 0.805, - "recall-0.1": 0.985, - "recall-0.15": 0.995, + "mean": 0.033314, + "median": 0.023623, + "std": 0.028442, + "sem": 0.002016, + "min": 0.004829, + "max": 0.20267, + "recall-0.025": 0.515, + "recall-0.05": 0.83, + "recall-0.1": 0.965, + "recall-0.15": 0.985, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_eyebrow_left_2": { "count": 200, - "mean": 0.037488, - "median": 0.025905, - "std": 0.03541, - "sem": 0.00251, - "min": 0.002938, - "max": 0.307569, - "recall-0.025": 0.485, - "recall-0.05": 0.755, - "recall-0.1": 0.965, - "recall-0.15": 0.985, - "recall-0.25": 0.995, + "mean": 0.031287, + "median": 0.025246, + "std": 0.022529, + "sem": 0.001597, + "min": 0.002937, + "max": 0.107346, + "recall-0.025": 0.49, + "recall-0.05": 0.825, + "recall-0.1": 0.98, + "recall-0.15": 1.0, + "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_eyebrow_left_3": { "count": 200, - "mean": 0.036674, - "median": 0.026606, - "std": 0.029438, - "sem": 0.002087, - "min": 0.00325, - "max": 0.203788, - "recall-0.025": 0.46, - "recall-0.05": 0.755, - "recall-0.1": 0.96, + "mean": 0.034093, + "median": 0.026576, + "std": 0.027511, + "sem": 0.00195, + "min": 0.0023, + "max": 0.165427, + "recall-0.025": 0.48, + "recall-0.05": 0.815, + "recall-0.1": 0.97, "recall-0.15": 0.995, "recall-0.25": 1.0, "recall-0.5": 1.0, @@ -1980,143 +1985,143 @@ Results of the model in various experiments on different datasets. \ }, "face_eyebrow_left_4": { "count": 200, - "mean": 0.042931, - "median": 0.031098, - "std": 0.037103, - "sem": 0.00263, - "min": 0.00294, - "max": 0.261552, - "recall-0.025": 0.38, - "recall-0.05": 0.68, - "recall-0.1": 0.925, + "mean": 0.038115, + "median": 0.028793, + "std": 0.031416, + "sem": 0.002227, + "min": 0.004437, + "max": 0.230283, + "recall-0.025": 0.44, + "recall-0.05": 0.74, + "recall-0.1": 0.96, "recall-0.15": 0.985, - "recall-0.25": 0.995, + "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_eyebrow_left_5": { "count": 200, - "mean": 0.04424, - "median": 0.035393, - "std": 0.031403, - "sem": 0.002226, - "min": 0.002056, - "max": 0.169295, + "mean": 0.0424, + "median": 0.032896, + "std": 0.030264, + "sem": 0.002145, + "min": 0.002257, + "max": 0.188703, "recall-0.025": 0.335, - "recall-0.05": 0.63, + "recall-0.05": 0.695, "recall-0.1": 0.935, - "recall-0.15": 0.985, + "recall-0.15": 0.995, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_nose_1": { "count": 200, - "mean": 0.033457, - "median": 0.027087, - "std": 0.024993, - "sem": 0.001772, - "min": 0.004414, - "max": 0.154859, - "recall-0.025": 0.465, - "recall-0.05": 0.83, + "mean": 0.033255, + "median": 0.025616, + "std": 0.028523, + "sem": 0.002022, + "min": 0.004022, + "max": 0.262032, + "recall-0.025": 0.485, + "recall-0.05": 0.855, "recall-0.1": 0.975, "recall-0.15": 0.995, - "recall-0.25": 1.0, + "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "face_nose_2": { "count": 200, - "mean": 0.035798, - "median": 0.028105, - "std": 0.02833, - "sem": 0.002008, - "min": 0.002166, - "max": 0.244777, + "mean": 0.037969, + "median": 0.028319, + "std": 0.033921, + "sem": 0.002405, + "min": 0.003954, + "max": 0.228306, "recall-0.025": 0.4, - "recall-0.05": 0.81, - "recall-0.1": 0.985, - "recall-0.15": 0.99, + "recall-0.05": 0.825, + "recall-0.1": 0.955, + "recall-0.15": 0.975, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_nose_3": { "count": 200, - "mean": 0.03797, - "median": 0.029932, - "std": 0.02972, - "sem": 0.002107, - "min": 0.003965, - "max": 0.243782, - "recall-0.025": 0.41, - "recall-0.05": 0.775, - "recall-0.1": 0.97, - "recall-0.15": 0.99, + "mean": 0.039775, + "median": 0.0308, + "std": 0.032047, + "sem": 0.002272, + "min": 0.00535, + "max": 0.22951, + "recall-0.025": 0.37, + "recall-0.05": 0.755, + "recall-0.1": 0.95, + "recall-0.15": 0.98, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_nose_4": { "count": 200, - "mean": 0.040952, - "median": 0.031385, - "std": 0.03342, - "sem": 0.002369, - "min": 0.003123, - "max": 0.273226, - "recall-0.025": 0.385, + "mean": 0.04279, + "median": 0.032388, + "std": 0.035112, + "sem": 0.002489, + "min": 0.004139, + "max": 0.235701, + "recall-0.025": 0.365, "recall-0.05": 0.725, - "recall-0.1": 0.94, - "recall-0.15": 0.985, - "recall-0.25": 0.995, + "recall-0.1": 0.925, + "recall-0.15": 0.975, + "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_nose_5": { "count": 200, - "mean": 0.047506, - "median": 0.041445, - "std": 0.031626, - "sem": 0.002242, - "min": 0.003096, - "max": 0.206883, - "recall-0.025": 0.25, - "recall-0.05": 0.64, - "recall-0.1": 0.945, - "recall-0.15": 0.98, - "recall-0.25": 1.0, + "mean": 0.049353, + "median": 0.040047, + "std": 0.036749, + "sem": 0.002605, + "min": 0.004918, + "max": 0.253469, + "recall-0.025": 0.255, + "recall-0.05": 0.655, + "recall-0.1": 0.93, + "recall-0.15": 0.965, + "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "face_nose_6": { "count": 200, - "mean": 0.042738, - "median": 0.03689, - "std": 0.026691, - "sem": 0.001892, - "min": 0.00742, - "max": 0.157347, - "recall-0.025": 0.305, - "recall-0.05": 0.685, - "recall-0.1": 0.97, - "recall-0.15": 0.99, + "mean": 0.044516, + "median": 0.033961, + "std": 0.03293, + "sem": 0.002334, + "min": 0.005967, + "max": 0.231776, + "recall-0.025": 0.3, + "recall-0.05": 0.68, + "recall-0.1": 0.935, + "recall-0.15": 0.985, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_nose_7": { "count": 200, - "mean": 0.037518, - "median": 0.029548, - "std": 0.028736, - "sem": 0.002037, - "min": 0.005402, - "max": 0.190782, - "recall-0.025": 0.41, - "recall-0.05": 0.745, - "recall-0.1": 0.965, + "mean": 0.037106, + "median": 0.03009, + "std": 0.025766, + "sem": 0.001827, + "min": 0.005983, + "max": 0.169832, + "recall-0.025": 0.395, + "recall-0.05": 0.75, + "recall-0.1": 0.975, "recall-0.15": 0.99, "recall-0.25": 1.0, "recall-0.5": 1.0, @@ -2124,158 +2129,158 @@ Results of the model in various experiments on different datasets. \ }, "face_nose_8": { "count": 200, - "mean": 0.037958, - "median": 0.029341, - "std": 0.029452, - "sem": 0.002088, - "min": 0.003847, - "max": 0.263457, + "mean": 0.037133, + "median": 0.030291, + "std": 0.024767, + "sem": 0.001756, + "min": 0.005095, + "max": 0.150763, "recall-0.025": 0.395, - "recall-0.05": 0.775, - "recall-0.1": 0.965, + "recall-0.05": 0.745, + "recall-0.1": 0.985, "recall-0.15": 0.995, - "recall-0.25": 0.995, + "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_nose_9": { "count": 200, - "mean": 0.0405, - "median": 0.030544, - "std": 0.03653, - "sem": 0.00259, - "min": 0.002672, - "max": 0.342574, - "recall-0.025": 0.41, - "recall-0.05": 0.755, - "recall-0.1": 0.92, - "recall-0.15": 0.99, - "recall-0.25": 0.995, + "mean": 0.037856, + "median": 0.029992, + "std": 0.028503, + "sem": 0.00202, + "min": 0.002595, + "max": 0.154629, + "recall-0.025": 0.405, + "recall-0.05": 0.76, + "recall-0.1": 0.955, + "recall-0.15": 0.995, + "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_eye_right_1": { "count": 200, - "mean": 0.054478, - "median": 0.045444, - "std": 0.033631, - "sem": 0.002384, - "min": 0.006798, - "max": 0.200344, - "recall-0.025": 0.155, - "recall-0.05": 0.535, - "recall-0.1": 0.895, - "recall-0.15": 0.99, - "recall-0.25": 1.0, + "mean": 0.05862, + "median": 0.049371, + "std": 0.037709, + "sem": 0.002673, + "min": 0.00749, + "max": 0.259837, + "recall-0.025": 0.125, + "recall-0.05": 0.505, + "recall-0.1": 0.9, + "recall-0.15": 0.97, + "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "face_eye_right_2": { "count": 200, - "mean": 0.048901, - "median": 0.041177, - "std": 0.031341, - "sem": 0.002222, - "min": 0.004629, - "max": 0.154935, - "recall-0.025": 0.205, - "recall-0.05": 0.64, - "recall-0.1": 0.92, - "recall-0.15": 0.985, + "mean": 0.051647, + "median": 0.043097, + "std": 0.035513, + "sem": 0.002517, + "min": 0.003993, + "max": 0.233241, + "recall-0.025": 0.22, + "recall-0.05": 0.62, + "recall-0.1": 0.9, + "recall-0.15": 0.98, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_eye_right_3": { "count": 200, - "mean": 0.042528, - "median": 0.037677, - "std": 0.027132, - "sem": 0.001923, - "min": 0.003783, - "max": 0.152907, - "recall-0.025": 0.31, - "recall-0.05": 0.695, - "recall-0.1": 0.96, - "recall-0.15": 0.995, + "mean": 0.045408, + "median": 0.039142, + "std": 0.031281, + "sem": 0.002217, + "min": 0.00342, + "max": 0.197624, + "recall-0.025": 0.305, + "recall-0.05": 0.655, + "recall-0.1": 0.95, + "recall-0.15": 0.985, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_eye_right_4": { "count": 200, - "mean": 0.03992, - "median": 0.033988, - "std": 0.028001, - "sem": 0.001985, - "min": 0.00381, - "max": 0.190754, - "recall-0.025": 0.33, - "recall-0.05": 0.75, + "mean": 0.038565, + "median": 0.032793, + "std": 0.025343, + "sem": 0.001797, + "min": 0.003591, + "max": 0.187521, + "recall-0.025": 0.345, + "recall-0.05": 0.74, "recall-0.1": 0.97, - "recall-0.15": 0.99, + "recall-0.15": 0.995, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_eye_right_5": { "count": 200, - "mean": 0.043943, - "median": 0.038424, - "std": 0.026972, - "sem": 0.001912, - "min": 0.004788, - "max": 0.147846, - "recall-0.025": 0.235, - "recall-0.05": 0.69, - "recall-0.1": 0.95, - "recall-0.15": 1.0, + "mean": 0.042876, + "median": 0.03586, + "std": 0.028111, + "sem": 0.001993, + "min": 0.005906, + "max": 0.188226, + "recall-0.025": 0.275, + "recall-0.05": 0.71, + "recall-0.1": 0.96, + "recall-0.15": 0.99, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_eye_right_6": { "count": 200, - "mean": 0.050498, - "median": 0.040836, - "std": 0.0347, - "sem": 0.00246, - "min": 0.004038, - "max": 0.250582, + "mean": 0.053369, + "median": 0.042699, + "std": 0.037496, + "sem": 0.002658, + "min": 0.006639, + "max": 0.222566, "recall-0.025": 0.2, - "recall-0.05": 0.605, - "recall-0.1": 0.905, - "recall-0.15": 0.99, - "recall-0.25": 0.995, + "recall-0.05": 0.58, + "recall-0.1": 0.89, + "recall-0.15": 0.97, + "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_eye_left_1": { "count": 200, - "mean": 0.033277, - "median": 0.025106, - "std": 0.024038, - "sem": 0.001704, - "min": 0.003844, - "max": 0.172198, - "recall-0.025": 0.495, - "recall-0.05": 0.805, - "recall-0.1": 0.99, - "recall-0.15": 0.995, + "mean": 0.032048, + "median": 0.025076, + "std": 0.023129, + "sem": 0.00164, + "min": 0.004363, + "max": 0.141918, + "recall-0.025": 0.5, + "recall-0.05": 0.815, + "recall-0.1": 0.975, + "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_eye_left_2": { "count": 200, - "mean": 0.034199, - "median": 0.025005, - "std": 0.026186, - "sem": 0.001856, - "min": 0.002416, - "max": 0.143541, + "mean": 0.032265, + "median": 0.025022, + "std": 0.024595, + "sem": 0.001743, + "min": 0.003838, + "max": 0.116618, "recall-0.025": 0.5, - "recall-0.05": 0.8, + "recall-0.05": 0.82, "recall-0.1": 0.975, "recall-0.15": 1.0, "recall-0.25": 1.0, @@ -2284,15 +2289,15 @@ Results of the model in various experiments on different datasets. \ }, "face_eye_left_3": { "count": 200, - "mean": 0.037802, - "median": 0.027927, - "std": 0.031505, - "sem": 0.002233, - "min": 0.003699, - "max": 0.158513, - "recall-0.025": 0.47, - "recall-0.05": 0.765, - "recall-0.1": 0.94, + "mean": 0.034514, + "median": 0.024362, + "std": 0.02865, + "sem": 0.002031, + "min": 0.00138, + "max": 0.16439, + "recall-0.025": 0.52, + "recall-0.05": 0.81, + "recall-0.1": 0.965, "recall-0.15": 0.985, "recall-0.25": 1.0, "recall-0.5": 1.0, @@ -2300,15 +2305,15 @@ Results of the model in various experiments on different datasets. \ }, "face_eye_left_4": { "count": 200, - "mean": 0.039196, - "median": 0.027816, - "std": 0.029703, - "sem": 0.002106, - "min": 0.004737, - "max": 0.15848, - "recall-0.025": 0.415, - "recall-0.05": 0.735, - "recall-0.1": 0.935, + "mean": 0.038108, + "median": 0.027946, + "std": 0.028696, + "sem": 0.002034, + "min": 0.001858, + "max": 0.167956, + "recall-0.025": 0.4, + "recall-0.05": 0.78, + "recall-0.1": 0.93, "recall-0.15": 0.995, "recall-0.25": 1.0, "recall-0.5": 1.0, @@ -2316,79 +2321,79 @@ Results of the model in various experiments on different datasets. \ }, "face_eye_left_5": { "count": 200, - "mean": 0.035573, - "median": 0.025901, - "std": 0.027737, - "sem": 0.001966, - "min": 0.004027, - "max": 0.159486, - "recall-0.025": 0.455, - "recall-0.05": 0.765, - "recall-0.1": 0.96, - "recall-0.15": 0.995, + "mean": 0.034592, + "median": 0.027294, + "std": 0.025892, + "sem": 0.001835, + "min": 0.000872, + "max": 0.147213, + "recall-0.025": 0.44, + "recall-0.05": 0.79, + "recall-0.1": 0.975, + "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_eye_left_6": { "count": 200, - "mean": 0.035534, - "median": 0.027626, - "std": 0.026524, - "sem": 0.00188, - "min": 0.00163, - "max": 0.160578, - "recall-0.025": 0.475, + "mean": 0.034129, + "median": 0.02633, + "std": 0.024215, + "sem": 0.001717, + "min": 0.003962, + "max": 0.125338, + "recall-0.025": 0.48, "recall-0.05": 0.78, "recall-0.1": 0.975, - "recall-0.15": 0.99, + "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_mouth_1": { "count": 200, - "mean": 0.047894, - "median": 0.039533, - "std": 0.029166, - "sem": 0.002068, - "min": 0.006051, - "max": 0.144545, - "recall-0.025": 0.28, + "mean": 0.050219, + "median": 0.037446, + "std": 0.036584, + "sem": 0.002593, + "min": 0.004926, + "max": 0.22584, + "recall-0.025": 0.26, "recall-0.05": 0.59, - "recall-0.1": 0.94, - "recall-0.15": 1.0, + "recall-0.1": 0.91, + "recall-0.15": 0.985, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_mouth_2": { "count": 200, - "mean": 0.040363, - "median": 0.034437, - "std": 0.025251, - "sem": 0.00179, - "min": 0.005928, - "max": 0.155934, - "recall-0.025": 0.32, - "recall-0.05": 0.7, - "recall-0.1": 0.975, - "recall-0.15": 0.995, + "mean": 0.042058, + "median": 0.034014, + "std": 0.028725, + "sem": 0.002036, + "min": 0.005176, + "max": 0.203671, + "recall-0.025": 0.335, + "recall-0.05": 0.68, + "recall-0.1": 0.95, + "recall-0.15": 0.99, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_mouth_3": { "count": 200, - "mean": 0.038177, - "median": 0.030022, - "std": 0.030734, - "sem": 0.002179, - "min": 0.005663, - "max": 0.237225, - "recall-0.025": 0.425, - "recall-0.05": 0.76, - "recall-0.1": 0.955, + "mean": 0.037984, + "median": 0.031902, + "std": 0.028258, + "sem": 0.002003, + "min": 0.004969, + "max": 0.195586, + "recall-0.025": 0.395, + "recall-0.05": 0.755, + "recall-0.1": 0.965, "recall-0.15": 0.99, "recall-0.25": 1.0, "recall-0.5": 1.0, @@ -2396,63 +2401,63 @@ Results of the model in various experiments on different datasets. \ }, "face_mouth_4": { "count": 200, - "mean": 0.037817, - "median": 0.030917, - "std": 0.030859, - "sem": 0.002188, - "min": 0.00509, - "max": 0.230103, - "recall-0.025": 0.385, - "recall-0.05": 0.775, - "recall-0.1": 0.95, - "recall-0.15": 0.99, + "mean": 0.035677, + "median": 0.028665, + "std": 0.025197, + "sem": 0.001786, + "min": 0.003035, + "max": 0.184432, + "recall-0.025": 0.405, + "recall-0.05": 0.755, + "recall-0.1": 0.99, + "recall-0.15": 0.995, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_mouth_5": { "count": 200, - "mean": 0.035788, - "median": 0.02831, - "std": 0.027872, - "sem": 0.001976, - "min": 0.00637, - "max": 0.249665, - "recall-0.025": 0.43, - "recall-0.05": 0.785, - "recall-0.1": 0.97, - "recall-0.15": 0.99, + "mean": 0.035733, + "median": 0.029642, + "std": 0.023831, + "sem": 0.001689, + "min": 0.003811, + "max": 0.116188, + "recall-0.025": 0.42, + "recall-0.05": 0.765, + "recall-0.1": 0.98, + "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_mouth_6": { "count": 200, - "mean": 0.034269, - "median": 0.027491, - "std": 0.027035, - "sem": 0.001916, - "min": 0.003982, - "max": 0.274223, - "recall-0.025": 0.42, - "recall-0.05": 0.815, + "mean": 0.03329, + "median": 0.027187, + "std": 0.022782, + "sem": 0.001615, + "min": 0.004021, + "max": 0.125617, + "recall-0.025": 0.45, + "recall-0.05": 0.81, "recall-0.1": 0.98, - "recall-0.15": 0.995, - "recall-0.25": 0.995, + "recall-0.15": 1.0, + "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_mouth_7": { "count": 200, - "mean": 0.035339, - "median": 0.028035, - "std": 0.025093, - "sem": 0.001779, - "min": 0.002751, - "max": 0.122372, - "recall-0.025": 0.41, - "recall-0.05": 0.77, - "recall-0.1": 0.955, + "mean": 0.037064, + "median": 0.029804, + "std": 0.025561, + "sem": 0.001812, + "min": 0.0026, + "max": 0.128281, + "recall-0.025": 0.42, + "recall-0.05": 0.74, + "recall-0.1": 0.975, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, @@ -2460,15 +2465,15 @@ Results of the model in various experiments on different datasets. \ }, "face_mouth_8": { "count": 200, - "mean": 0.037339, - "median": 0.029471, - "std": 0.033033, - "sem": 0.002342, - "min": 0.004811, - "max": 0.339595, - "recall-0.025": 0.395, - "recall-0.05": 0.77, - "recall-0.1": 0.96, + "mean": 0.035472, + "median": 0.026875, + "std": 0.02801, + "sem": 0.001986, + "min": 0.005957, + "max": 0.25901, + "recall-0.025": 0.47, + "recall-0.05": 0.765, + "recall-0.1": 0.985, "recall-0.15": 0.995, "recall-0.25": 0.995, "recall-0.5": 1.0, @@ -2476,63 +2481,63 @@ Results of the model in various experiments on different datasets. \ }, "face_mouth_9": { "count": 200, - "mean": 0.036204, - "median": 0.028948, - "std": 0.02796, - "sem": 0.001982, - "min": 0.00275, - "max": 0.221431, - "recall-0.025": 0.44, - "recall-0.05": 0.755, - "recall-0.1": 0.96, - "recall-0.15": 0.995, + "mean": 0.033642, + "median": 0.029523, + "std": 0.021946, + "sem": 0.001556, + "min": 0.002668, + "max": 0.100997, + "recall-0.025": 0.445, + "recall-0.05": 0.77, + "recall-0.1": 0.995, + "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_mouth_10": { "count": 200, - "mean": 0.037257, - "median": 0.02873, - "std": 0.029553, - "sem": 0.002095, - "min": 0.003752, - "max": 0.232221, - "recall-0.025": 0.385, - "recall-0.05": 0.735, - "recall-0.1": 0.97, - "recall-0.15": 0.995, + "mean": 0.036351, + "median": 0.029728, + "std": 0.023994, + "sem": 0.001701, + "min": 0.004999, + "max": 0.117816, + "recall-0.025": 0.425, + "recall-0.05": 0.73, + "recall-0.1": 0.985, + "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_mouth_11": { "count": 200, - "mean": 0.042673, - "median": 0.035268, - "std": 0.030148, - "sem": 0.002137, - "min": 0.006787, - "max": 0.244319, - "recall-0.025": 0.315, - "recall-0.05": 0.65, - "recall-0.1": 0.97, - "recall-0.15": 0.99, + "mean": 0.040776, + "median": 0.03344, + "std": 0.025401, + "sem": 0.001801, + "min": 0.006241, + "max": 0.173862, + "recall-0.025": 0.305, + "recall-0.05": 0.695, + "recall-0.1": 0.98, + "recall-0.15": 0.995, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_mouth_12": { "count": 200, - "mean": 0.044731, - "median": 0.037638, - "std": 0.028338, - "sem": 0.002009, - "min": 0.007113, - "max": 0.179607, - "recall-0.025": 0.3, - "recall-0.05": 0.635, - "recall-0.1": 0.955, + "mean": 0.043506, + "median": 0.035443, + "std": 0.02818, + "sem": 0.001998, + "min": 0.004687, + "max": 0.184401, + "recall-0.025": 0.33, + "recall-0.05": 0.645, + "recall-0.1": 0.95, "recall-0.15": 0.995, "recall-0.25": 1.0, "recall-0.5": 1.0, @@ -2540,79 +2545,79 @@ Results of the model in various experiments on different datasets. \ }, "face_mouth_13": { "count": 200, - "mean": 0.047379, - "median": 0.040453, - "std": 0.029552, - "sem": 0.002095, - "min": 0.002202, - "max": 0.17736, - "recall-0.025": 0.285, - "recall-0.05": 0.62, - "recall-0.1": 0.955, - "recall-0.15": 0.995, + "mean": 0.049131, + "median": 0.037281, + "std": 0.03516, + "sem": 0.002492, + "min": 0.001397, + "max": 0.20491, + "recall-0.025": 0.28, + "recall-0.05": 0.605, + "recall-0.1": 0.925, + "recall-0.15": 0.99, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_mouth_14": { "count": 200, - "mean": 0.041281, - "median": 0.035694, - "std": 0.028465, - "sem": 0.002018, - "min": 0.004043, - "max": 0.243727, + "mean": 0.040943, + "median": 0.034193, + "std": 0.028943, + "sem": 0.002052, + "min": 0.007828, + "max": 0.19069, "recall-0.025": 0.33, - "recall-0.05": 0.67, - "recall-0.1": 0.97, - "recall-0.15": 0.995, + "recall-0.05": 0.7, + "recall-0.1": 0.965, + "recall-0.15": 0.99, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_mouth_15": { "count": 200, - "mean": 0.038382, - "median": 0.033001, - "std": 0.027447, - "sem": 0.001946, - "min": 0.004032, - "max": 0.179518, - "recall-0.025": 0.365, - "recall-0.05": 0.77, - "recall-0.1": 0.96, - "recall-0.15": 0.99, + "mean": 0.037054, + "median": 0.030947, + "std": 0.025738, + "sem": 0.001824, + "min": 0.00409, + "max": 0.182185, + "recall-0.025": 0.395, + "recall-0.05": 0.745, + "recall-0.1": 0.98, + "recall-0.15": 0.995, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_mouth_16": { "count": 200, - "mean": 0.035104, - "median": 0.029862, - "std": 0.026819, - "sem": 0.001901, - "min": 0.003625, - "max": 0.23627, - "recall-0.025": 0.41, - "recall-0.05": 0.81, - "recall-0.1": 0.97, - "recall-0.15": 0.995, + "mean": 0.034311, + "median": 0.03033, + "std": 0.021421, + "sem": 0.001518, + "min": 0.003745, + "max": 0.090002, + "recall-0.025": 0.4, + "recall-0.05": 0.795, + "recall-0.1": 1.0, + "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_mouth_17": { "count": 200, - "mean": 0.036238, - "median": 0.027115, - "std": 0.025406, - "sem": 0.001801, - "min": 0.002715, - "max": 0.121344, - "recall-0.025": 0.415, - "recall-0.05": 0.77, - "recall-0.1": 0.955, + "mean": 0.03657, + "median": 0.02801, + "std": 0.025635, + "sem": 0.001817, + "min": 0.003487, + "max": 0.127839, + "recall-0.025": 0.42, + "recall-0.05": 0.755, + "recall-0.1": 0.97, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, @@ -2620,31 +2625,31 @@ Results of the model in various experiments on different datasets. \ }, "face_mouth_18": { "count": 200, - "mean": 0.033189, - "median": 0.025832, - "std": 0.027046, - "sem": 0.001917, - "min": 0.002952, - "max": 0.236878, + "mean": 0.031011, + "median": 0.026301, + "std": 0.020453, + "sem": 0.00145, + "min": 0.002986, + "max": 0.118443, "recall-0.025": 0.485, - "recall-0.05": 0.815, - "recall-0.1": 0.98, - "recall-0.15": 0.995, + "recall-0.05": 0.84, + "recall-0.1": 0.99, + "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_mouth_19": { "count": 200, - "mean": 0.034735, - "median": 0.026496, - "std": 0.029872, - "sem": 0.002118, - "min": 0.001033, - "max": 0.245443, - "recall-0.025": 0.48, - "recall-0.05": 0.77, - "recall-0.1": 0.965, + "mean": 0.033944, + "median": 0.026424, + "std": 0.0273, + "sem": 0.001935, + "min": 0.002402, + "max": 0.206116, + "recall-0.025": 0.485, + "recall-0.05": 0.795, + "recall-0.1": 0.975, "recall-0.15": 0.99, "recall-0.25": 1.0, "recall-0.5": 1.0, @@ -2652,718 +2657,718 @@ Results of the model in various experiments on different datasets. \ }, "face_mouth_20": { "count": 200, - "mean": 0.03861, - "median": 0.031279, - "std": 0.027959, - "sem": 0.001982, - "min": 0.006736, - "max": 0.2291, - "recall-0.025": 0.375, - "recall-0.05": 0.72, + "mean": 0.038142, + "median": 0.030417, + "std": 0.026198, + "sem": 0.001857, + "min": 0.006148, + "max": 0.174953, + "recall-0.025": 0.395, + "recall-0.05": 0.715, "recall-0.1": 0.97, - "recall-0.15": 0.995, + "recall-0.15": 0.99, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "hand_wrist_left": { - "count": 199, - "mean": 0.032596, - "median": 0.021869, - "std": 0.037315, - "sem": 0.002652, - "min": 0.002541, - "max": 0.226754, - "recall-0.025": 0.605, - "recall-0.05": 0.855, - "recall-0.1": 0.925, - "recall-0.15": 0.96, - "recall-0.25": 0.995, - "recall-0.5": 0.995, + "count": 200, + "mean": 0.034516, + "median": 0.022191, + "std": 0.037518, + "sem": 0.00266, + "min": 0.001138, + "max": 0.193255, + "recall-0.025": 0.565, + "recall-0.05": 0.825, + "recall-0.1": 0.91, + "recall-0.15": 0.965, + "recall-0.25": 1.0, + "recall-0.5": 1.0, "num_labels": 200 }, "hand_finger_thumb_left_1": { - "count": 198, - "mean": 0.033374, - "median": 0.020052, - "std": 0.038525, - "sem": 0.002745, - "min": 0.000643, - "max": 0.283561, - "recall-0.025": 0.6, - "recall-0.05": 0.835, - "recall-0.1": 0.92, - "recall-0.15": 0.965, - "recall-0.25": 0.985, - "recall-0.5": 0.99, + "count": 200, + "mean": 0.037508, + "median": 0.020763, + "std": 0.043145, + "sem": 0.003058, + "min": 0.001923, + "max": 0.271893, + "recall-0.025": 0.575, + "recall-0.05": 0.805, + "recall-0.1": 0.9, + "recall-0.15": 0.975, + "recall-0.25": 0.995, + "recall-0.5": 1.0, "num_labels": 200 }, "hand_finger_thumb_left_2": { "count": 200, - "mean": 0.039144, - "median": 0.02528, - "std": 0.040068, - "sem": 0.00284, - "min": 0.002559, - "max": 0.25243, + "mean": 0.040415, + "median": 0.025371, + "std": 0.043337, + "sem": 0.003072, + "min": 0.002407, + "max": 0.273428, "recall-0.025": 0.49, - "recall-0.05": 0.785, - "recall-0.1": 0.92, - "recall-0.15": 0.965, - "recall-0.25": 0.995, + "recall-0.05": 0.8, + "recall-0.1": 0.905, + "recall-0.15": 0.97, + "recall-0.25": 0.99, "recall-0.5": 1.0, "num_labels": 200 }, "hand_finger_thumb_left_3": { "count": 200, - "mean": 0.043274, - "median": 0.02696, - "std": 0.050164, - "sem": 0.003556, - "min": 0.002384, - "max": 0.346948, - "recall-0.025": 0.44, - "recall-0.05": 0.79, + "mean": 0.045057, + "median": 0.029064, + "std": 0.05522, + "sem": 0.003914, + "min": 0.004235, + "max": 0.382663, + "recall-0.025": 0.45, + "recall-0.05": 0.77, "recall-0.1": 0.895, - "recall-0.15": 0.945, - "recall-0.25": 0.99, + "recall-0.15": 0.95, + "recall-0.25": 0.975, "recall-0.5": 1.0, "num_labels": 200 }, "hand_finger_thumb_left_4": { "count": 200, - "mean": 0.048984, - "median": 0.029082, - "std": 0.05757, - "sem": 0.004081, - "min": 0.003745, - "max": 0.366865, - "recall-0.025": 0.415, - "recall-0.05": 0.715, - "recall-0.1": 0.89, - "recall-0.15": 0.935, - "recall-0.25": 0.985, + "mean": 0.047821, + "median": 0.030138, + "std": 0.055682, + "sem": 0.003947, + "min": 0.005278, + "max": 0.369263, + "recall-0.025": 0.375, + "recall-0.05": 0.735, + "recall-0.1": 0.895, + "recall-0.15": 0.955, + "recall-0.25": 0.975, "recall-0.5": 1.0, "num_labels": 200 }, "hand_finger_index_left_1": { "count": 200, - "mean": 0.046995, - "median": 0.02431, - "std": 0.061127, - "sem": 0.004333, - "min": 0.002976, - "max": 0.358171, + "mean": 0.044064, + "median": 0.024748, + "std": 0.052312, + "sem": 0.003708, + "min": 0.003777, + "max": 0.393811, "recall-0.025": 0.505, - "recall-0.05": 0.73, + "recall-0.05": 0.76, "recall-0.1": 0.895, - "recall-0.15": 0.935, - "recall-0.25": 0.97, + "recall-0.15": 0.955, + "recall-0.25": 0.99, "recall-0.5": 1.0, "num_labels": 200 }, "hand_finger_index_left_2": { "count": 200, - "mean": 0.047113, - "median": 0.026131, - "std": 0.061905, - "sem": 0.004388, - "min": 0.001779, - "max": 0.363288, - "recall-0.025": 0.48, - "recall-0.05": 0.765, - "recall-0.1": 0.89, - "recall-0.15": 0.93, - "recall-0.25": 0.97, + "mean": 0.043695, + "median": 0.026518, + "std": 0.053066, + "sem": 0.003762, + "min": 0.00406, + "max": 0.41611, + "recall-0.025": 0.46, + "recall-0.05": 0.78, + "recall-0.1": 0.9, + "recall-0.15": 0.96, + "recall-0.25": 0.985, "recall-0.5": 1.0, "num_labels": 200 }, "hand_finger_index_left_3": { - "count": 199, - "mean": 0.046345, - "median": 0.028139, - "std": 0.05897, - "sem": 0.004191, - "min": 0.003226, - "max": 0.351019, - "recall-0.025": 0.455, - "recall-0.05": 0.765, - "recall-0.1": 0.885, - "recall-0.15": 0.935, - "recall-0.25": 0.97, - "recall-0.5": 0.995, + "count": 200, + "mean": 0.045319, + "median": 0.027275, + "std": 0.0536, + "sem": 0.0038, + "min": 0.001804, + "max": 0.370949, + "recall-0.025": 0.425, + "recall-0.05": 0.755, + "recall-0.1": 0.905, + "recall-0.15": 0.95, + "recall-0.25": 0.98, + "recall-0.5": 1.0, "num_labels": 200 }, "hand_finger_index_left_4": { - "count": 199, - "mean": 0.048954, - "median": 0.028937, - "std": 0.059329, - "sem": 0.004216, - "min": 0.003156, - "max": 0.371049, - "recall-0.025": 0.43, - "recall-0.05": 0.74, - "recall-0.1": 0.875, - "recall-0.15": 0.92, - "recall-0.25": 0.97, - "recall-0.5": 0.995, + "count": 200, + "mean": 0.046802, + "median": 0.027557, + "std": 0.052909, + "sem": 0.003751, + "min": 0.002427, + "max": 0.381903, + "recall-0.025": 0.45, + "recall-0.05": 0.72, + "recall-0.1": 0.89, + "recall-0.15": 0.945, + "recall-0.25": 0.98, + "recall-0.5": 1.0, "num_labels": 200 }, "hand_finger_middle_left_1": { - "count": 199, - "mean": 0.042803, - "median": 0.022127, - "std": 0.056804, - "sem": 0.004037, - "min": 0.001935, - "max": 0.320376, - "recall-0.025": 0.555, + "count": 200, + "mean": 0.041016, + "median": 0.023656, + "std": 0.049226, + "sem": 0.00349, + "min": 0.004515, + "max": 0.350608, + "recall-0.025": 0.55, "recall-0.05": 0.76, - "recall-0.1": 0.91, - "recall-0.15": 0.94, - "recall-0.25": 0.965, - "recall-0.5": 0.995, + "recall-0.1": 0.89, + "recall-0.15": 0.965, + "recall-0.25": 0.99, + "recall-0.5": 1.0, "num_labels": 200 }, "hand_finger_middle_left_2": { - "count": 199, - "mean": 0.041643, - "median": 0.022675, - "std": 0.056302, - "sem": 0.004001, - "min": 0.00138, - "max": 0.328754, - "recall-0.025": 0.565, - "recall-0.05": 0.775, - "recall-0.1": 0.895, - "recall-0.15": 0.95, - "recall-0.25": 0.965, - "recall-0.5": 0.995, + "count": 200, + "mean": 0.039963, + "median": 0.02381, + "std": 0.049557, + "sem": 0.003513, + "min": 0.001677, + "max": 0.384207, + "recall-0.025": 0.515, + "recall-0.05": 0.805, + "recall-0.1": 0.91, + "recall-0.15": 0.955, + "recall-0.25": 0.99, + "recall-0.5": 1.0, "num_labels": 200 }, "hand_finger_middle_left_3": { "count": 200, - "mean": 0.048081, - "median": 0.02393, - "std": 0.068152, - "sem": 0.004831, - "min": 0.0026, - "max": 0.443258, - "recall-0.025": 0.52, - "recall-0.05": 0.765, - "recall-0.1": 0.89, - "recall-0.15": 0.925, - "recall-0.25": 0.955, + "mean": 0.044557, + "median": 0.02573, + "std": 0.057877, + "sem": 0.004103, + "min": 0.002238, + "max": 0.39976, + "recall-0.025": 0.49, + "recall-0.05": 0.76, + "recall-0.1": 0.9, + "recall-0.15": 0.94, + "recall-0.25": 0.985, "recall-0.5": 1.0, "num_labels": 200 }, "hand_finger_middle_left_4": { "count": 200, - "mean": 0.051388, - "median": 0.026807, - "std": 0.067904, - "sem": 0.004814, - "min": 0.003564, - "max": 0.431567, - "recall-0.025": 0.465, - "recall-0.05": 0.71, - "recall-0.1": 0.885, - "recall-0.15": 0.92, + "mean": 0.048309, + "median": 0.026585, + "std": 0.065141, + "sem": 0.004618, + "min": 0.002649, + "max": 0.446935, + "recall-0.025": 0.46, + "recall-0.05": 0.745, + "recall-0.1": 0.89, + "recall-0.15": 0.94, "recall-0.25": 0.97, "recall-0.5": 1.0, "num_labels": 200 }, "hand_finger_ring_left_1": { "count": 200, - "mean": 0.042465, - "median": 0.020229, - "std": 0.058353, - "sem": 0.004137, - "min": 0.002371, - "max": 0.317107, - "recall-0.025": 0.59, - "recall-0.05": 0.79, - "recall-0.1": 0.9, - "recall-0.15": 0.955, - "recall-0.25": 0.97, + "mean": 0.03908, + "median": 0.021076, + "std": 0.047715, + "sem": 0.003382, + "min": 0.000219, + "max": 0.305373, + "recall-0.025": 0.56, + "recall-0.05": 0.77, + "recall-0.1": 0.915, + "recall-0.15": 0.97, + "recall-0.25": 0.99, "recall-0.5": 1.0, "num_labels": 200 }, "hand_finger_ring_left_2": { "count": 200, - "mean": 0.041538, - "median": 0.022584, - "std": 0.056897, - "sem": 0.004033, - "min": 0.002653, - "max": 0.323794, - "recall-0.025": 0.56, - "recall-0.05": 0.795, - "recall-0.1": 0.91, - "recall-0.15": 0.94, - "recall-0.25": 0.975, + "mean": 0.040465, + "median": 0.022642, + "std": 0.049892, + "sem": 0.003537, + "min": 0.002937, + "max": 0.317936, + "recall-0.025": 0.565, + "recall-0.05": 0.79, + "recall-0.1": 0.92, + "recall-0.15": 0.95, + "recall-0.25": 0.985, "recall-0.5": 1.0, "num_labels": 200 }, "hand_finger_ring_left_3": { - "count": 199, - "mean": 0.04494, - "median": 0.024235, - "std": 0.059726, - "sem": 0.004245, - "min": 0.003145, - "max": 0.337291, - "recall-0.025": 0.515, - "recall-0.05": 0.76, - "recall-0.1": 0.91, - "recall-0.15": 0.925, - "recall-0.25": 0.965, - "recall-0.5": 0.995, + "count": 200, + "mean": 0.042691, + "median": 0.02316, + "std": 0.057392, + "sem": 0.004068, + "min": 0.001407, + "max": 0.479006, + "recall-0.025": 0.55, + "recall-0.05": 0.77, + "recall-0.1": 0.915, + "recall-0.15": 0.945, + "recall-0.25": 0.985, + "recall-0.5": 1.0, "num_labels": 200 }, "hand_finger_ring_left_4": { - "count": 199, - "mean": 0.047968, - "median": 0.025486, - "std": 0.059259, - "sem": 0.004211, - "min": 0.003306, - "max": 0.33923, - "recall-0.025": 0.48, - "recall-0.05": 0.73, - "recall-0.1": 0.88, - "recall-0.15": 0.925, - "recall-0.25": 0.965, - "recall-0.5": 0.995, + "count": 200, + "mean": 0.047878, + "median": 0.028089, + "std": 0.05891, + "sem": 0.004176, + "min": 0.002418, + "max": 0.487269, + "recall-0.025": 0.46, + "recall-0.05": 0.72, + "recall-0.1": 0.89, + "recall-0.15": 0.94, + "recall-0.25": 0.985, + "recall-0.5": 1.0, "num_labels": 200 }, "hand_finger_pinky_left_1": { "count": 200, - "mean": 0.044708, - "median": 0.022926, - "std": 0.063477, - "sem": 0.0045, - "min": 0.002538, - "max": 0.476923, - "recall-0.025": 0.535, - "recall-0.05": 0.79, - "recall-0.1": 0.885, - "recall-0.15": 0.945, - "recall-0.25": 0.975, + "mean": 0.041204, + "median": 0.024757, + "std": 0.049273, + "sem": 0.003493, + "min": 0.005117, + "max": 0.301952, + "recall-0.025": 0.51, + "recall-0.05": 0.78, + "recall-0.1": 0.92, + "recall-0.15": 0.955, + "recall-0.25": 0.985, "recall-0.5": 1.0, "num_labels": 200 }, "hand_finger_pinky_left_2": { "count": 200, - "mean": 0.047077, - "median": 0.023398, - "std": 0.066874, - "sem": 0.004741, - "min": 0.002709, - "max": 0.450394, - "recall-0.025": 0.535, - "recall-0.05": 0.78, - "recall-0.1": 0.9, - "recall-0.15": 0.94, - "recall-0.25": 0.965, + "mean": 0.041383, + "median": 0.024797, + "std": 0.045682, + "sem": 0.003238, + "min": 0.002831, + "max": 0.296445, + "recall-0.025": 0.5, + "recall-0.05": 0.765, + "recall-0.1": 0.91, + "recall-0.15": 0.96, + "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "hand_finger_pinky_left_3": { "count": 199, - "mean": 0.044292, - "median": 0.024739, - "std": 0.054099, - "sem": 0.003845, - "min": 0.002664, - "max": 0.31721, - "recall-0.025": 0.51, - "recall-0.05": 0.755, + "mean": 0.042548, + "median": 0.026834, + "std": 0.045636, + "sem": 0.003243, + "min": 0.002273, + "max": 0.305862, + "recall-0.025": 0.46, + "recall-0.05": 0.725, "recall-0.1": 0.915, - "recall-0.15": 0.935, - "recall-0.25": 0.975, + "recall-0.15": 0.945, + "recall-0.25": 0.99, "recall-0.5": 0.995, "num_labels": 200 }, "hand_finger_pinky_left_4": { "count": 199, - "mean": 0.045727, - "median": 0.026681, - "std": 0.056787, - "sem": 0.004036, - "min": 0.001727, - "max": 0.39175, - "recall-0.025": 0.455, - "recall-0.05": 0.73, - "recall-0.1": 0.905, - "recall-0.15": 0.94, - "recall-0.25": 0.97, + "mean": 0.045097, + "median": 0.02845, + "std": 0.047571, + "sem": 0.003381, + "min": 0.003356, + "max": 0.32898, + "recall-0.025": 0.45, + "recall-0.05": 0.71, + "recall-0.1": 0.91, + "recall-0.15": 0.95, + "recall-0.25": 0.985, "recall-0.5": 0.995, "num_labels": 200 }, "hand_wrist_right": { "count": 200, - "mean": 0.045421, - "median": 0.026272, - "std": 0.054708, - "sem": 0.003878, - "min": 0.001531, - "max": 0.379068, - "recall-0.025": 0.49, - "recall-0.05": 0.745, - "recall-0.1": 0.885, + "mean": 0.044437, + "median": 0.022857, + "std": 0.063083, + "sem": 0.004472, + "min": 0.003163, + "max": 0.437933, + "recall-0.025": 0.54, + "recall-0.05": 0.775, + "recall-0.1": 0.895, "recall-0.15": 0.945, - "recall-0.25": 0.99, + "recall-0.25": 0.97, "recall-0.5": 1.0, "num_labels": 200 }, "hand_finger_thumb_right_1": { "count": 200, - "mean": 0.046193, - "median": 0.02405, - "std": 0.059495, - "sem": 0.004218, - "min": 0.001411, - "max": 0.396186, - "recall-0.025": 0.505, - "recall-0.05": 0.75, - "recall-0.1": 0.885, - "recall-0.15": 0.945, + "mean": 0.042616, + "median": 0.02394, + "std": 0.055098, + "sem": 0.003906, + "min": 0.003081, + "max": 0.330056, + "recall-0.025": 0.52, + "recall-0.05": 0.785, + "recall-0.1": 0.915, + "recall-0.15": 0.95, "recall-0.25": 0.98, "recall-0.5": 1.0, "num_labels": 200 }, "hand_finger_thumb_right_2": { "count": 200, - "mean": 0.05077, - "median": 0.029014, - "std": 0.062709, - "sem": 0.004445, - "min": 0.005189, - "max": 0.449003, - "recall-0.025": 0.435, - "recall-0.05": 0.72, - "recall-0.1": 0.88, - "recall-0.15": 0.935, - "recall-0.25": 0.97, + "mean": 0.048046, + "median": 0.027216, + "std": 0.058434, + "sem": 0.004142, + "min": 0.001439, + "max": 0.388938, + "recall-0.025": 0.46, + "recall-0.05": 0.75, + "recall-0.1": 0.9, + "recall-0.15": 0.945, + "recall-0.25": 0.98, "recall-0.5": 1.0, "num_labels": 200 }, "hand_finger_thumb_right_3": { "count": 200, - "mean": 0.060174, - "median": 0.032299, - "std": 0.075488, - "sem": 0.005351, - "min": 0.00356, - "max": 0.459354, - "recall-0.025": 0.4, - "recall-0.05": 0.665, - "recall-0.1": 0.86, - "recall-0.15": 0.895, - "recall-0.25": 0.96, + "mean": 0.054471, + "median": 0.032286, + "std": 0.067737, + "sem": 0.004802, + "min": 0.003011, + "max": 0.446294, + "recall-0.025": 0.38, + "recall-0.05": 0.68, + "recall-0.1": 0.89, + "recall-0.15": 0.925, + "recall-0.25": 0.97, "recall-0.5": 1.0, "num_labels": 200 }, "hand_finger_thumb_right_4": { "count": 200, - "mean": 0.062657, - "median": 0.034735, - "std": 0.078518, - "sem": 0.005566, - "min": 0.00511, - "max": 0.441019, - "recall-0.025": 0.34, - "recall-0.05": 0.67, - "recall-0.1": 0.845, - "recall-0.15": 0.89, - "recall-0.25": 0.96, + "mean": 0.057654, + "median": 0.033989, + "std": 0.070913, + "sem": 0.005027, + "min": 0.004996, + "max": 0.396207, + "recall-0.025": 0.385, + "recall-0.05": 0.675, + "recall-0.1": 0.87, + "recall-0.15": 0.91, + "recall-0.25": 0.965, "recall-0.5": 1.0, "num_labels": 200 }, "hand_finger_index_right_1": { - "count": 200, - "mean": 0.054676, - "median": 0.029544, - "std": 0.069189, - "sem": 0.004905, - "min": 0.004466, - "max": 0.410194, - "recall-0.025": 0.42, - "recall-0.05": 0.7, - "recall-0.1": 0.875, - "recall-0.15": 0.925, - "recall-0.25": 0.96, - "recall-0.5": 1.0, + "count": 199, + "mean": 0.049938, + "median": 0.029873, + "std": 0.065096, + "sem": 0.004626, + "min": 0.00282, + "max": 0.475702, + "recall-0.025": 0.4, + "recall-0.05": 0.73, + "recall-0.1": 0.92, + "recall-0.15": 0.935, + "recall-0.25": 0.97, + "recall-0.5": 0.995, "num_labels": 200 }, "hand_finger_index_right_2": { - "count": 199, - "mean": 0.056866, - "median": 0.031041, - "std": 0.074708, - "sem": 0.005309, - "min": 0.003866, - "max": 0.446547, - "recall-0.025": 0.405, - "recall-0.05": 0.695, - "recall-0.1": 0.86, - "recall-0.15": 0.895, - "recall-0.25": 0.955, - "recall-0.5": 0.995, + "count": 198, + "mean": 0.051234, + "median": 0.030612, + "std": 0.068835, + "sem": 0.004904, + "min": 0.005792, + "max": 0.447253, + "recall-0.025": 0.41, + "recall-0.05": 0.705, + "recall-0.1": 0.895, + "recall-0.15": 0.92, + "recall-0.25": 0.965, + "recall-0.5": 0.99, "num_labels": 200 }, "hand_finger_index_right_3": { - "count": 200, - "mean": 0.060791, - "median": 0.033727, - "std": 0.078981, - "sem": 0.005599, - "min": 0.003532, - "max": 0.466153, - "recall-0.025": 0.4, - "recall-0.05": 0.67, - "recall-0.1": 0.855, - "recall-0.15": 0.9, + "count": 197, + "mean": 0.051372, + "median": 0.029641, + "std": 0.064347, + "sem": 0.004596, + "min": 0.002767, + "max": 0.402064, + "recall-0.025": 0.41, + "recall-0.05": 0.69, + "recall-0.1": 0.88, + "recall-0.15": 0.925, "recall-0.25": 0.955, - "recall-0.5": 1.0, + "recall-0.5": 0.985, "num_labels": 200 }, "hand_finger_index_right_4": { - "count": 200, - "mean": 0.061503, - "median": 0.033226, - "std": 0.083269, - "sem": 0.005903, - "min": 0.003279, - "max": 0.476849, - "recall-0.025": 0.36, - "recall-0.05": 0.66, - "recall-0.1": 0.86, - "recall-0.15": 0.905, - "recall-0.25": 0.955, - "recall-0.5": 1.0, + "count": 198, + "mean": 0.053102, + "median": 0.032088, + "std": 0.067033, + "sem": 0.004776, + "min": 0.00524, + "max": 0.458136, + "recall-0.025": 0.375, + "recall-0.05": 0.705, + "recall-0.1": 0.89, + "recall-0.15": 0.93, + "recall-0.25": 0.965, + "recall-0.5": 0.99, "num_labels": 200 }, "hand_finger_middle_right_1": { - "count": 200, - "mean": 0.054421, - "median": 0.027916, - "std": 0.071021, - "sem": 0.005035, - "min": 0.001452, - "max": 0.485435, - "recall-0.025": 0.46, - "recall-0.05": 0.735, - "recall-0.1": 0.86, - "recall-0.15": 0.92, - "recall-0.25": 0.96, - "recall-0.5": 1.0, + "count": 197, + "mean": 0.048333, + "median": 0.028065, + "std": 0.063321, + "sem": 0.004523, + "min": 0.001646, + "max": 0.413266, + "recall-0.025": 0.465, + "recall-0.05": 0.76, + "recall-0.1": 0.905, + "recall-0.15": 0.915, + "recall-0.25": 0.955, + "recall-0.5": 0.985, "num_labels": 200 }, "hand_finger_middle_right_2": { - "count": 199, - "mean": 0.054662, - "median": 0.02665, - "std": 0.073067, - "sem": 0.005193, - "min": 0.001794, - "max": 0.45586, + "count": 197, + "mean": 0.047187, + "median": 0.026241, + "std": 0.065719, + "sem": 0.004694, + "min": 0.002045, + "max": 0.444918, "recall-0.025": 0.475, - "recall-0.05": 0.71, - "recall-0.1": 0.85, - "recall-0.15": 0.895, + "recall-0.05": 0.74, + "recall-0.1": 0.88, + "recall-0.15": 0.925, "recall-0.25": 0.96, - "recall-0.5": 0.995, + "recall-0.5": 0.985, "num_labels": 200 }, "hand_finger_middle_right_3": { - "count": 200, - "mean": 0.055942, - "median": 0.029396, - "std": 0.070434, - "sem": 0.004993, - "min": 0.001165, - "max": 0.406296, + "count": 198, + "mean": 0.051756, + "median": 0.028043, + "std": 0.072779, + "sem": 0.005185, + "min": 0.00155, + "max": 0.481599, "recall-0.025": 0.46, - "recall-0.05": 0.67, - "recall-0.1": 0.84, - "recall-0.15": 0.91, + "recall-0.05": 0.715, + "recall-0.1": 0.88, + "recall-0.15": 0.92, "recall-0.25": 0.96, - "recall-0.5": 1.0, + "recall-0.5": 0.99, "num_labels": 200 }, "hand_finger_middle_right_4": { - "count": 200, - "mean": 0.059548, - "median": 0.034243, - "std": 0.071324, - "sem": 0.005056, - "min": 0.00182, - "max": 0.410573, - "recall-0.025": 0.4, - "recall-0.05": 0.68, - "recall-0.1": 0.835, - "recall-0.15": 0.905, - "recall-0.25": 0.96, - "recall-0.5": 1.0, - "num_labels": 200 - }, - "hand_finger_ring_right_1": { - "count": 200, - "mean": 0.053123, - "median": 0.031006, - "std": 0.067595, - "sem": 0.004792, - "min": 0.002199, - "max": 0.403427, - "recall-0.025": 0.415, - "recall-0.05": 0.73, - "recall-0.1": 0.865, - "recall-0.15": 0.925, - "recall-0.25": 0.965, - "recall-0.5": 1.0, - "num_labels": 200 - }, - "hand_finger_ring_right_2": { - "count": 200, - "mean": 0.054446, - "median": 0.027713, - "std": 0.067767, - "sem": 0.004804, - "min": 0.002244, - "max": 0.406695, - "recall-0.025": 0.45, - "recall-0.05": 0.715, - "recall-0.1": 0.845, - "recall-0.15": 0.9, - "recall-0.25": 0.975, - "recall-0.5": 1.0, - "num_labels": 200 - }, - "hand_finger_ring_right_3": { - "count": 200, - "mean": 0.053525, - "median": 0.027889, - "std": 0.066126, - "sem": 0.004688, - "min": 0.001225, - "max": 0.407229, - "recall-0.025": 0.435, - "recall-0.05": 0.7, - "recall-0.1": 0.855, - "recall-0.15": 0.905, - "recall-0.25": 0.975, - "recall-0.5": 1.0, - "num_labels": 200 - }, - "hand_finger_ring_right_4": { - "count": 200, - "mean": 0.060889, - "median": 0.033858, - "std": 0.073459, - "sem": 0.005207, - "min": 0.005246, - "max": 0.427222, - "recall-0.025": 0.34, - "recall-0.05": 0.685, - "recall-0.1": 0.85, - "recall-0.15": 0.89, - "recall-0.25": 0.965, - "recall-0.5": 1.0, - "num_labels": 200 - }, - "hand_finger_pinky_right_1": { - "count": 200, - "mean": 0.052189, - "median": 0.030066, - "std": 0.061118, - "sem": 0.004333, - "min": 0.002874, - "max": 0.401028, - "recall-0.025": 0.41, - "recall-0.05": 0.725, - "recall-0.1": 0.86, - "recall-0.15": 0.92, - "recall-0.25": 0.975, - "recall-0.5": 1.0, - "num_labels": 200 - }, - "hand_finger_pinky_right_2": { - "count": 199, - "mean": 0.055533, - "median": 0.032747, - "std": 0.065354, - "sem": 0.004644, - "min": 0.001233, - "max": 0.42205, - "recall-0.025": 0.37, - "recall-0.05": 0.685, - "recall-0.1": 0.84, - "recall-0.15": 0.91, - "recall-0.25": 0.975, - "recall-0.5": 0.995, - "num_labels": 200 - }, - "hand_finger_pinky_right_3": { "count": 198, - "mean": 0.054377, - "median": 0.030116, - "std": 0.062228, - "sem": 0.004434, - "min": 0.002997, - "max": 0.412459, - "recall-0.025": 0.405, - "recall-0.05": 0.67, - "recall-0.1": 0.85, - "recall-0.15": 0.89, + "mean": 0.050383, + "median": 0.030248, + "std": 0.061719, + "sem": 0.004397, + "min": 0.003961, + "max": 0.412857, + "recall-0.025": 0.4, + "recall-0.05": 0.705, + "recall-0.1": 0.885, + "recall-0.15": 0.93, "recall-0.25": 0.97, "recall-0.5": 0.99, "num_labels": 200 }, - "hand_finger_pinky_right_4": { + "hand_finger_ring_right_1": { "count": 199, - "mean": 0.059467, - "median": 0.03372, - "std": 0.073891, - "sem": 0.005251, - "min": 0.0028, - "max": 0.487009, - "recall-0.025": 0.355, - "recall-0.05": 0.66, - "recall-0.1": 0.85, - "recall-0.15": 0.905, - "recall-0.25": 0.97, + "mean": 0.052143, + "median": 0.028861, + "std": 0.07426, + "sem": 0.005277, + "min": 0.003149, + "max": 0.442258, + "recall-0.025": 0.435, + "recall-0.05": 0.725, + "recall-0.1": 0.905, + "recall-0.15": 0.92, + "recall-0.25": 0.955, "recall-0.5": 0.995, "num_labels": 200 }, + "hand_finger_ring_right_2": { + "count": 198, + "mean": 0.048855, + "median": 0.027307, + "std": 0.069375, + "sem": 0.004943, + "min": 0.001657, + "max": 0.464202, + "recall-0.025": 0.475, + "recall-0.05": 0.75, + "recall-0.1": 0.895, + "recall-0.15": 0.925, + "recall-0.25": 0.96, + "recall-0.5": 0.99, + "num_labels": 200 + }, + "hand_finger_ring_right_3": { + "count": 199, + "mean": 0.05276, + "median": 0.027269, + "std": 0.075862, + "sem": 0.005391, + "min": 0.001984, + "max": 0.456384, + "recall-0.025": 0.455, + "recall-0.05": 0.705, + "recall-0.1": 0.88, + "recall-0.15": 0.93, + "recall-0.25": 0.96, + "recall-0.5": 0.995, + "num_labels": 200 + }, + "hand_finger_ring_right_4": { + "count": 198, + "mean": 0.053809, + "median": 0.03146, + "std": 0.064298, + "sem": 0.004581, + "min": 0.004771, + "max": 0.440034, + "recall-0.025": 0.355, + "recall-0.05": 0.675, + "recall-0.1": 0.86, + "recall-0.15": 0.925, + "recall-0.25": 0.97, + "recall-0.5": 0.99, + "num_labels": 200 + }, + "hand_finger_pinky_right_1": { + "count": 200, + "mean": 0.05025, + "median": 0.030178, + "std": 0.067831, + "sem": 0.004808, + "min": 0.001718, + "max": 0.449189, + "recall-0.025": 0.39, + "recall-0.05": 0.72, + "recall-0.1": 0.92, + "recall-0.15": 0.94, + "recall-0.25": 0.965, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "hand_finger_pinky_right_2": { + "count": 198, + "mean": 0.047786, + "median": 0.030571, + "std": 0.056662, + "sem": 0.004037, + "min": 0.003478, + "max": 0.455892, + "recall-0.025": 0.38, + "recall-0.05": 0.69, + "recall-0.1": 0.905, + "recall-0.15": 0.94, + "recall-0.25": 0.975, + "recall-0.5": 0.99, + "num_labels": 200 + }, + "hand_finger_pinky_right_3": { + "count": 197, + "mean": 0.045591, + "median": 0.02939, + "std": 0.050156, + "sem": 0.003583, + "min": 0.002392, + "max": 0.343217, + "recall-0.025": 0.405, + "recall-0.05": 0.71, + "recall-0.1": 0.89, + "recall-0.15": 0.935, + "recall-0.25": 0.97, + "recall-0.5": 0.985, + "num_labels": 200 + }, + "hand_finger_pinky_right_4": { + "count": 197, + "mean": 0.049061, + "median": 0.034139, + "std": 0.053888, + "sem": 0.003849, + "min": 0.004877, + "max": 0.455632, + "recall-0.025": 0.395, + "recall-0.05": 0.67, + "recall-0.1": 0.895, + "recall-0.15": 0.94, + "recall-0.25": 0.97, + "recall-0.5": 0.985, + "num_labels": 200 + }, "hip_middle": { "count": 200, - "mean": 0.028829, - "median": 0.024565, - "std": 0.018505, - "sem": 0.001312, - "min": 0.003215, - "max": 0.173823, - "recall-0.025": 0.515, - "recall-0.05": 0.915, - "recall-0.1": 0.99, - "recall-0.15": 0.995, + "mean": 0.028935, + "median": 0.025605, + "std": 0.015005, + "sem": 0.001064, + "min": 0.00212, + "max": 0.073481, + "recall-0.025": 0.495, + "recall-0.05": 0.875, + "recall-0.1": 1.0, + "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "shoulder_middle": { "count": 200, - "mean": 0.019243, - "median": 0.017057, - "std": 0.010517, - "sem": 0.000745, - "min": 0.001245, - "max": 0.05575, - "recall-0.025": 0.73, - "recall-0.05": 0.99, + "mean": 0.018445, + "median": 0.016308, + "std": 0.009167, + "sem": 0.00065, + "min": 0.002098, + "max": 0.0536, + "recall-0.025": 0.795, + "recall-0.05": 0.995, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, @@ -3372,15 +3377,15 @@ Results of the model in various experiments on different datasets. \ }, "head": { "count": 200, - "mean": 0.034492, - "median": 0.030036, - "std": 0.02127, - "sem": 0.001508, - "min": 0.006744, - "max": 0.139126, - "recall-0.025": 0.405, - "recall-0.05": 0.805, - "recall-0.1": 0.985, + "mean": 0.031496, + "median": 0.026825, + "std": 0.019718, + "sem": 0.001398, + "min": 0.002385, + "max": 0.112446, + "recall-0.025": 0.45, + "recall-0.05": 0.84, + "recall-0.1": 0.99, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, @@ -3388,49 +3393,49 @@ Results of the model in various experiments on different datasets. \ }, "body_errors": { "body": { - "count": 5192, - "mean": 0.030192, - "median": 0.023382, - "std": 0.027541, - "sem": 0.001954, - "min": 0.002921, - "max": 0.229461, + "count": 5200, + "mean": 0.029742, + "median": 0.023554, + "std": 0.025044, + "sem": 0.001775, + "min": 0.00271, + "max": 0.179749, "num_labels": 5200 }, "face": { - "count": 13597, - "mean": 0.048241, - "median": 0.040051, - "std": 0.032103, - "sem": 0.002276, - "min": 0.005474, - "max": 0.216164, + "count": 13598, + "mean": 0.04763, + "median": 0.039311, + "std": 0.031442, + "sem": 0.002229, + "min": 0.005687, + "max": 0.201581, "num_labels": 13600 }, "hand": { - "count": 8383, - "mean": 0.049925, - "median": 0.027521, - "std": 0.063107, - "sem": 0.004478, - "min": 0.002681, - "max": 0.391661, + "count": 8366, + "mean": 0.04642, + "median": 0.027312, + "std": 0.057769, + "sem": 0.004104, + "min": 0.002957, + "max": 0.392711, "num_labels": 8400 } }, "joint_recalls": { "num_labels": 27200, - "recall-0.025": 0.40088, - "recall-0.05": 0.70585, - "recall-0.1": 0.91154, - "recall-0.15": 0.96393, - "recall-0.25": 0.98949, - "recall-0.5": 0.99897 + "recall-0.025": 0.40235, + "recall-0.05": 0.71118, + "recall-0.1": 0.92283, + "recall-0.15": 0.96963, + "recall-0.25": 0.99173, + "recall-0.5": 0.99868 } } { "total_parts": 2800, - "correct_parts": 2785, - "pcp": 0.994643 + "correct_parts": 2791, + "pcp": 0.996786 } ```