# Evaluation Results Results of the model in various experiments on different datasets. ### Human36m ```json { "avg_time_2d": 0.06955649327423613, "avg_time_3d": 0.0004693362672450179, "avg_fps": 14.280444895088758 } { "person_nums": { "total_frames": 600, "total_labels": 600, "total_preds": 600, "considered_empty": 0, "valid_preds": 600, "invalid_preds": 0, "missing": 0, "invalid_fraction": 0.0, "precision": 1.0, "recall": 1.0, "f1": 1.0, "non_empty": 600 }, "mpjpe": { "count": 600, "mean": 0.067044, "median": 0.059406, "std": 0.027778, "sem": 0.001135, "min": 0.043707, "max": 0.190247, "recall-0.025": 0.0, "recall-0.05": 0.033333, "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": 0.002029, "ap-0.1": 0.893774, "ap-0.15": 0.91673, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "nose": { "count": 600, "mean": 0.117677, "median": 0.101523, "std": 0.042982, "sem": 0.001756, "min": 0.046466, "max": 0.271134, "recall-0.025": 0.0, "recall-0.05": 0.003333, "recall-0.1": 0.485, "recall-0.15": 0.805, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 600 }, "shoulder_left": { "count": 600, "mean": 0.0334, "median": 0.025798, "std": 0.032123, "sem": 0.001312, "min": 0.003037, "max": 0.181945, "recall-0.025": 0.485, "recall-0.05": 0.871667, "recall-0.1": 0.948333, "recall-0.15": 0.965, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "shoulder_right": { "count": 600, "mean": 0.048216, "median": 0.033552, "std": 0.042119, "sem": 0.001721, "min": 0.003882, "max": 0.247362, "recall-0.025": 0.235, "recall-0.05": 0.758333, "recall-0.1": 0.901667, "recall-0.15": 0.943333, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "elbow_left": { "count": 600, "mean": 0.042931, "median": 0.034599, "std": 0.034815, "sem": 0.001422, "min": 0.002682, "max": 0.193558, "recall-0.025": 0.271667, "recall-0.05": 0.806667, "recall-0.1": 0.943333, "recall-0.15": 0.956667, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "elbow_right": { "count": 600, "mean": 0.043934, "median": 0.03334, "std": 0.036065, "sem": 0.001474, "min": 0.00667, "max": 0.285024, "recall-0.025": 0.245, "recall-0.05": 0.806667, "recall-0.1": 0.928333, "recall-0.15": 0.945, "recall-0.25": 0.998333, "recall-0.5": 1.0, "num_labels": 600 }, "wrist_left": { "count": 600, "mean": 0.040681, "median": 0.024264, "std": 0.042258, "sem": 0.001727, "min": 0.001517, "max": 0.18631, "recall-0.025": 0.513333, "recall-0.05": 0.746667, "recall-0.1": 0.91, "recall-0.15": 0.945, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "wrist_right": { "count": 600, "mean": 0.043196, "median": 0.025854, "std": 0.047962, "sem": 0.00196, "min": 0.001698, "max": 0.425617, "recall-0.025": 0.471667, "recall-0.05": 0.77, "recall-0.1": 0.893333, "recall-0.15": 0.92, "recall-0.25": 0.998333, "recall-0.5": 1.0, "num_labels": 600 }, "hip_left": { "count": 600, "mean": 0.089857, "median": 0.087197, "std": 0.033035, "sem": 0.00135, "min": 0.01535, "max": 0.236764, "recall-0.025": 0.006667, "recall-0.05": 0.043333, "recall-0.1": 0.823333, "recall-0.15": 0.95, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "hip_right": { "count": 600, "mean": 0.114649, "median": 0.115077, "std": 0.026326, "sem": 0.001076, "min": 0.046172, "max": 0.234935, "recall-0.025": 0.0, "recall-0.05": 0.001667, "recall-0.1": 0.251667, "recall-0.15": 0.946667, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "knee_left": { "count": 600, "mean": 0.06083, "median": 0.045088, "std": 0.061419, "sem": 0.00251, "min": 0.01946, "max": 0.425374, "recall-0.025": 0.046667, "recall-0.05": 0.6, "recall-0.1": 0.92, "recall-0.15": 0.921667, "recall-0.25": 0.98, "recall-0.5": 1.0, "num_labels": 600 }, "knee_right": { "count": 600, "mean": 0.051154, "median": 0.043249, "std": 0.035226, "sem": 0.001439, "min": 0.017082, "max": 0.259899, "recall-0.025": 0.036667, "recall-0.05": 0.733333, "recall-0.1": 0.943333, "recall-0.15": 0.945, "recall-0.25": 0.998333, "recall-0.5": 1.0, "num_labels": 600 }, "ankle_left": { "count": 598, "mean": 0.098141, "median": 0.086283, "std": 0.049814, "sem": 0.002039, "min": 0.039216, "max": 0.495347, "recall-0.025": 0.0, "recall-0.05": 0.001667, "recall-0.1": 0.843333, "recall-0.15": 0.938333, "recall-0.25": 0.98, "recall-0.5": 0.996667, "num_labels": 600 }, "ankle_right": { "count": 600, "mean": 0.085402, "median": 0.068683, "std": 0.058021, "sem": 0.002371, "min": 0.032987, "max": 0.463238, "recall-0.025": 0.0, "recall-0.05": 0.016667, "recall-0.1": 0.885, "recall-0.15": 0.906667, "recall-0.25": 0.98, "recall-0.5": 1.0, "num_labels": 600 }, "joint_recalls": { "num_labels": 7800, "recall-0.025": 0.17769, "recall-0.05": 0.47333, "recall-0.1": 0.82038, "recall-0.15": 0.92962, "recall-0.25": 0.99423, "recall-0.5": 0.99974 } } { "total_parts": 8400, "correct_parts": 8089, "pcp": 0.962976 } ``` ### Shelf ```json { "avg_time_2d": 0.10140415892977894, "avg_time_3d": 0.0006782795555403142, "avg_fps": 9.796004237730005 } { "person_nums": { "total_frames": 301, "total_labels": 477, "total_preds": 815, "considered_empty": 0, "valid_preds": 477, "invalid_preds": 338, "missing": 0, "invalid_fraction": 0.41472, "precision": 0.58528, "recall": 1.0, "f1": 0.73839, "non_empty": 815 }, "mpjpe": { "count": 477, "mean": 0.048328, "median": 0.043186, "std": 0.01475, "sem": 0.000676, "min": 0.029586, "max": 0.106122, "recall-0.025": 0.0, "recall-0.05": 0.675052, "recall-0.1": 0.989518, "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": 0.345738, "ap-0.1": 0.704294, "ap-0.15": 0.715696, "ap-0.25": 0.715696, "ap-0.5": 0.715696 }, "head": { "count": 477, "mean": 0.055213, "median": 0.049788, "std": 0.025973, "sem": 0.00119, "min": 0.006373, "max": 0.147303, "recall-0.025": 0.077568, "recall-0.05": 0.505241, "recall-0.1": 0.91195, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "shoulder_left": { "count": 477, "mean": 0.04442, "median": 0.038938, "std": 0.020658, "sem": 0.000947, "min": 0.006714, "max": 0.138512, "recall-0.025": 0.146751, "recall-0.05": 0.70021, "recall-0.1": 0.983229, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "shoulder_right": { "count": 477, "mean": 0.050591, "median": 0.045337, "std": 0.024506, "sem": 0.001123, "min": 0.00639, "max": 0.15065, "recall-0.025": 0.106918, "recall-0.05": 0.555556, "recall-0.1": 0.947589, "recall-0.15": 0.997904, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "elbow_left": { "count": 477, "mean": 0.040792, "median": 0.034056, "std": 0.025923, "sem": 0.001188, "min": 0.005533, "max": 0.152226, "recall-0.025": 0.301887, "recall-0.05": 0.746331, "recall-0.1": 0.958071, "recall-0.15": 0.997904, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "elbow_right": { "count": 477, "mean": 0.05355, "median": 0.044068, "std": 0.042016, "sem": 0.001926, "min": 0.002858, "max": 0.244706, "recall-0.025": 0.259958, "recall-0.05": 0.559748, "recall-0.1": 0.888889, "recall-0.15": 0.958071, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "wrist_left": { "count": 477, "mean": 0.061591, "median": 0.053276, "std": 0.046099, "sem": 0.002113, "min": 0.003745, "max": 0.359369, "recall-0.025": 0.12369, "recall-0.05": 0.412998, "recall-0.1": 0.914046, "recall-0.15": 0.962264, "recall-0.25": 0.981132, "recall-0.5": 1.0, "num_labels": 477 }, "wrist_right": { "count": 477, "mean": 0.058138, "median": 0.053924, "std": 0.030037, "sem": 0.001377, "min": 0.009013, "max": 0.202256, "recall-0.025": 0.109015, "recall-0.05": 0.444444, "recall-0.1": 0.897275, "recall-0.15": 0.989518, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "hip_left": { "count": 477, "mean": 0.047816, "median": 0.043075, "std": 0.026357, "sem": 0.001208, "min": 0.005757, "max": 0.140667, "recall-0.025": 0.213836, "recall-0.05": 0.620545, "recall-0.1": 0.958071, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "hip_right": { "count": 477, "mean": 0.058044, "median": 0.056365, "std": 0.025492, "sem": 0.001168, "min": 0.005189, "max": 0.136207, "recall-0.025": 0.109015, "recall-0.05": 0.415094, "recall-0.1": 0.930818, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "knee_left": { "count": 477, "mean": 0.039973, "median": 0.03745, "std": 0.024369, "sem": 0.001117, "min": 0.005407, "max": 0.195502, "recall-0.025": 0.262055, "recall-0.05": 0.765199, "recall-0.1": 0.974843, "recall-0.15": 0.989518, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "knee_right": { "count": 477, "mean": 0.039398, "median": 0.034816, "std": 0.023356, "sem": 0.001071, "min": 0.006865, "max": 0.186559, "recall-0.025": 0.29979, "recall-0.05": 0.727463, "recall-0.1": 0.979036, "recall-0.15": 0.997904, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "ankle_left": { "count": 477, "mean": 0.03731, "median": 0.03105, "std": 0.030824, "sem": 0.001413, "min": 0.001693, "max": 0.224454, "recall-0.025": 0.431866, "recall-0.05": 0.819706, "recall-0.1": 0.943396, "recall-0.15": 0.983229, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "ankle_right": { "count": 477, "mean": 0.041422, "median": 0.031787, "std": 0.038009, "sem": 0.001742, "min": 0.004747, "max": 0.298397, "recall-0.025": 0.312369, "recall-0.05": 0.792453, "recall-0.1": 0.922432, "recall-0.15": 0.966457, "recall-0.25": 0.997904, "recall-0.5": 1.0, "num_labels": 477 }, "joint_recalls": { "num_labels": 6201, "recall-0.025": 0.21109, "recall-0.05": 0.61893, "recall-0.1": 0.9384, "recall-0.15": 0.98742, "recall-0.25": 0.99823, "recall-0.5": 1.0 } } { "total_parts": 6678, "correct_parts": 6617, "pcp": 0.990866 } ``` ### Campus ```json { "avg_time_2d": 0.05686168288284878, "avg_time_3d": 0.00046483413228448834, "avg_fps": 17.443934361754724 } { "person_nums": { "total_frames": 222, "total_labels": 376, "total_preds": 473, "considered_empty": 0, "valid_preds": 376, "invalid_preds": 97, "missing": 0, "invalid_fraction": 0.20507, "precision": 0.79493, "recall": 1.0, "f1": 0.88575, "non_empty": 473 }, "mpjpe": { "count": 376, "mean": 0.078386, "median": 0.076036, "std": 0.018832, "sem": 0.000972, "min": 0.048683, "max": 0.158395, "recall-0.025": 0.0, "recall-0.05": 0.010638, "recall-0.1": 0.890957, "recall-0.15": 0.989362, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376, "ap-0.025": 0.0, "ap-0.05": 0.000324, "ap-0.1": 0.774956, "ap-0.15": 0.89001, "ap-0.25": 0.898696, "ap-0.5": 0.898696 }, "head": { "count": 376, "mean": 0.059335, "median": 0.060949, "std": 0.025332, "sem": 0.001308, "min": 0.006936, "max": 0.161997, "recall-0.025": 0.098404, "recall-0.05": 0.361702, "recall-0.1": 0.954787, "recall-0.15": 0.994681, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "shoulder_left": { "count": 376, "mean": 0.061447, "median": 0.056891, "std": 0.028318, "sem": 0.001462, "min": 0.003739, "max": 0.154143, "recall-0.025": 0.050532, "recall-0.05": 0.401596, "recall-0.1": 0.906915, "recall-0.15": 0.989362, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "shoulder_right": { "count": 376, "mean": 0.063637, "median": 0.057984, "std": 0.026815, "sem": 0.001385, "min": 0.016753, "max": 0.185573, "recall-0.025": 0.039894, "recall-0.05": 0.367021, "recall-0.1": 0.893617, "recall-0.15": 0.992021, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "elbow_left": { "count": 376, "mean": 0.08585, "median": 0.069926, "std": 0.047388, "sem": 0.002447, "min": 0.007605, "max": 0.205639, "recall-0.025": 0.029255, "recall-0.05": 0.265957, "recall-0.1": 0.640957, "recall-0.15": 0.861702, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "elbow_right": { "count": 376, "mean": 0.070551, "median": 0.060437, "std": 0.035349, "sem": 0.001825, "min": 0.00548, "max": 0.237231, "recall-0.025": 0.023936, "recall-0.05": 0.324468, "recall-0.1": 0.795213, "recall-0.15": 0.973404, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "wrist_left": { "count": 376, "mean": 0.114923, "median": 0.099655, "std": 0.06375, "sem": 0.003292, "min": 0.010314, "max": 0.431497, "recall-0.025": 0.013298, "recall-0.05": 0.095745, "recall-0.1": 0.505319, "recall-0.15": 0.74734, "recall-0.25": 0.957447, "recall-0.5": 1.0, "num_labels": 376 }, "wrist_right": { "count": 376, "mean": 0.097856, "median": 0.08983, "std": 0.042276, "sem": 0.002183, "min": 0.014228, "max": 0.309969, "recall-0.025": 0.007979, "recall-0.05": 0.095745, "recall-0.1": 0.603723, "recall-0.15": 0.87766, "recall-0.25": 0.99734, "recall-0.5": 1.0, "num_labels": 376 }, "hip_left": { "count": 376, "mean": 0.081482, "median": 0.082897, "std": 0.02958, "sem": 0.001527, "min": 0.018902, "max": 0.179367, "recall-0.025": 0.029255, "recall-0.05": 0.170213, "recall-0.1": 0.710106, "recall-0.15": 0.992021, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "hip_right": { "count": 376, "mean": 0.087186, "median": 0.083851, "std": 0.026263, "sem": 0.001356, "min": 0.024343, "max": 0.207002, "recall-0.025": 0.00266, "recall-0.05": 0.058511, "recall-0.1": 0.75, "recall-0.15": 0.968085, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "knee_left": { "count": 376, "mean": 0.055923, "median": 0.05234, "std": 0.027946, "sem": 0.001443, "min": 0.007197, "max": 0.228932, "recall-0.025": 0.082447, "recall-0.05": 0.465426, "recall-0.1": 0.933511, "recall-0.15": 0.989362, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "knee_right": { "count": 376, "mean": 0.059604, "median": 0.056881, "std": 0.026175, "sem": 0.001352, "min": 0.017224, "max": 0.210945, "recall-0.025": 0.053191, "recall-0.05": 0.37234, "recall-0.1": 0.930851, "recall-0.15": 0.989362, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "ankle_left": { "count": 372, "mean": 0.091737, "median": 0.060063, "std": 0.100196, "sem": 0.005202, "min": 0.007394, "max": 0.493162, "recall-0.025": 0.06383, "recall-0.05": 0.297872, "recall-0.1": 0.816489, "recall-0.15": 0.882979, "recall-0.25": 0.904255, "recall-0.5": 0.989362, "num_labels": 376 }, "ankle_right": { "count": 372, "mean": 0.080393, "median": 0.052772, "std": 0.090361, "sem": 0.004691, "min": 0.006244, "max": 0.496601, "recall-0.025": 0.071809, "recall-0.05": 0.470745, "recall-0.1": 0.845745, "recall-0.15": 0.901596, "recall-0.25": 0.920213, "recall-0.5": 0.989362, "num_labels": 376 }, "joint_recalls": { "num_labels": 4888, "recall-0.025": 0.04255, "recall-0.05": 0.28703, "recall-0.1": 0.78969, "recall-0.15": 0.93412, "recall-0.25": 0.98261, "recall-0.5": 0.99836 } } { "total_parts": 5264, "correct_parts": 4962, "pcp": 0.942629 } ``` ### MVOR ```json { "avg_time_2d": 0.05505880477547838, "avg_time_3d": 0.00043934651068223697, "avg_fps": 18.018618221060752 } { "person_nums": { "total_frames": 629, "total_labels": 1061, "total_preds": 996, "considered_empty": 0, "valid_preds": 762, "invalid_preds": 234, "missing": 299, "invalid_fraction": 0.23494, "precision": 0.76506, "recall": 0.71819, "f1": 0.74088, "non_empty": 996 }, "mpjpe": { "count": 762, "mean": 0.11547, "median": 0.094969, "std": 0.067222, "sem": 0.002437, "min": 0.040489, "max": 0.497874, "recall-0.025": 0.0, "recall-0.05": 0.005655, "recall-0.1": 0.390198, "recall-0.15": 0.592837, "recall-0.25": 0.690858, "recall-0.5": 0.71819, "num_labels": 1061, "ap-0.025": 0.0, "ap-0.05": 9.6e-05, "ap-0.1": 0.25073, "ap-0.15": 0.493, "ap-0.25": 0.618081, "ap-0.5": 0.653819 }, "head": { "count": 761, "mean": 0.065708, "median": 0.049932, "std": 0.060074, "sem": 0.002179, "min": 0.005944, "max": 0.482489, "recall-0.025": 0.086711, "recall-0.05": 0.359095, "recall-0.1": 0.626767, "recall-0.15": 0.668238, "recall-0.25": 0.698398, "recall-0.5": 0.717248, "num_labels": 1061 }, "shoulder_left": { "count": 760, "mean": 0.064132, "median": 0.044027, "std": 0.067379, "sem": 0.002446, "min": 0.003155, "max": 0.498748, "recall-0.025": 0.153629, "recall-0.05": 0.413761, "recall-0.1": 0.606032, "recall-0.15": 0.664467, "recall-0.25": 0.69557, "recall-0.5": 0.716305, "num_labels": 1061 }, "shoulder_right": { "count": 758, "mean": 0.060743, "median": 0.04049, "std": 0.067198, "sem": 0.002442, "min": 0.001883, "max": 0.496442, "recall-0.025": 0.151744, "recall-0.05": 0.450518, "recall-0.1": 0.619227, "recall-0.15": 0.671065, "recall-0.25": 0.6918, "recall-0.5": 0.71442, "num_labels": 1061 }, "elbow_left": { "count": 749, "mean": 0.102249, "median": 0.07466, "std": 0.083723, "sem": 0.003061, "min": 0.005382, "max": 0.481769, "recall-0.025": 0.067861, "recall-0.05": 0.225259, "recall-0.1": 0.431668, "recall-0.15": 0.561734, "recall-0.25": 0.656927, "recall-0.5": 0.705938, "num_labels": 1061 }, "elbow_right": { "count": 751, "mean": 0.083981, "median": 0.05755, "std": 0.079304, "sem": 0.002896, "min": 0.003565, "max": 0.498068, "recall-0.025": 0.098021, "recall-0.05": 0.301602, "recall-0.1": 0.524034, "recall-0.15": 0.614515, "recall-0.25": 0.670123, "recall-0.5": 0.707823, "num_labels": 1061 }, "wrist_left": { "count": 753, "mean": 0.126718, "median": 0.090726, "std": 0.101882, "sem": 0.003715, "min": 0.00418, "max": 0.497384, "recall-0.025": 0.062205, "recall-0.05": 0.179076, "recall-0.1": 0.378888, "recall-0.15": 0.471254, "recall-0.25": 0.6164, "recall-0.5": 0.709708, "num_labels": 1061 }, "wrist_right": { "count": 748, "mean": 0.1124, "median": 0.07684, "std": 0.100614, "sem": 0.003681, "min": 0.006423, "max": 0.485199, "recall-0.025": 0.071631, "recall-0.05": 0.239397, "recall-0.1": 0.428841, "recall-0.15": 0.528746, "recall-0.25": 0.622055, "recall-0.5": 0.704995, "num_labels": 1061 }, "hip_left": { "count": 748, "mean": 0.189712, "median": 0.17064, "std": 0.086393, "sem": 0.003161, "min": 0.021758, "max": 0.499358, "recall-0.025": 0.000943, "recall-0.05": 0.004713, "recall-0.1": 0.065975, "recall-0.15": 0.261074, "recall-0.25": 0.577757, "recall-0.5": 0.704995, "num_labels": 1061 }, "hip_right": { "count": 742, "mean": 0.180687, "median": 0.167353, "std": 0.077455, "sem": 0.002845, "min": 0.036054, "max": 0.492444, "recall-0.025": 0.0, "recall-0.05": 0.00377, "recall-0.1": 0.072573, "recall-0.15": 0.276155, "recall-0.25": 0.590009, "recall-0.5": 0.69934, "num_labels": 1061 }, "knee_left": {}, "knee_right": {}, "ankle_left": {}, "ankle_right": {}, "joint_recalls": { "num_labels": 9549, "recall-0.025": 0.07687, "recall-0.05": 0.24128, "recall-0.1": 0.41648, "recall-0.15": 0.52362, "recall-0.25": 0.64614, "recall-0.5": 0.70845 } } { "total_parts": 10610, "correct_parts": 5855, "pcp": 0.551838 } ``` ### Panoptic ```json { "avg_time_2d": 0.10687413913447683, "avg_time_3d": 0.0007993669044680712, "avg_fps": 9.287335731765861 } { "person_nums": { "total_frames": 420, "total_labels": 1466, "total_preds": 1532, "considered_empty": 0, "valid_preds": 1464, "invalid_preds": 68, "missing": 2, "invalid_fraction": 0.04439, "precision": 0.95561, "recall": 0.99864, "f1": 0.97665, "non_empty": 1532 }, "mpjpe": { "count": 1464, "mean": 0.042817, "median": 0.037959, "std": 0.020594, "sem": 0.000538, "min": 0.01189, "max": 0.147865, "recall-0.025": 0.152797, "recall-0.05": 0.744884, "recall-0.1": 0.980218, "recall-0.15": 0.998636, "recall-0.25": 0.998636, "recall-0.5": 0.998636, "num_labels": 1466, "ap-0.025": 0.063521, "ap-0.05": 0.667687, "ap-0.1": 0.959224, "ap-0.15": 0.984437, "ap-0.25": 0.984437, "ap-0.5": 0.984437 }, "nose": { "count": 1462, "mean": 0.015907, "median": 0.012411, "std": 0.017684, "sem": 0.000463, "min": 0.001407, "max": 0.276866, "recall-0.025": 0.901572, "recall-0.05": 0.965824, "recall-0.1": 0.995899, "recall-0.15": 0.996582, "recall-0.25": 0.997266, "recall-0.5": 0.999316, "num_labels": 1463 }, "shoulder_left": { "count": 1464, "mean": 0.021465, "median": 0.019035, "std": 0.011281, "sem": 0.000295, "min": 0.002677, "max": 0.095793, "recall-0.025": 0.703956, "recall-0.05": 0.978172, "recall-0.1": 0.998636, "recall-0.15": 0.998636, "recall-0.25": 0.998636, "recall-0.5": 0.998636, "num_labels": 1466 }, "shoulder_right": { "count": 1463, "mean": 0.022778, "median": 0.019616, "std": 0.014664, "sem": 0.000384, "min": 0.00112, "max": 0.146597, "recall-0.025": 0.711263, "recall-0.05": 0.951536, "recall-0.1": 0.994539, "recall-0.15": 0.998635, "recall-0.25": 0.998635, "recall-0.5": 0.998635, "num_labels": 1465 }, "elbow_left": { "count": 1463, "mean": 0.026243, "median": 0.017755, "std": 0.028785, "sem": 0.000753, "min": 0.001259, "max": 0.323155, "recall-0.025": 0.703754, "recall-0.05": 0.883959, "recall-0.1": 0.97884, "recall-0.15": 0.986348, "recall-0.25": 0.996587, "recall-0.5": 0.998635, "num_labels": 1465 }, "elbow_right": { "count": 1462, "mean": 0.023204, "median": 0.018218, "std": 0.017343, "sem": 0.000454, "min": 0.001407, "max": 0.177438, "recall-0.025": 0.689679, "recall-0.05": 0.928913, "recall-0.1": 0.994532, "recall-0.15": 0.998633, "recall-0.25": 0.999316, "recall-0.5": 0.999316, "num_labels": 1463 }, "wrist_left": { "count": 1429, "mean": 0.035069, "median": 0.017008, "std": 0.050423, "sem": 0.001334, "min": 0.000713, "max": 0.397255, "recall-0.025": 0.675035, "recall-0.05": 0.824965, "recall-0.1": 0.908647, "recall-0.15": 0.956764, "recall-0.25": 0.98675, "recall-0.5": 0.996513, "num_labels": 1434 }, "wrist_right": { "count": 1456, "mean": 0.023797, "median": 0.01627, "std": 0.022489, "sem": 0.00059, "min": 0.001905, "max": 0.195654, "recall-0.025": 0.706044, "recall-0.05": 0.894231, "recall-0.1": 0.98283, "recall-0.15": 0.996566, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 1456 }, "hip_left": { "count": 1463, "mean": 0.059468, "median": 0.053528, "std": 0.02996, "sem": 0.000784, "min": 0.005563, "max": 0.17979, "recall-0.025": 0.068259, "recall-0.05": 0.422526, "recall-0.1": 0.894198, "recall-0.15": 0.969283, "recall-0.25": 0.998635, "recall-0.5": 0.998635, "num_labels": 1465 }, "hip_right": { "count": 1464, "mean": 0.058652, "median": 0.054479, "std": 0.028985, "sem": 0.000758, "min": 0.003776, "max": 0.304525, "recall-0.025": 0.053888, "recall-0.05": 0.420873, "recall-0.1": 0.914052, "recall-0.15": 0.986357, "recall-0.25": 0.997954, "recall-0.5": 0.998636, "num_labels": 1466 }, "knee_left": { "count": 1463, "mean": 0.052216, "median": 0.042835, "std": 0.043227, "sem": 0.001131, "min": 0.001938, "max": 0.349881, "recall-0.025": 0.187713, "recall-0.05": 0.632082, "recall-0.1": 0.92628, "recall-0.15": 0.965188, "recall-0.25": 0.983618, "recall-0.5": 0.998635, "num_labels": 1465 }, "knee_right": { "count": 1457, "mean": 0.048464, "median": 0.042688, "std": 0.029819, "sem": 0.000781, "min": 0.003543, "max": 0.324497, "recall-0.025": 0.213845, "recall-0.05": 0.587389, "recall-0.1": 0.938314, "recall-0.15": 0.991775, "recall-0.25": 0.996573, "recall-0.5": 0.998629, "num_labels": 1459 }, "ankle_left": { "count": 1453, "mean": 0.083259, "median": 0.037347, "std": 0.10612, "sem": 0.002785, "min": 0.002453, "max": 0.495774, "recall-0.025": 0.361586, "recall-0.05": 0.586466, "recall-0.1": 0.729323, "recall-0.15": 0.819549, "recall-0.25": 0.912509, "recall-0.5": 0.993165, "num_labels": 1463 }, "ankle_right": { "count": 1450, "mean": 0.078906, "median": 0.033588, "std": 0.105569, "sem": 0.002773, "min": 0.001061, "max": 0.4981, "recall-0.025": 0.367808, "recall-0.05": 0.684247, "recall-0.1": 0.772603, "recall-0.15": 0.811644, "recall-0.25": 0.894521, "recall-0.5": 0.993151, "num_labels": 1460 }, "joint_recalls": { "num_labels": 18990, "recall-0.025": 0.48726, "recall-0.05": 0.75045, "recall-0.1": 0.92517, "recall-0.15": 0.9594, "recall-0.25": 0.98146, "recall-0.5": 0.99763 } } { "total_parts": 20444, "correct_parts": 19977, "pcp": 0.977157 } ``` ##### 3 cameras ```json { "avg_time_2d": 0.06624835293467451, "avg_time_3d": 0.0005510295309671541, "avg_fps": 14.970198272631503 } { "person_nums": { "total_frames": 420, "total_labels": 1466, "total_preds": 1433, "considered_empty": 0, "valid_preds": 1417, "invalid_preds": 16, "missing": 49, "invalid_fraction": 0.01117, "precision": 0.98883, "recall": 0.96658, "f1": 0.97758, "non_empty": 1433 }, "mpjpe": { "count": 1417, "mean": 0.075817, "median": 0.065498, "std": 0.044009, "sem": 0.00117, "min": 0.020974, "max": 0.442572, "recall-0.025": 0.004775, "recall-0.05": 0.272851, "recall-0.1": 0.79809, "recall-0.15": 0.912005, "recall-0.25": 0.951569, "recall-0.5": 0.966576, "num_labels": 1466, "ap-0.025": 0.001684, "ap-0.05": 0.183325, "ap-0.1": 0.736595, "ap-0.15": 0.89124, "ap-0.25": 0.938401, "ap-0.5": 0.955959 }, "nose": { "count": 1416, "mean": 0.023906, "median": 0.018334, "std": 0.018211, "sem": 0.000484, "min": 0.001916, "max": 0.23494, "recall-0.025": 0.628845, "recall-0.05": 0.908407, "recall-0.1": 0.959672, "recall-0.15": 0.965824, "recall-0.25": 0.967874, "recall-0.5": 0.967874, "num_labels": 1463 }, "shoulder_left": { "count": 1417, "mean": 0.024279, "median": 0.021129, "std": 0.018563, "sem": 0.000493, "min": 0.002094, "max": 0.31592, "recall-0.025": 0.572306, "recall-0.05": 0.916098, "recall-0.1": 0.962483, "recall-0.15": 0.964529, "recall-0.25": 0.964529, "recall-0.5": 0.966576, "num_labels": 1466 }, "shoulder_right": { "count": 1416, "mean": 0.029845, "median": 0.024341, "std": 0.023682, "sem": 0.00063, "min": 0.00406, "max": 0.302527, "recall-0.025": 0.497611, "recall-0.05": 0.870307, "recall-0.1": 0.951536, "recall-0.15": 0.96041, "recall-0.25": 0.964505, "recall-0.5": 0.966553, "num_labels": 1465 }, "elbow_left": { "count": 1416, "mean": 0.036741, "median": 0.023631, "std": 0.036275, "sem": 0.000964, "min": 0.001498, "max": 0.359129, "recall-0.025": 0.512628, "recall-0.05": 0.761092, "recall-0.1": 0.896928, "recall-0.15": 0.950171, "recall-0.25": 0.964505, "recall-0.5": 0.966553, "num_labels": 1465 }, "elbow_right": { "count": 1416, "mean": 0.037345, "median": 0.022572, "std": 0.043198, "sem": 0.001148, "min": 0.001047, "max": 0.414541, "recall-0.025": 0.550239, "recall-0.05": 0.784689, "recall-0.1": 0.90499, "recall-0.15": 0.924812, "recall-0.25": 0.965824, "recall-0.5": 0.967874, "num_labels": 1463 }, "wrist_left": { "count": 1381, "mean": 0.057558, "median": 0.022812, "std": 0.076302, "sem": 0.002054, "min": 0.001727, "max": 0.4856, "recall-0.025": 0.506974, "recall-0.05": 0.637378, "recall-0.1": 0.801255, "recall-0.15": 0.866109, "recall-0.25": 0.933054, "recall-0.5": 0.96304, "num_labels": 1434 }, "wrist_right": { "count": 1408, "mean": 0.052246, "median": 0.028046, "std": 0.066629, "sem": 0.001776, "min": 0.0006, "max": 0.453971, "recall-0.025": 0.440247, "recall-0.05": 0.646978, "recall-0.1": 0.846841, "recall-0.15": 0.911401, "recall-0.25": 0.943681, "recall-0.5": 0.967033, "num_labels": 1456 }, "hip_left": { "count": 1415, "mean": 0.06938, "median": 0.06393, "std": 0.033994, "sem": 0.000904, "min": 0.004913, "max": 0.205973, "recall-0.025": 0.03959, "recall-0.05": 0.25802, "recall-0.1": 0.845734, "recall-0.15": 0.917406, "recall-0.25": 0.96587, "recall-0.5": 0.96587, "num_labels": 1465 }, "hip_right": { "count": 1416, "mean": 0.079953, "median": 0.071167, "std": 0.03902, "sem": 0.001037, "min": 0.010114, "max": 0.304525, "recall-0.025": 0.013643, "recall-0.05": 0.207367, "recall-0.1": 0.751023, "recall-0.15": 0.895634, "recall-0.25": 0.964529, "recall-0.5": 0.965894, "num_labels": 1466 }, "knee_left": { "count": 1398, "mean": 0.082909, "median": 0.055802, "std": 0.078946, "sem": 0.002112, "min": 0.006729, "max": 0.491598, "recall-0.025": 0.096246, "recall-0.05": 0.389078, "recall-0.1": 0.744027, "recall-0.15": 0.803413, "recall-0.25": 0.911263, "recall-0.5": 0.954266, "num_labels": 1465 }, "knee_right": { "count": 1397, "mean": 0.081793, "median": 0.056139, "std": 0.07592, "sem": 0.002032, "min": 0.005476, "max": 0.494565, "recall-0.025": 0.078821, "recall-0.05": 0.383139, "recall-0.1": 0.751199, "recall-0.15": 0.830706, "recall-0.25": 0.915696, "recall-0.5": 0.957505, "num_labels": 1459 }, "ankle_left": { "count": 1325, "mean": 0.162345, "median": 0.132841, "std": 0.140456, "sem": 0.00386, "min": 0.000769, "max": 0.49962, "recall-0.025": 0.198906, "recall-0.05": 0.2946, "recall-0.1": 0.373889, "recall-0.15": 0.501025, "recall-0.25": 0.650718, "recall-0.5": 0.905673, "num_labels": 1463 }, "ankle_right": { "count": 1317, "mean": 0.149976, "median": 0.106811, "std": 0.132016, "sem": 0.003639, "min": 0.001734, "max": 0.497141, "recall-0.025": 0.162329, "recall-0.05": 0.295205, "recall-0.1": 0.428082, "recall-0.15": 0.542466, "recall-0.25": 0.682877, "recall-0.5": 0.902055, "num_labels": 1460 }, "joint_recalls": { "num_labels": 18990, "recall-0.025": 0.33012, "recall-0.05": 0.56498, "recall-0.1": 0.78568, "recall-0.15": 0.8485, "recall-0.25": 0.9069, "recall-0.5": 0.95477 } } { "total_parts": 20444, "correct_parts": 18371, "pcp": 0.898601 } ``` ##### 10 cameras ```json { "avg_time_2d": 0.2057144705842181, "avg_time_3d": 0.001667153544542266, "avg_fps": 4.822028008513975 } { "person_nums": { "total_frames": 420, "total_labels": 1466, "total_preds": 1493, "considered_empty": 0, "valid_preds": 1465, "invalid_preds": 28, "missing": 1, "invalid_fraction": 0.01875, "precision": 0.98125, "recall": 0.99932, "f1": 0.9902, "non_empty": 1493 }, "mpjpe": { "count": 1465, "mean": 0.036962, "median": 0.032321, "std": 0.01707, "sem": 0.000446, "min": 0.013848, "max": 0.136363, "recall-0.025": 0.186903, "recall-0.05": 0.855389, "recall-0.1": 0.989086, "recall-0.15": 0.999318, "recall-0.25": 0.999318, "recall-0.5": 0.999318, "num_labels": 1466, "ap-0.025": 0.086458, "ap-0.05": 0.814354, "ap-0.1": 0.977876, "ap-0.15": 0.989333, "ap-0.25": 0.989333, "ap-0.5": 0.989333 }, "nose": { "count": 1462, "mean": 0.012447, "median": 0.010918, "std": 0.007836, "sem": 0.000205, "min": 0.000855, "max": 0.124831, "recall-0.025": 0.954204, "recall-0.05": 0.993165, "recall-0.1": 0.998633, "recall-0.15": 0.999316, "recall-0.25": 0.999316, "recall-0.5": 0.999316, "num_labels": 1463 }, "shoulder_left": { "count": 1465, "mean": 0.01866, "median": 0.016682, "std": 0.00954, "sem": 0.000249, "min": 0.001103, "max": 0.11138, "recall-0.025": 0.802183, "recall-0.05": 0.992497, "recall-0.1": 0.998636, "recall-0.15": 0.999318, "recall-0.25": 0.999318, "recall-0.5": 0.999318, "num_labels": 1466 }, "shoulder_right": { "count": 1464, "mean": 0.020534, "median": 0.019244, "std": 0.009021, "sem": 0.000236, "min": 0.000512, "max": 0.087963, "recall-0.025": 0.769283, "recall-0.05": 0.987713, "recall-0.1": 0.999317, "recall-0.15": 0.999317, "recall-0.25": 0.999317, "recall-0.5": 0.999317, "num_labels": 1465 }, "elbow_left": { "count": 1464, "mean": 0.021075, "median": 0.018642, "std": 0.012409, "sem": 0.000324, "min": 0.002104, "max": 0.147682, "recall-0.025": 0.706485, "recall-0.05": 0.972014, "recall-0.1": 0.998635, "recall-0.15": 0.999317, "recall-0.25": 0.999317, "recall-0.5": 0.999317, "num_labels": 1465 }, "elbow_right": { "count": 1462, "mean": 0.019513, "median": 0.017384, "std": 0.01139, "sem": 0.000298, "min": 0.001927, "max": 0.132247, "recall-0.025": 0.803828, "recall-0.05": 0.972659, "recall-0.1": 0.997949, "recall-0.15": 0.999316, "recall-0.25": 0.999316, "recall-0.5": 0.999316, "num_labels": 1463 }, "wrist_left": { "count": 1433, "mean": 0.020962, "median": 0.015206, "std": 0.021009, "sem": 0.000555, "min": 0.001506, "max": 0.194344, "recall-0.025": 0.763598, "recall-0.05": 0.939331, "recall-0.1": 0.983264, "recall-0.15": 0.994421, "recall-0.25": 0.999303, "recall-0.5": 0.999303, "num_labels": 1434 }, "wrist_right": { "count": 1456, "mean": 0.020386, "median": 0.013775, "std": 0.020657, "sem": 0.000542, "min": 0.000284, "max": 0.212342, "recall-0.025": 0.773352, "recall-0.05": 0.934066, "recall-0.1": 0.984203, "recall-0.15": 0.997253, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 1456 }, "hip_left": { "count": 1464, "mean": 0.050209, "median": 0.048369, "std": 0.019031, "sem": 0.000498, "min": 0.008094, "max": 0.148516, "recall-0.025": 0.050512, "recall-0.05": 0.550853, "recall-0.1": 0.974744, "recall-0.15": 0.999317, "recall-0.25": 0.999317, "recall-0.5": 0.999317, "num_labels": 1465 }, "hip_right": { "count": 1465, "mean": 0.049967, "median": 0.048727, "std": 0.016811, "sem": 0.000439, "min": 0.007258, "max": 0.138747, "recall-0.025": 0.052524, "recall-0.05": 0.521828, "recall-0.1": 0.988404, "recall-0.15": 0.999318, "recall-0.25": 0.999318, "recall-0.5": 0.999318, "num_labels": 1466 }, "knee_left": { "count": 1464, "mean": 0.038613, "median": 0.032507, "std": 0.027792, "sem": 0.000727, "min": 0.002051, "max": 0.275419, "recall-0.025": 0.327645, "recall-0.05": 0.762457, "recall-0.1": 0.969283, "recall-0.15": 0.989078, "recall-0.25": 0.998635, "recall-0.5": 0.999317, "num_labels": 1465 }, "knee_right": { "count": 1458, "mean": 0.041435, "median": 0.035821, "std": 0.026039, "sem": 0.000682, "min": 0.004598, "max": 0.242773, "recall-0.025": 0.244688, "recall-0.05": 0.738862, "recall-0.1": 0.964359, "recall-0.15": 0.99109, "recall-0.25": 0.999315, "recall-0.5": 0.999315, "num_labels": 1459 }, "ankle_left": { "count": 1458, "mean": 0.085372, "median": 0.042892, "std": 0.101898, "sem": 0.00267, "min": 0.000814, "max": 0.494931, "recall-0.025": 0.347915, "recall-0.05": 0.547505, "recall-0.1": 0.713602, "recall-0.15": 0.829118, "recall-0.25": 0.917293, "recall-0.5": 0.996582, "num_labels": 1463 }, "ankle_right": { "count": 1450, "mean": 0.076667, "median": 0.043213, "std": 0.096147, "sem": 0.002526, "min": 0.002926, "max": 0.49866, "recall-0.025": 0.315068, "recall-0.05": 0.561644, "recall-0.1": 0.79726, "recall-0.15": 0.856849, "recall-0.25": 0.910959, "recall-0.5": 0.993151, "num_labels": 1460 }, "joint_recalls": { "num_labels": 18990, "recall-0.025": 0.53091, "recall-0.05": 0.80521, "recall-0.1": 0.95097, "recall-0.15": 0.97283, "recall-0.25": 0.98589, "recall-0.5": 0.99831 } } { "total_parts": 20444, "correct_parts": 20204, "pcp": 0.988261 } ``` ### IkeaAsm (duration 00:01:45) ```json { "avg_time_2d": 0.057706349948321835, "avg_time_3d": 0.0003749907398020535, "avg_fps": 17.217233420448125 } { "person_nums": { "total_frames": 479, "total_labels": 479, "total_preds": 713, "considered_empty": 0, "valid_preds": 421, "invalid_preds": 292, "missing": 58, "invalid_fraction": 0.40954, "precision": 0.59046, "recall": 0.87891, "f1": 0.70638, "non_empty": 713 }, "mpjpe": { "count": 421, "mean": 0.090311, "median": 0.07044, "std": 0.072769, "sem": 0.003551, "min": 0.018825, "max": 0.440503, "recall-0.025": 0.033403, "recall-0.05": 0.313152, "recall-0.1": 0.628392, "recall-0.15": 0.741127, "recall-0.25": 0.839248, "recall-0.5": 0.878914, "num_labels": 479, "ap-0.025": 0.001589, "ap-0.05": 0.121974, "ap-0.1": 0.425546, "ap-0.15": 0.574657, "ap-0.25": 0.700378, "ap-0.5": 0.74095 }, "head": { "count": 395, "mean": 0.037978, "median": 0.028136, "std": 0.04301, "sem": 0.002167, "min": 0.003708, "max": 0.46272, "recall-0.025": 0.360619, "recall-0.05": 0.712389, "recall-0.1": 0.836283, "recall-0.15": 0.860619, "recall-0.25": 0.867257, "recall-0.5": 0.873894, "num_labels": 452 }, "shoulder_left": { "count": 399, "mean": 0.047351, "median": 0.036868, "std": 0.042961, "sem": 0.002153, "min": 0.012056, "max": 0.419809, "recall-0.025": 0.085903, "recall-0.05": 0.651982, "recall-0.1": 0.837004, "recall-0.15": 0.854626, "recall-0.25": 0.865639, "recall-0.5": 0.878855, "num_labels": 454 }, "shoulder_right": { "count": 411, "mean": 0.035551, "median": 0.02768, "std": 0.034857, "sem": 0.001721, "min": 0.004674, "max": 0.434466, "recall-0.025": 0.321199, "recall-0.05": 0.779443, "recall-0.1": 0.852248, "recall-0.15": 0.869379, "recall-0.25": 0.87152, "recall-0.5": 0.880086, "num_labels": 467 }, "elbow_left": { "count": 386, "mean": 0.039157, "median": 0.021338, "std": 0.052349, "sem": 0.002668, "min": 0.003295, "max": 0.397965, "recall-0.025": 0.498856, "recall-0.05": 0.723112, "recall-0.1": 0.810069, "recall-0.15": 0.837529, "recall-0.25": 0.867277, "recall-0.5": 0.883295, "num_labels": 437 }, "elbow_right": { "count": 388, "mean": 0.038601, "median": 0.020984, "std": 0.063012, "sem": 0.003203, "min": 0.00252, "max": 0.483894, "recall-0.025": 0.521542, "recall-0.05": 0.743764, "recall-0.1": 0.823129, "recall-0.15": 0.84127, "recall-0.25": 0.861678, "recall-0.5": 0.879819, "num_labels": 441 }, "wrist_left": { "count": 381, "mean": 0.038991, "median": 0.022778, "std": 0.059419, "sem": 0.003048, "min": 0.002309, "max": 0.478187, "recall-0.025": 0.490826, "recall-0.05": 0.727064, "recall-0.1": 0.811927, "recall-0.15": 0.844037, "recall-0.25": 0.855505, "recall-0.5": 0.873853, "num_labels": 436 }, "wrist_right": { "count": 390, "mean": 0.035529, "median": 0.019869, "std": 0.052884, "sem": 0.002681, "min": 0.001785, "max": 0.436898, "recall-0.025": 0.526906, "recall-0.05": 0.755605, "recall-0.1": 0.818386, "recall-0.15": 0.836323, "recall-0.25": 0.863229, "recall-0.5": 0.874439, "num_labels": 446 }, "hip_left": { "count": 270, "mean": 0.110117, "median": 0.095453, "std": 0.059675, "sem": 0.003638, "min": 0.020394, "max": 0.488038, "recall-0.025": 0.003185, "recall-0.05": 0.022293, "recall-0.1": 0.484076, "recall-0.15": 0.757962, "recall-0.25": 0.83121, "recall-0.5": 0.859873, "num_labels": 314 }, "hip_right": { "count": 216, "mean": 0.10354, "median": 0.088354, "std": 0.064804, "sem": 0.00442, "min": 0.030718, "max": 0.497295, "recall-0.025": 0.0, "recall-0.05": 0.034615, "recall-0.1": 0.553846, "recall-0.15": 0.753846, "recall-0.25": 0.8, "recall-0.5": 0.830769, "num_labels": 260 }, "knee_left": { "count": 229, "mean": 0.141471, "median": 0.107198, "std": 0.104835, "sem": 0.006943, "min": 0.010824, "max": 0.491249, "recall-0.025": 0.028986, "recall-0.05": 0.108696, "recall-0.1": 0.376812, "recall-0.15": 0.583333, "recall-0.25": 0.699275, "recall-0.5": 0.82971, "num_labels": 276 }, "knee_right": { "count": 174, "mean": 0.134976, "median": 0.098818, "std": 0.107431, "sem": 0.008168, "min": 0.015332, "max": 0.484357, "recall-0.025": 0.018605, "recall-0.05": 0.148837, "recall-0.1": 0.413953, "recall-0.15": 0.576744, "recall-0.25": 0.688372, "recall-0.5": 0.809302, "num_labels": 215 }, "ankle_left": { "count": 64, "mean": 0.342123, "median": 0.366159, "std": 0.110398, "sem": 0.013909, "min": 0.064544, "max": 0.490279, "recall-0.025": 0.0, "recall-0.05": 0.0, "recall-0.1": 0.022727, "recall-0.15": 0.037879, "recall-0.25": 0.098485, "recall-0.5": 0.484848, "num_labels": 132 }, "ankle_right": { "count": 58, "mean": 0.374104, "median": 0.39311, "std": 0.091766, "sem": 0.012155, "min": 0.118617, "max": 0.491617, "recall-0.025": 0.0, "recall-0.05": 0.0, "recall-0.1": 0.0, "recall-0.15": 0.015748, "recall-0.25": 0.055118, "recall-0.5": 0.456693, "num_labels": 127 }, "joint_recalls": { "num_labels": 4457, "recall-0.025": 0.28248, "recall-0.05": 0.52704, "recall-0.1": 0.69015, "recall-0.15": 0.75858, "recall-0.25": 0.79269, "recall-0.5": 0.84227 } } { "total_parts": 4313, "correct_parts": 3410, "pcp": 0.790633 } ``` ### Tsinghua (duration 00:01:51) ```json { "avg_time_2d": 0.12431136727333068, "avg_time_3d": 0.000805668830871582, "avg_fps": 7.992516695865155 } { "person_nums": { "total_frames": 210, "total_labels": 630, "total_preds": 630, "considered_empty": 0, "valid_preds": 630, "invalid_preds": 0, "missing": 0, "invalid_fraction": 0.0, "precision": 1.0, "recall": 1.0, "f1": 1.0, "non_empty": 630 }, "mpjpe": { "count": 630, "mean": 0.056126, "median": 0.051485, "std": 0.018406, "sem": 0.000734, "min": 0.028965, "max": 0.14306, "recall-0.025": 0.0, "recall-0.05": 0.438095, "recall-0.1": 0.949206, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630, "ap-0.025": 0.0, "ap-0.05": 0.22381, "ap-0.1": 0.930009, "ap-0.15": 1.0, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "head": { "count": 598, "mean": 0.04082, "median": 0.039496, "std": 0.013925, "sem": 0.00057, "min": 0.011364, "max": 0.105031, "recall-0.025": 0.125418, "recall-0.05": 0.764214, "recall-0.1": 0.996656, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 598 }, "shoulder_left": { "count": 630, "mean": 0.06284, "median": 0.060457, "std": 0.019424, "sem": 0.000774, "min": 0.018922, "max": 0.132634, "recall-0.025": 0.003175, "recall-0.05": 0.274603, "recall-0.1": 0.97619, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630 }, "shoulder_right": { "count": 630, "mean": 0.066328, "median": 0.064114, "std": 0.019869, "sem": 0.000792, "min": 0.0267, "max": 0.146825, "recall-0.025": 0.0, "recall-0.05": 0.250794, "recall-0.1": 0.934921, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630 }, "elbow_left": { "count": 630, "mean": 0.052471, "median": 0.049532, "std": 0.020219, "sem": 0.000806, "min": 0.010131, "max": 0.140634, "recall-0.025": 0.057143, "recall-0.05": 0.519048, "recall-0.1": 0.974603, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630 }, "elbow_right": { "count": 629, "mean": 0.055832, "median": 0.048311, "std": 0.03208, "sem": 0.00128, "min": 0.004074, "max": 0.228126, "recall-0.025": 0.084261, "recall-0.05": 0.531002, "recall-0.1": 0.918919, "recall-0.15": 0.969793, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 629 }, "wrist_left": { "count": 630, "mean": 0.048014, "median": 0.041971, "std": 0.026711, "sem": 0.001065, "min": 0.007895, "max": 0.191578, "recall-0.025": 0.134921, "recall-0.05": 0.644444, "recall-0.1": 0.952381, "recall-0.15": 0.988889, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630 }, "wrist_right": { "count": 625, "mean": 0.05269, "median": 0.047416, "std": 0.025885, "sem": 0.001036, "min": 0.008634, "max": 0.226556, "recall-0.025": 0.0816, "recall-0.05": 0.5456, "recall-0.1": 0.9488, "recall-0.15": 0.9952, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 625 }, "hip_left": { "count": 630, "mean": 0.057333, "median": 0.054171, "std": 0.020631, "sem": 0.000823, "min": 0.014001, "max": 0.17071, "recall-0.025": 0.025397, "recall-0.05": 0.398413, "recall-0.1": 0.960317, "recall-0.15": 0.995238, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630 }, "hip_right": { "count": 629, "mean": 0.055259, "median": 0.050967, "std": 0.023078, "sem": 0.000921, "min": 0.004999, "max": 0.145424, "recall-0.025": 0.069952, "recall-0.05": 0.481717, "recall-0.1": 0.957075, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 629 }, "knee_left": { "count": 628, "mean": 0.045688, "median": 0.03434, "std": 0.046114, "sem": 0.001842, "min": 0.003593, "max": 0.364064, "recall-0.025": 0.292994, "recall-0.05": 0.72293, "recall-0.1": 0.941083, "recall-0.15": 0.961783, "recall-0.25": 0.984076, "recall-0.5": 1.0, "num_labels": 628 }, "knee_right": { "count": 629, "mean": 0.053686, "median": 0.035845, "std": 0.072307, "sem": 0.002885, "min": 0.002669, "max": 0.496679, "recall-0.025": 0.252782, "recall-0.05": 0.72973, "recall-0.1": 0.934817, "recall-0.15": 0.952305, "recall-0.25": 0.958665, "recall-0.5": 1.0, "num_labels": 629 }, "ankle_left": { "count": 619, "mean": 0.06588, "median": 0.050492, "std": 0.072775, "sem": 0.002927, "min": 0.012793, "max": 0.493666, "recall-0.025": 0.035541, "recall-0.05": 0.487884, "recall-0.1": 0.945073, "recall-0.15": 0.959612, "recall-0.25": 0.962843, "recall-0.5": 1.0, "num_labels": 619 }, "ankle_right": { "count": 601, "mean": 0.054068, "median": 0.047411, "std": 0.042563, "sem": 0.001738, "min": 0.011391, "max": 0.47977, "recall-0.025": 0.094855, "recall-0.05": 0.522508, "recall-0.1": 0.92926, "recall-0.15": 0.946945, "recall-0.25": 0.954984, "recall-0.5": 0.966238, "num_labels": 622 }, "joint_recalls": { "num_labels": 8129, "recall-0.025": 0.09608, "recall-0.05": 0.52713, "recall-0.1": 0.95079, "recall-0.15": 0.98155, "recall-0.25": 0.98905, "recall-0.5": 0.99742 } } { "total_parts": 8725, "correct_parts": 8585, "pcp": 0.983954 } ``` ### H3WB ##### default joints ```json { "avg_time_2d": 0.07019692094702469, "avg_time_3d": 0.0003231123874061986, "avg_fps": 14.180367658898387 } { "person_nums": { "total_frames": 200, "total_labels": 200, "total_preds": 201, "considered_empty": 0, "valid_preds": 200, "invalid_preds": 1, "missing": 0, "invalid_fraction": 0.00498, "precision": 0.99502, "recall": 1.0, "f1": 0.99751, "non_empty": 201 }, "mpjpe": { "count": 200, "mean": 0.024971, "median": 0.023763, "std": 0.008862, "sem": 0.000628, "min": 0.012001, "max": 0.074839, "recall-0.025": 0.57, "recall-0.05": 0.985, "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": 0.469072, "ap-0.05": 0.984418, "ap-0.1": 1.0, "ap-0.15": 1.0, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "nose": { "count": 200, "mean": 0.043706, "median": 0.035621, "std": 0.033787, "sem": 0.002395, "min": 0.004482, "max": 0.189964, "recall-0.025": 0.37, "recall-0.05": 0.71, "recall-0.1": 0.93, "recall-0.15": 0.985, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "shoulder_left": { "count": 200, "mean": 0.019033, "median": 0.016999, "std": 0.010274, "sem": 0.000728, "min": 0.00327, "max": 0.064981, "recall-0.025": 0.77, "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 }, "shoulder_right": { "count": 200, "mean": 0.026164, "median": 0.023125, "std": 0.012796, "sem": 0.000907, "min": 0.006157, "max": 0.075377, "recall-0.025": 0.57, "recall-0.05": 0.935, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "elbow_left": { "count": 200, "mean": 0.015216, "median": 0.011591, "std": 0.013076, "sem": 0.000927, "min": 0.001038, "max": 0.098801, "recall-0.025": 0.875, "recall-0.05": 0.98, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "elbow_right": { "count": 200, "mean": 0.020709, "median": 0.014512, "std": 0.018279, "sem": 0.001296, "min": 0.002652, "max": 0.118555, "recall-0.025": 0.735, "recall-0.05": 0.915, "recall-0.1": 0.995, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "wrist_left": { "count": 200, "mean": 0.024578, "median": 0.017257, "std": 0.02688, "sem": 0.001905, "min": 0.000802, "max": 0.261247, "recall-0.025": 0.725, "recall-0.05": 0.91, "recall-0.1": 0.975, "recall-0.15": 0.995, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "wrist_right": { "count": 200, "mean": 0.032118, "median": 0.023494, "std": 0.029205, "sem": 0.00207, "min": 0.001103, "max": 0.23071, "recall-0.025": 0.525, "recall-0.05": 0.83, "recall-0.1": 0.97, "recall-0.15": 0.995, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "hip_left": { "count": 200, "mean": 0.036467, "median": 0.034929, "std": 0.014313, "sem": 0.001015, "min": 0.006136, "max": 0.09849, "recall-0.025": 0.215, "recall-0.05": 0.845, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "hip_right": { "count": 200, "mean": 0.034682, "median": 0.033326, "std": 0.013764, "sem": 0.000976, "min": 0.003115, "max": 0.076881, "recall-0.025": 0.25, "recall-0.05": 0.845, "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": 0.018318, "median": 0.013632, "std": 0.014531, "sem": 0.00103, "min": 0.002782, "max": 0.100895, "recall-0.025": 0.78, "recall-0.05": 0.97, "recall-0.1": 0.995, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "knee_right": { "count": 200, "mean": 0.017774, "median": 0.0126, "std": 0.021883, "sem": 0.001551, "min": 0.001628, "max": 0.248436, "recall-0.025": 0.84, "recall-0.05": 0.96, "recall-0.1": 0.99, "recall-0.15": 0.995, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "ankle_left": { "count": 200, "mean": 0.017516, "median": 0.013814, "std": 0.022897, "sem": 0.001623, "min": 0.002513, "max": 0.232845, "recall-0.025": 0.91, "recall-0.05": 0.96, "recall-0.1": 0.985, "recall-0.15": 0.99, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "ankle_right": { "count": 200, "mean": 0.018347, "median": 0.013634, "std": 0.022266, "sem": 0.001578, "min": 0.001808, "max": 0.264653, "recall-0.025": 0.835, "recall-0.05": 0.965, "recall-0.1": 0.99, "recall-0.15": 0.995, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "joint_recalls": { "num_labels": 2600, "recall-0.025": 0.64577, "recall-0.05": 0.90769, "recall-0.1": 0.98692, "recall-0.15": 0.99654, "recall-0.25": 0.99923, "recall-0.5": 1.0 } } { "total_parts": 2800, "correct_parts": 2797, "pcp": 0.998929 } ``` ##### whole-body ```json { "avg_time_2d": 0.08644666295302542, "avg_time_3d": 0.0006727946432013261, "avg_fps": 11.478492033716602 } { "person_nums": { "total_frames": 200, "total_labels": 200, "total_preds": 200, "considered_empty": 0, "valid_preds": 200, "invalid_preds": 0, "missing": 0, "invalid_fraction": 0.0, "precision": 1.0, "recall": 1.0, "f1": 1.0, "non_empty": 200 }, "mpjpe": { "count": 200, "mean": 0.048869, "median": 0.041028, "std": 0.02694, "sem": 0.00191, "min": 0.021878, "max": 0.244768, "recall-0.025": 0.02, "recall-0.05": 0.68, "recall-0.1": 0.96, "recall-0.15": 0.985, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200, "ap-0.025": 0.004893, "ap-0.05": 0.612983, "ap-0.1": 0.95333, "ap-0.15": 0.982961, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "nose": { "count": 200, "mean": 0.051588, "median": 0.04253, "std": 0.041215, "sem": 0.002922, "min": 0.004778, "max": 0.258996, "recall-0.025": 0.285, "recall-0.05": 0.61, "recall-0.1": 0.875, "recall-0.15": 0.975, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "eye_left": { "count": 200, "mean": 0.044718, "median": 0.034878, "std": 0.031444, "sem": 0.002229, "min": 0.005777, "max": 0.164617, "recall-0.025": 0.325, "recall-0.05": 0.675, "recall-0.1": 0.915, "recall-0.15": 0.99, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "eye_right": { "count": 200, "mean": 0.051131, "median": 0.044672, "std": 0.033522, "sem": 0.002376, "min": 0.004727, "max": 0.194151, "recall-0.025": 0.23, "recall-0.05": 0.595, "recall-0.1": 0.905, "recall-0.15": 0.99, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "ear_left": { "count": 200, "mean": 0.034799, "median": 0.026707, "std": 0.028328, "sem": 0.002008, "min": 0.004074, "max": 0.196783, "recall-0.025": 0.445, "recall-0.05": 0.82, "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": 0.04394, "median": 0.037015, "std": 0.027701, "sem": 0.001964, "min": 0.003835, "max": 0.133839, "recall-0.025": 0.28, "recall-0.05": 0.67, "recall-0.1": 0.965, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "shoulder_left": { "count": 200, "mean": 0.020137, "median": 0.018308, "std": 0.01136, "sem": 0.000805, "min": 0.001587, "max": 0.096788, "recall-0.025": 0.74, "recall-0.05": 0.985, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "shoulder_right": { "count": 200, "mean": 0.023694, "median": 0.019472, "std": 0.014816, "sem": 0.00105, "min": 0.001051, "max": 0.091146, "recall-0.025": 0.655, "recall-0.05": 0.93, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "elbow_left": { "count": 200, "mean": 0.021653, "median": 0.0159, "std": 0.019525, "sem": 0.001384, "min": 0.001613, "max": 0.131488, "recall-0.025": 0.755, "recall-0.05": 0.95, "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": 0.025526, "median": 0.018237, "std": 0.022042, "sem": 0.001562, "min": 0.001078, "max": 0.117042, "recall-0.025": 0.625, "recall-0.05": 0.88, "recall-0.1": 0.975, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "wrist_left": { "count": 200, "mean": 0.031578, "median": 0.020573, "std": 0.037562, "sem": 0.002663, "min": 0.003098, "max": 0.344977, "recall-0.025": 0.59, "recall-0.05": 0.855, "recall-0.1": 0.955, "recall-0.15": 0.97, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "wrist_right": { "count": 200, "mean": 0.043504, "median": 0.028684, "std": 0.054739, "sem": 0.00388, "min": 0.002623, "max": 0.453945, "recall-0.025": 0.455, "recall-0.05": 0.76, "recall-0.1": 0.92, "recall-0.15": 0.955, "recall-0.25": 0.99, "recall-0.5": 1.0, "num_labels": 200 }, "hip_left": { "count": 200, "mean": 0.031706, "median": 0.028115, "std": 0.015883, "sem": 0.001126, "min": 0.005344, "max": 0.087771, "recall-0.025": 0.4, "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, "num_labels": 200 }, "hip_right": { "count": 200, "mean": 0.031358, "median": 0.028853, "std": 0.015836, "sem": 0.001123, "min": 0.003002, "max": 0.076522, "recall-0.025": 0.375, "recall-0.05": 0.87, "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": 0.021709, "median": 0.016517, "std": 0.024017, "sem": 0.001703, "min": 0.001677, "max": 0.221707, "recall-0.025": 0.775, "recall-0.05": 0.955, "recall-0.1": 0.98, "recall-0.15": 0.99, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "knee_right": { "count": 200, "mean": 0.025648, "median": 0.015109, "std": 0.039013, "sem": 0.002766, "min": 0.001272, "max": 0.272669, "recall-0.025": 0.745, "recall-0.05": 0.91, "recall-0.1": 0.955, "recall-0.15": 0.97, "recall-0.25": 0.99, "recall-0.5": 1.0, "num_labels": 200 }, "ankle_left": { "count": 200, "mean": 0.017168, "median": 0.011853, "std": 0.021843, "sem": 0.001548, "min": 0.000658, "max": 0.208937, "recall-0.025": 0.855, "recall-0.05": 0.955, "recall-0.1": 0.985, "recall-0.15": 0.995, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "ankle_right": { "count": 199, "mean": 0.019109, "median": 0.012413, "std": 0.033692, "sem": 0.002394, "min": 0.000333, "max": 0.424703, "recall-0.025": 0.825, "recall-0.05": 0.96, "recall-0.1": 0.98, "recall-0.15": 0.985, "recall-0.25": 0.99, "recall-0.5": 0.995, "num_labels": 200 }, "foot_toe_big_left": { "count": 200, "mean": 0.033002, "median": 0.022606, "std": 0.037939, "sem": 0.002689, "min": 0.002734, "max": 0.313976, "recall-0.025": 0.55, "recall-0.05": 0.87, "recall-0.1": 0.945, "recall-0.15": 0.975, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "foot_toe_small_left": { "count": 200, "mean": 0.028075, "median": 0.019116, "std": 0.036698, "sem": 0.002601, "min": 0.001688, "max": 0.38526, "recall-0.025": 0.665, "recall-0.05": 0.915, "recall-0.1": 0.96, "recall-0.15": 0.98, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "foot_heel_left": { "count": 199, "mean": 0.023873, "median": 0.016957, "std": 0.02169, "sem": 0.001541, "min": 0.0018, "max": 0.150759, "recall-0.025": 0.695, "recall-0.05": 0.91, "recall-0.1": 0.975, "recall-0.15": 0.99, "recall-0.25": 0.995, "recall-0.5": 0.995, "num_labels": 200 }, "foot_toe_big_right": { "count": 199, "mean": 0.032034, "median": 0.021654, "std": 0.039758, "sem": 0.002825, "min": 0.0018, "max": 0.364132, "recall-0.025": 0.59, "recall-0.05": 0.88, "recall-0.1": 0.945, "recall-0.15": 0.97, "recall-0.25": 0.99, "recall-0.5": 0.995, "num_labels": 200 }, "foot_toe_small_right": { "count": 199, "mean": 0.032658, "median": 0.023201, "std": 0.033448, "sem": 0.002377, "min": 0.001822, "max": 0.258968, "recall-0.025": 0.55, "recall-0.05": 0.84, "recall-0.1": 0.965, "recall-0.15": 0.975, "recall-0.25": 0.99, "recall-0.5": 0.995, "num_labels": 200 }, "foot_heel_right": { "count": 199, "mean": 0.026206, "median": 0.018079, "std": 0.029147, "sem": 0.002071, "min": 0.001723, "max": 0.23763, "recall-0.025": 0.68, "recall-0.05": 0.885, "recall-0.1": 0.965, "recall-0.15": 0.98, "recall-0.25": 0.995, "recall-0.5": 0.995, "num_labels": 200 }, "face_jaw_right_1": { "count": 200, "mean": 0.088479, "median": 0.076778, "std": 0.0392, "sem": 0.002779, "min": 0.026231, "max": 0.318825, "recall-0.025": 0.0, "recall-0.05": 0.095, "recall-0.1": 0.71, "recall-0.15": 0.93, "recall-0.25": 0.995, "recall-0.5": 1.0, 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0.98, "num_labels": 200 }, "hand_finger_ring_right_3": { "count": 197, "mean": 0.05953, "median": 0.033549, "std": 0.078512, "sem": 0.005608, "min": 0.00316, "max": 0.461042, "recall-0.025": 0.385, "recall-0.05": 0.65, "recall-0.1": 0.85, "recall-0.15": 0.91, "recall-0.25": 0.935, "recall-0.5": 0.985, "num_labels": 200 }, "hand_finger_ring_right_4": { "count": 197, "mean": 0.062354, "median": 0.037659, "std": 0.078236, "sem": 0.005588, "min": 0.001276, "max": 0.468517, "recall-0.025": 0.295, "recall-0.05": 0.64, "recall-0.1": 0.84, "recall-0.15": 0.91, "recall-0.25": 0.945, "recall-0.5": 0.985, "num_labels": 200 }, "hand_finger_pinky_right_1": { "count": 196, "mean": 0.058296, "median": 0.031626, "std": 0.074563, "sem": 0.00534, "min": 0.003995, "max": 0.482459, "recall-0.025": 0.395, "recall-0.05": 0.65, "recall-0.1": 0.835, "recall-0.15": 0.915, "recall-0.25": 0.94, "recall-0.5": 0.98, "num_labels": 200 }, "hand_finger_pinky_right_2": { "count": 197, "mean": 0.065526, "median": 0.035971, "std": 0.083592, "sem": 0.005971, "min": 0.004282, "max": 0.427394, "recall-0.025": 0.345, "recall-0.05": 0.635, "recall-0.1": 0.81, "recall-0.15": 0.89, "recall-0.25": 0.92, "recall-0.5": 0.985, "num_labels": 200 }, "hand_finger_pinky_right_3": { "count": 197, "mean": 0.062563, "median": 0.035577, "std": 0.078134, "sem": 0.005581, "min": 0.002508, "max": 0.432715, "recall-0.025": 0.345, "recall-0.05": 0.625, "recall-0.1": 0.815, "recall-0.15": 0.91, "recall-0.25": 0.94, "recall-0.5": 0.985, "num_labels": 200 }, "hand_finger_pinky_right_4": { "count": 196, "mean": 0.062954, "median": 0.039602, "std": 0.072136, "sem": 0.005166, "min": 0.005135, "max": 0.441351, "recall-0.025": 0.3, "recall-0.05": 0.595, "recall-0.1": 0.81, "recall-0.15": 0.9, "recall-0.25": 0.94, "recall-0.5": 0.98, "num_labels": 200 }, "hip_middle": { "count": 200, "mean": 0.031138, "median": 0.028396, "std": 0.018331, "sem": 0.001299, "min": 0.004337, "max": 0.180839, "recall-0.025": 0.415, "recall-0.05": 0.89, "recall-0.1": 0.995, "recall-0.15": 0.995, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "shoulder_middle": { "count": 200, "mean": 0.01876, "median": 0.015926, "std": 0.011087, "sem": 0.000786, "min": 0.001721, "max": 0.054583, "recall-0.025": 0.77, "recall-0.05": 0.98, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "head": { "count": 200, "mean": 0.031273, "median": 0.029666, "std": 0.01731, "sem": 0.001227, "min": 0.00157, "max": 0.11713, "recall-0.025": 0.395, "recall-0.05": 0.86, "recall-0.1": 0.995, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "body_errors": { "body": { "count": 5195, "mean": 0.030619, "median": 0.023676, "std": 0.02761, "sem": 0.001958, "min": 0.002529, "max": 0.212981, "num_labels": 5200 }, "face": { "count": 13600, "mean": 0.048095, "median": 0.03911, "std": 0.031732, "sem": 0.002249, "min": 0.006194, "max": 0.200611, "num_labels": 13600 }, "hand": { "count": 8306, "mean": 0.052948, "median": 0.029793, "std": 0.066687, "sem": 0.004755, "min": 0.003303, "max": 0.432716, "num_labels": 8400 } }, "joint_recalls": { "num_labels": 27200, "recall-0.025": 0.38254, "recall-0.05": 0.69548, "recall-0.1": 0.90996, "recall-0.15": 0.96386, "recall-0.25": 0.98581, "recall-0.5": 0.99636 } } { "total_parts": 2800, "correct_parts": 2791, "pcp": 0.996786 } ``` ### EgoHumans ##### tagging ```json { "avg_time_2d": 0.16942452324761284, "avg_time_3d": 0.0010016149944729275, "avg_fps": 5.867644542760963 } { "person_nums": { "total_frames": 100, "total_labels": 400, "total_preds": 354, "considered_empty": 0, "valid_preds": 352, "invalid_preds": 2, "missing": 48, "invalid_fraction": 0.00565, "precision": 0.99435, "recall": 0.88, "f1": 0.93369, "non_empty": 354 }, "mpjpe": { "count": 352, "mean": 0.038706, "median": 0.033017, "std": 0.021502, "sem": 0.001148, "min": 0.015741, "max": 0.227347, "recall-0.025": 0.13, "recall-0.05": 0.755, "recall-0.1": 0.8675, "recall-0.15": 0.8725, "recall-0.25": 0.88, "recall-0.5": 0.88, "num_labels": 400, "ap-0.025": 0.022253, "ap-0.05": 0.678683, "ap-0.1": 0.862522, "ap-0.15": 0.872493, "ap-0.25": 0.88, "ap-0.5": 0.88 }, "head": { "count": 352, "mean": 0.042933, "median": 0.036921, "std": 0.025915, "sem": 0.001383, "min": 0.00635, "max": 0.265279, "recall-0.025": 0.1975, "recall-0.05": 0.6125, "recall-0.1": 0.8725, "recall-0.15": 0.875, "recall-0.25": 0.875, "recall-0.5": 0.88, "num_labels": 400 }, "shoulder_left": { "count": 352, "mean": 0.03917, "median": 0.034151, "std": 0.024818, "sem": 0.001325, "min": 0.004924, "max": 0.264632, "recall-0.025": 0.255, "recall-0.05": 0.675, "recall-0.1": 0.87, "recall-0.15": 0.875, "recall-0.25": 0.8775, "recall-0.5": 0.88, "num_labels": 400 }, "shoulder_right": { "count": 352, "mean": 0.03965, "median": 0.036622, "std": 0.02603, "sem": 0.001389, "min": 0.005694, "max": 0.378378, "recall-0.025": 0.2125, "recall-0.05": 0.69, "recall-0.1": 0.8675, "recall-0.15": 0.8775, "recall-0.25": 0.8775, "recall-0.5": 0.88, "num_labels": 400 }, "elbow_left": { "count": 351, "mean": 0.028324, "median": 0.024495, "std": 0.019561, "sem": 0.001046, "min": 0.002262, "max": 0.170425, "recall-0.025": 0.4525, "recall-0.05": 0.795, "recall-0.1": 0.8675, "recall-0.15": 0.8725, "recall-0.25": 0.8775, "recall-0.5": 0.8775, "num_labels": 400 }, "elbow_right": { "count": 352, "mean": 0.039376, "median": 0.031112, "std": 0.041418, "sem": 0.002211, "min": 0.001571, "max": 0.494385, "recall-0.025": 0.315, "recall-0.05": 0.705, "recall-0.1": 0.84, "recall-0.15": 0.8675, "recall-0.25": 0.875, "recall-0.5": 0.88, "num_labels": 400 }, "wrist_left": { "count": 352, "mean": 0.033448, "median": 0.026736, "std": 0.029229, "sem": 0.00156, "min": 0.003574, "max": 0.294686, "recall-0.025": 0.3875, "recall-0.05": 0.7625, "recall-0.1": 0.8475, "recall-0.15": 0.8725, "recall-0.25": 0.8775, "recall-0.5": 0.88, "num_labels": 400 }, "wrist_right": { "count": 350, "mean": 0.036981, "median": 0.023765, "std": 0.047843, "sem": 0.002561, "min": 0.001093, "max": 0.394652, "recall-0.025": 0.46, "recall-0.05": 0.715, "recall-0.1": 0.8325, "recall-0.15": 0.85, "recall-0.25": 0.86, "recall-0.5": 0.875, "num_labels": 400 }, "hip_left": { "count": 352, "mean": 0.046498, "median": 0.03812, "std": 0.033302, "sem": 0.001778, "min": 0.005418, "max": 0.347286, "recall-0.025": 0.215, "recall-0.05": 0.6025, "recall-0.1": 0.81, "recall-0.15": 0.875, "recall-0.25": 0.8775, "recall-0.5": 0.88, "num_labels": 400 }, "hip_right": { "count": 352, "mean": 0.044108, "median": 0.036342, "std": 0.031589, "sem": 0.001686, "min": 0.002855, "max": 0.337234, "recall-0.025": 0.2325, "recall-0.05": 0.62, "recall-0.1": 0.8275, "recall-0.15": 0.875, "recall-0.25": 0.8775, "recall-0.5": 0.88, "num_labels": 400 }, "knee_left": { "count": 352, "mean": 0.02642, "median": 0.02205, "std": 0.016838, "sem": 0.000899, "min": 0.00144, "max": 0.121418, "recall-0.025": 0.51, "recall-0.05": 0.8175, "recall-0.1": 0.875, "recall-0.15": 0.88, "recall-0.25": 0.88, "recall-0.5": 0.88, "num_labels": 400 }, "knee_right": { "count": 352, "mean": 0.031668, "median": 0.024186, "std": 0.037654, "sem": 0.00201, "min": 0.000614, "max": 0.466897, "recall-0.025": 0.46, "recall-0.05": 0.79, "recall-0.1": 0.865, "recall-0.15": 0.8675, "recall-0.25": 0.8725, "recall-0.5": 0.88, "num_labels": 400 }, "ankle_left": { "count": 352, "mean": 0.037837, "median": 0.02989, "std": 0.040052, "sem": 0.002138, "min": 0.002653, "max": 0.45785, "recall-0.025": 0.335, "recall-0.05": 0.7325, "recall-0.1": 0.8575, "recall-0.15": 0.87, "recall-0.25": 0.8725, "recall-0.5": 0.88, "num_labels": 400 }, "ankle_right": { "count": 351, "mean": 0.049278, "median": 0.035545, "std": 0.048007, "sem": 0.002566, "min": 0.002213, "max": 0.409273, "recall-0.025": 0.225, "recall-0.05": 0.6025, "recall-0.1": 0.7875, "recall-0.15": 0.8525, "recall-0.25": 0.865, "recall-0.5": 0.8775, "num_labels": 400 }, "joint_recalls": { "num_labels": 5200, "recall-0.025": 0.3275, "recall-0.05": 0.70154, "recall-0.1": 0.84769, "recall-0.15": 0.87, "recall-0.25": 0.87423, "recall-0.5": 0.87923 } } { "total_parts": 5600, "correct_parts": 4880, "pcp": 0.871429 } ``` ##### legoassemble ```json { "avg_time_2d": 0.168116722021017, "avg_time_3d": 0.0009745090931385487, "avg_fps": 5.913967231836452 } { "person_nums": { "total_frames": 121, "total_labels": 363, "total_preds": 363, "considered_empty": 0, "valid_preds": 363, "invalid_preds": 0, "missing": 0, "invalid_fraction": 0.0, "precision": 1.0, "recall": 1.0, "f1": 1.0, "non_empty": 363 }, "mpjpe": { "count": 363, "mean": 0.030062, "median": 0.028839, "std": 0.007989, "sem": 0.00042, "min": 0.013843, "max": 0.063812, "recall-0.025": 0.283747, "recall-0.05": 0.975207, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363, "ap-0.025": 0.083374, "ap-0.05": 0.962882, "ap-0.1": 1.0, "ap-0.15": 1.0, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "head": { "count": 363, "mean": 0.030335, "median": 0.025398, "std": 0.019281, "sem": 0.001013, "min": 0.001475, "max": 0.1476, "recall-0.025": 0.487603, "recall-0.05": 0.84573, "recall-0.1": 0.997245, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "shoulder_left": { "count": 363, "mean": 0.033499, "median": 0.027624, "std": 0.0212, "sem": 0.001114, "min": 0.003916, "max": 0.145934, "recall-0.025": 0.429752, "recall-0.05": 0.834711, "recall-0.1": 0.977961, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "shoulder_right": { "count": 363, "mean": 0.030581, "median": 0.029443, "std": 0.015309, "sem": 0.000805, "min": 0.003011, "max": 0.108366, "recall-0.025": 0.396694, "recall-0.05": 0.892562, "recall-0.1": 0.997245, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "elbow_left": { "count": 363, "mean": 0.023656, "median": 0.021019, "std": 0.0162, "sem": 0.000851, "min": 0.000934, "max": 0.23055, "recall-0.025": 0.650138, "recall-0.05": 0.972452, "recall-0.1": 0.997245, "recall-0.15": 0.997245, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "elbow_right": { "count": 363, "mean": 0.021026, "median": 0.019516, "std": 0.012789, "sem": 0.000672, "min": 0.001225, "max": 0.117355, "recall-0.025": 0.741047, "recall-0.05": 0.980716, "recall-0.1": 0.99449, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "wrist_left": { "count": 363, "mean": 0.026281, "median": 0.021244, "std": 0.022071, "sem": 0.00116, "min": 0.002196, "max": 0.236533, "recall-0.025": 0.61708, "recall-0.05": 0.909091, "recall-0.1": 0.991736, "recall-0.15": 0.99449, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "wrist_right": { "count": 363, "mean": 0.020579, "median": 0.017127, "std": 0.013255, "sem": 0.000697, "min": 0.00099, "max": 0.089086, "recall-0.025": 0.727273, "recall-0.05": 0.964187, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "hip_left": { "count": 363, "mean": 0.043705, "median": 0.04208, "std": 0.019317, "sem": 0.001015, "min": 0.002097, "max": 0.116227, "recall-0.025": 0.157025, "recall-0.05": 0.688705, "recall-0.1": 0.991736, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "hip_right": { "count": 363, "mean": 0.040416, "median": 0.036497, "std": 0.020692, "sem": 0.001088, "min": 0.002313, "max": 0.133689, "recall-0.025": 0.209366, "recall-0.05": 0.727273, "recall-0.1": 0.991736, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "knee_left": { "count": 363, "mean": 0.032396, "median": 0.023673, "std": 0.027194, "sem": 0.001429, "min": 0.004028, "max": 0.161111, "recall-0.025": 0.534435, "recall-0.05": 0.84573, "recall-0.1": 0.958678, "recall-0.15": 0.99449, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "knee_right": { "count": 363, "mean": 0.026296, "median": 0.022923, "std": 0.015081, "sem": 0.000793, "min": 0.003672, "max": 0.084957, "recall-0.025": 0.539945, "recall-0.05": 0.92562, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "ankle_left": { "count": 363, "mean": 0.032283, "median": 0.026819, "std": 0.023117, "sem": 0.001215, "min": 0.001118, "max": 0.167208, "recall-0.025": 0.460055, "recall-0.05": 0.842975, "recall-0.1": 0.977961, "recall-0.15": 0.99449, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "ankle_right": { "count": 363, "mean": 0.02975, "median": 0.024989, "std": 0.020636, "sem": 0.001085, "min": 0.002353, "max": 0.160106, "recall-0.025": 0.501377, "recall-0.05": 0.878788, "recall-0.1": 0.986226, "recall-0.15": 0.997245, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "joint_recalls": { "num_labels": 4719, "recall-0.025": 0.49481, "recall-0.05": 0.86862, "recall-0.1": 0.98813, "recall-0.15": 0.99725, "recall-0.25": 1.0, "recall-0.5": 1.0 } } { "total_parts": 5082, "correct_parts": 5080, "pcp": 0.999606 } ``` ##### fencing ```json { "avg_time_2d": 0.25339538164627856, "avg_time_3d": 0.0025524283066774025, "avg_fps": 3.9070465193033033 } { "person_nums": { "total_frames": 166, "total_labels": 332, "total_preds": 933, "considered_empty": 0, "valid_preds": 332, "invalid_preds": 601, "missing": 0, "invalid_fraction": 0.64416, "precision": 0.35584, "recall": 1.0, "f1": 0.5249, "non_empty": 933 }, "mpjpe": { "count": 332, "mean": 0.029117, "median": 0.026731, "std": 0.008896, "sem": 0.000489, "min": 0.015013, "max": 0.059711, "recall-0.025": 0.439759, "recall-0.05": 0.978916, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332, "ap-0.025": 0.151005, "ap-0.05": 0.599718, "ap-0.1": 0.627899, "ap-0.15": 0.627899, "ap-0.25": 0.627899, "ap-0.5": 0.627899 }, "head": { "count": 332, "mean": 0.042592, "median": 0.041361, "std": 0.02206, "sem": 0.001212, "min": 0.00438, "max": 0.150775, "recall-0.025": 0.243976, "recall-0.05": 0.653614, "recall-0.1": 0.981928, "recall-0.15": 0.996988, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "shoulder_left": { "count": 332, "mean": 0.031771, "median": 0.028235, "std": 0.019055, "sem": 0.001047, "min": 0.002633, "max": 0.203534, "recall-0.025": 0.322289, "recall-0.05": 0.894578, "recall-0.1": 0.993976, "recall-0.15": 0.996988, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "shoulder_right": { "count": 332, "mean": 0.031696, "median": 0.024318, "std": 0.020074, "sem": 0.001103, "min": 0.005678, "max": 0.167426, "recall-0.025": 0.521084, "recall-0.05": 0.840361, "recall-0.1": 0.993976, "recall-0.15": 0.996988, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "elbow_left": { "count": 332, "mean": 0.021289, "median": 0.017307, "std": 0.014136, "sem": 0.000777, "min": 0.001369, "max": 0.109639, "recall-0.025": 0.73494, "recall-0.05": 0.954819, "recall-0.1": 0.993976, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "elbow_right": { "count": 332, "mean": 0.027477, "median": 0.023574, "std": 0.016219, "sem": 0.000891, "min": 0.002981, "max": 0.097596, "recall-0.025": 0.536145, "recall-0.05": 0.900602, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "wrist_left": { "count": 332, "mean": 0.022915, "median": 0.015669, "std": 0.022261, "sem": 0.001224, "min": 0.001414, "max": 0.157913, "recall-0.025": 0.725904, "recall-0.05": 0.909639, "recall-0.1": 0.987952, "recall-0.15": 0.996988, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "wrist_right": { "count": 332, "mean": 0.031429, "median": 0.023116, "std": 0.025733, "sem": 0.001414, "min": 0.00199, "max": 0.174606, "recall-0.025": 0.557229, "recall-0.05": 0.837349, "recall-0.1": 0.960843, "recall-0.15": 0.996988, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "hip_left": { "count": 332, "mean": 0.036618, "median": 0.032024, "std": 0.01876, "sem": 0.001031, "min": 0.002841, "max": 0.148267, "recall-0.025": 0.237952, "recall-0.05": 0.822289, "recall-0.1": 0.98494, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "hip_right": { "count": 332, "mean": 0.030781, "median": 0.02582, "std": 0.018554, "sem": 0.00102, "min": 0.005222, "max": 0.113545, "recall-0.025": 0.472892, "recall-0.05": 0.864458, "recall-0.1": 0.990964, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "knee_left": { "count": 332, "mean": 0.022723, "median": 0.018166, "std": 0.015012, "sem": 0.000825, "min": 0.001216, "max": 0.089506, "recall-0.025": 0.689759, "recall-0.05": 0.939759, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "knee_right": { "count": 332, "mean": 0.02196, "median": 0.015683, "std": 0.017897, "sem": 0.000984, "min": 0.00062, "max": 0.119871, "recall-0.025": 0.707831, "recall-0.05": 0.921687, "recall-0.1": 0.996988, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "ankle_left": { "count": 332, "mean": 0.022719, "median": 0.018827, "std": 0.01301, "sem": 0.000715, "min": 0.005069, "max": 0.114949, "recall-0.025": 0.635542, "recall-0.05": 0.954819, "recall-0.1": 0.996988, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "ankle_right": { "count": 332, "mean": 0.034553, "median": 0.032045, "std": 0.014074, "sem": 0.000774, "min": 0.010997, "max": 0.099848, "recall-0.025": 0.216867, "recall-0.05": 0.909639, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "joint_recalls": { "num_labels": 4316, "recall-0.025": 0.50649, "recall-0.05": 0.87512, "recall-0.1": 0.99073, "recall-0.15": 0.99884, "recall-0.25": 1.0, "recall-0.5": 1.0 } } { "total_parts": 4648, "correct_parts": 4648, "pcp": 1.0 } ``` ##### basketball ```json { "avg_time_2d": 0.1747382974624634, "avg_time_3d": 0.0013442301750183105, "avg_fps": 5.679155186020488 } { "person_nums": { "total_frames": 110, "total_labels": 330, "total_preds": 486, "considered_empty": 0, "valid_preds": 329, "invalid_preds": 157, "missing": 1, "invalid_fraction": 0.32305, "precision": 0.67695, "recall": 0.99697, "f1": 0.80637, "non_empty": 486 }, "mpjpe": { "count": 329, "mean": 0.044451, "median": 0.040197, "std": 0.017148, "sem": 0.000947, "min": 0.019727, "max": 0.12981, "recall-0.025": 0.039394, "recall-0.05": 0.721212, "recall-0.1": 0.987879, "recall-0.15": 0.99697, "recall-0.25": 0.99697, "recall-0.5": 0.99697, "num_labels": 330, "ap-0.025": 0.003411, "ap-0.05": 0.439477, "ap-0.1": 0.694005, "ap-0.15": 0.702368, "ap-0.25": 0.702368, "ap-0.5": 0.702368 }, "head": { "count": 329, "mean": 0.054832, "median": 0.046684, "std": 0.035394, "sem": 0.001954, "min": 0.002919, "max": 0.341898, "recall-0.025": 0.136364, "recall-0.05": 0.554545, "recall-0.1": 0.912121, "recall-0.15": 0.978788, "recall-0.25": 0.993939, "recall-0.5": 0.99697, "num_labels": 330 }, "shoulder_left": { "count": 329, "mean": 0.050179, "median": 0.044653, "std": 0.027402, "sem": 0.001513, "min": 0.004289, "max": 0.178472, "recall-0.025": 0.166667, "recall-0.05": 0.578788, "recall-0.1": 0.948485, "recall-0.15": 0.987879, "recall-0.25": 0.99697, "recall-0.5": 0.99697, "num_labels": 330 }, "shoulder_right": { "count": 329, "mean": 0.04465, "median": 0.038652, "std": 0.027834, "sem": 0.001537, "min": 0.003745, "max": 0.239751, "recall-0.025": 0.190909, "recall-0.05": 0.69697, "recall-0.1": 0.948485, "recall-0.15": 0.987879, "recall-0.25": 0.99697, "recall-0.5": 0.99697, "num_labels": 330 }, "elbow_left": { "count": 329, "mean": 0.051497, "median": 0.043161, "std": 0.034773, "sem": 0.00192, "min": 0.008914, "max": 0.281878, "recall-0.025": 0.19697, "recall-0.05": 0.609091, "recall-0.1": 0.906061, "recall-0.15": 0.978788, "recall-0.25": 0.993939, "recall-0.5": 0.99697, "num_labels": 330 }, "elbow_right": { "count": 329, "mean": 0.04613, "median": 0.038032, "std": 0.030559, "sem": 0.001687, "min": 0.002071, "max": 0.21984, "recall-0.025": 0.224242, "recall-0.05": 0.654545, "recall-0.1": 0.936364, "recall-0.15": 0.978788, "recall-0.25": 0.99697, "recall-0.5": 0.99697, "num_labels": 330 }, "wrist_left": { "count": 329, "mean": 0.055403, "median": 0.04626, "std": 0.040748, "sem": 0.00225, "min": 0.005915, "max": 0.316293, "recall-0.025": 0.193939, "recall-0.05": 0.563636, "recall-0.1": 0.89697, "recall-0.15": 0.966667, "recall-0.25": 0.990909, "recall-0.5": 0.99697, "num_labels": 330 }, "wrist_right": { "count": 329, "mean": 0.053864, "median": 0.046321, "std": 0.034136, "sem": 0.001885, "min": 0.006742, "max": 0.243772, "recall-0.025": 0.154545, "recall-0.05": 0.536364, "recall-0.1": 0.915152, "recall-0.15": 0.972727, "recall-0.25": 0.99697, "recall-0.5": 0.99697, "num_labels": 330 }, "hip_left": { "count": 329, "mean": 0.043143, "median": 0.036763, "std": 0.025638, "sem": 0.001416, "min": 0.001918, "max": 0.182991, "recall-0.025": 0.251515, "recall-0.05": 0.69697, "recall-0.1": 0.960606, "recall-0.15": 0.990909, "recall-0.25": 0.99697, "recall-0.5": 0.99697, "num_labels": 330 }, "hip_right": { "count": 329, "mean": 0.043844, "median": 0.038729, "std": 0.025196, "sem": 0.001391, "min": 0.006945, "max": 0.199011, "recall-0.025": 0.221212, "recall-0.05": 0.672727, "recall-0.1": 0.960606, "recall-0.15": 0.990909, "recall-0.25": 0.99697, "recall-0.5": 0.99697, "num_labels": 330 }, "knee_left": { "count": 329, "mean": 0.033941, "median": 0.029297, "std": 0.021577, "sem": 0.001191, "min": 0.000983, "max": 0.130585, "recall-0.025": 0.406061, "recall-0.05": 0.79697, "recall-0.1": 0.978788, "recall-0.15": 0.99697, "recall-0.25": 0.99697, "recall-0.5": 0.99697, "num_labels": 330 }, "knee_right": { "count": 329, "mean": 0.034327, "median": 0.028674, "std": 0.022783, "sem": 0.001258, "min": 0.002702, "max": 0.159071, "recall-0.025": 0.424242, "recall-0.05": 0.80303, "recall-0.1": 0.975758, "recall-0.15": 0.993939, "recall-0.25": 0.99697, "recall-0.5": 0.99697, "num_labels": 330 }, "ankle_left": { "count": 329, "mean": 0.031913, "median": 0.026425, "std": 0.020707, "sem": 0.001143, "min": 0.002204, "max": 0.158101, "recall-0.025": 0.451515, "recall-0.05": 0.866667, "recall-0.1": 0.975758, "recall-0.15": 0.993939, "recall-0.25": 0.99697, "recall-0.5": 0.99697, "num_labels": 330 }, "ankle_right": { "count": 329, "mean": 0.034136, "median": 0.028377, "std": 0.021345, "sem": 0.001179, "min": 0.006668, "max": 0.139375, "recall-0.025": 0.393939, "recall-0.05": 0.833333, "recall-0.1": 0.978788, "recall-0.15": 0.99697, "recall-0.25": 0.99697, "recall-0.5": 0.99697, "num_labels": 330 }, "joint_recalls": { "num_labels": 4290, "recall-0.025": 0.26037, "recall-0.05": 0.68042, "recall-0.1": 0.94499, "recall-0.15": 0.98462, "recall-0.25": 0.99534, "recall-0.5": 0.99697 } } { "total_parts": 4620, "correct_parts": 4569, "pcp": 0.988961 } ``` ##### volleyball ```json { "avg_time_2d": 0.3377667010367454, "avg_time_3d": 0.00361126607602781, "avg_fps": 2.9293044552862226 } { "person_nums": { "total_frames": 121, "total_labels": 484, "total_preds": 638, "considered_empty": 0, "valid_preds": 483, "invalid_preds": 155, "missing": 1, "invalid_fraction": 0.24295, "precision": 0.75705, "recall": 0.99793, "f1": 0.86096, "non_empty": 638 }, "mpjpe": { "count": 483, "mean": 0.037486, "median": 0.034783, "std": 0.014406, "sem": 0.000656, "min": 0.01794, "max": 0.136715, "recall-0.025": 0.165289, "recall-0.05": 0.840909, "recall-0.1": 0.991736, "recall-0.15": 0.997934, "recall-0.25": 0.997934, "recall-0.5": 0.997934, "num_labels": 484, "ap-0.025": 0.024574, "ap-0.05": 0.576818, "ap-0.1": 0.794001, "ap-0.15": 0.803006, "ap-0.25": 0.803006, "ap-0.5": 0.803006 }, "head": { "count": 483, "mean": 0.037728, "median": 0.030655, "std": 0.023551, "sem": 0.001073, "min": 0.004382, "max": 0.136584, "recall-0.025": 0.371901, "recall-0.05": 0.721074, "recall-0.1": 0.977273, "recall-0.15": 0.997934, "recall-0.25": 0.997934, "recall-0.5": 0.997934, "num_labels": 484 }, "shoulder_left": { "count": 483, "mean": 0.039183, "median": 0.032414, "std": 0.022945, "sem": 0.001045, "min": 0.004214, "max": 0.142662, "recall-0.025": 0.311983, "recall-0.05": 0.745868, "recall-0.1": 0.979339, "recall-0.15": 0.997934, "recall-0.25": 0.997934, "recall-0.5": 0.997934, "num_labels": 484 }, "shoulder_right": { "count": 483, "mean": 0.035627, "median": 0.031518, "std": 0.021128, "sem": 0.000962, "min": 0.003681, "max": 0.180338, "recall-0.025": 0.378099, "recall-0.05": 0.778926, "recall-0.1": 0.987603, "recall-0.15": 0.995868, "recall-0.25": 0.997934, "recall-0.5": 0.997934, "num_labels": 484 }, "elbow_left": { "count": 483, "mean": 0.039216, "median": 0.031488, "std": 0.027873, "sem": 0.00127, "min": 0.005996, "max": 0.237523, "recall-0.025": 0.345041, "recall-0.05": 0.735537, "recall-0.1": 0.966942, "recall-0.15": 0.987603, "recall-0.25": 0.997934, "recall-0.5": 0.997934, "num_labels": 484 }, "elbow_right": { "count": 483, "mean": 0.041639, "median": 0.033826, "std": 0.038231, "sem": 0.001741, "min": 0.003944, "max": 0.443462, "recall-0.025": 0.363636, "recall-0.05": 0.741736, "recall-0.1": 0.954545, "recall-0.15": 0.979339, "recall-0.25": 0.993802, "recall-0.5": 0.997934, "num_labels": 484 }, "wrist_left": { "count": 483, "mean": 0.048731, "median": 0.038931, "std": 0.036668, "sem": 0.00167, "min": 0.002618, "max": 0.309556, "recall-0.025": 0.262397, "recall-0.05": 0.654959, "recall-0.1": 0.913223, "recall-0.15": 0.979339, "recall-0.25": 0.995868, "recall-0.5": 0.997934, "num_labels": 484 }, "wrist_right": { "count": 481, "mean": 0.050653, "median": 0.039122, "std": 0.044513, "sem": 0.002032, "min": 0.003069, "max": 0.445609, "recall-0.025": 0.268595, "recall-0.05": 0.63843, "recall-0.1": 0.900826, "recall-0.15": 0.96281, "recall-0.25": 0.985537, "recall-0.5": 0.993802, "num_labels": 484 }, "hip_left": { "count": 483, "mean": 0.039765, "median": 0.036626, "std": 0.02136, "sem": 0.000973, "min": 0.004385, "max": 0.191835, "recall-0.025": 0.235537, "recall-0.05": 0.758264, "recall-0.1": 0.981405, "recall-0.15": 0.995868, "recall-0.25": 0.997934, "recall-0.5": 0.997934, "num_labels": 484 }, "hip_right": { "count": 483, "mean": 0.042641, "median": 0.03475, "std": 0.027897, "sem": 0.001271, "min": 0.004215, "max": 0.149838, "recall-0.025": 0.28719, "recall-0.05": 0.714876, "recall-0.1": 0.946281, "recall-0.15": 0.997934, "recall-0.25": 0.997934, "recall-0.5": 0.997934, "num_labels": 484 }, "knee_left": { "count": 483, "mean": 0.024984, "median": 0.020915, "std": 0.018998, "sem": 0.000865, "min": 0.001403, "max": 0.27912, "recall-0.025": 0.603306, "recall-0.05": 0.923554, "recall-0.1": 0.993802, "recall-0.15": 0.995868, "recall-0.25": 0.995868, "recall-0.5": 0.997934, "num_labels": 484 }, "knee_right": { "count": 483, "mean": 0.026066, "median": 0.022746, "std": 0.015356, "sem": 0.000699, "min": 0.001415, "max": 0.094234, "recall-0.025": 0.559917, "recall-0.05": 0.917355, "recall-0.1": 0.997934, "recall-0.15": 0.997934, "recall-0.25": 0.997934, "recall-0.5": 0.997934, "num_labels": 484 }, "ankle_left": { "count": 483, "mean": 0.029662, "median": 0.023999, "std": 0.034381, "sem": 0.001566, "min": 0.002215, "max": 0.497796, "recall-0.025": 0.530992, "recall-0.05": 0.909091, "recall-0.1": 0.979339, "recall-0.15": 0.991736, "recall-0.25": 0.993802, "recall-0.5": 0.997934, "num_labels": 484 }, "ankle_right": { "count": 483, "mean": 0.029111, "median": 0.026139, "std": 0.017356, "sem": 0.000791, "min": 0.001964, "max": 0.103825, "recall-0.025": 0.466942, "recall-0.05": 0.882231, "recall-0.1": 0.993802, "recall-0.15": 0.997934, "recall-0.25": 0.997934, "recall-0.5": 0.997934, "num_labels": 484 }, "joint_recalls": { "num_labels": 6292, "recall-0.025": 0.38207, "recall-0.05": 0.77765, "recall-0.1": 0.96631, "recall-0.15": 0.99046, "recall-0.25": 0.99587, "recall-0.5": 0.99762 } } { "total_parts": 6776, "correct_parts": 6727, "pcp": 0.992769 } ``` ##### badminton ```json { "avg_time_2d": 0.3067052543507835, "avg_time_3d": 0.0030759235337979533, "avg_fps": 3.228085085184165 } { "person_nums": { "total_frames": 183, "total_labels": 732, "total_preds": 748, "considered_empty": 0, "valid_preds": 732, "invalid_preds": 16, "missing": 0, "invalid_fraction": 0.02139, "precision": 0.97861, "recall": 1.0, "f1": 0.98919, "non_empty": 748 }, "mpjpe": { "count": 732, "mean": 0.030707, "median": 0.029813, "std": 0.008873, "sem": 0.000328, "min": 0.011711, "max": 0.101557, "recall-0.025": 0.260929, "recall-0.05": 0.97541, "recall-0.1": 0.998634, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732, "ap-0.025": 0.147255, "ap-0.05": 0.946493, "ap-0.1": 0.986328, "ap-0.15": 0.987768, "ap-0.25": 0.987768, "ap-0.5": 0.987768 }, "head": { "count": 732, "mean": 0.035166, "median": 0.030114, "std": 0.022308, "sem": 0.000825, "min": 0.001684, "max": 0.18719, "recall-0.025": 0.397541, "recall-0.05": 0.796448, "recall-0.1": 0.983607, "recall-0.15": 0.997268, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "shoulder_left": { "count": 732, "mean": 0.037607, "median": 0.034901, "std": 0.019463, "sem": 0.00072, "min": 0.002115, "max": 0.160137, "recall-0.025": 0.25, "recall-0.05": 0.793716, "recall-0.1": 0.990437, "recall-0.15": 0.997268, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "shoulder_right": { "count": 732, "mean": 0.031944, "median": 0.029911, "std": 0.017009, "sem": 0.000629, "min": 0.002836, "max": 0.171472, "recall-0.025": 0.334699, "recall-0.05": 0.897541, "recall-0.1": 0.991803, "recall-0.15": 0.998634, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "elbow_left": { "count": 732, "mean": 0.030624, "median": 0.026247, "std": 0.018999, "sem": 0.000703, "min": 0.005168, "max": 0.191276, "recall-0.025": 0.467213, "recall-0.05": 0.870219, "recall-0.1": 0.990437, "recall-0.15": 0.998634, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "elbow_right": { "count": 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"recall-0.025": 0.318306, "recall-0.05": 0.905738, "recall-0.1": 0.998634, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "hip_right": { "count": 732, "mean": 0.033184, "median": 0.031406, "std": 0.015691, "sem": 0.00058, "min": 0.001206, "max": 0.109097, "recall-0.025": 0.342896, "recall-0.05": 0.860656, "recall-0.1": 0.998634, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "knee_left": { "count": 732, "mean": 0.021726, "median": 0.019729, "std": 0.010827, "sem": 0.0004, "min": 0.001802, "max": 0.0951, "recall-0.025": 0.684426, "recall-0.05": 0.978142, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "knee_right": { "count": 732, "mean": 0.024425, "median": 0.022353, "std": 0.01332, "sem": 0.000493, "min": 0.001384, "max": 0.129076, "recall-0.025": 0.605191, "recall-0.05": 0.965847, "recall-0.1": 0.995902, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "ankle_left": { "count": 732, "mean": 0.025034, "median": 0.023367, "std": 0.013002, "sem": 0.000481, "min": 0.002316, "max": 0.085397, "recall-0.025": 0.557377, "recall-0.05": 0.945355, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "ankle_right": { "count": 732, "mean": 0.02583, "median": 0.023807, "std": 0.013323, "sem": 0.000493, "min": 0.002801, "max": 0.098229, "recall-0.025": 0.527322, "recall-0.05": 0.948087, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "joint_recalls": { "num_labels": 9516, "recall-0.025": 0.43916, "recall-0.05": 0.88241, "recall-0.1": 0.99149, "recall-0.15": 0.99884, "recall-0.25": 0.99989, "recall-0.5": 0.99989 } } { "total_parts": 10248, "correct_parts": 10243, "pcp": 0.999512 } ``` ##### tennis ```json { "avg_time_2d": 0.35980022441574006, "avg_time_3d": 0.0019301392181574949, "avg_fps": 2.7644900747455265 } { "person_nums": { "total_frames": 181, "total_labels": 362, "total_preds": 362, "considered_empty": 0, "valid_preds": 362, "invalid_preds": 0, "missing": 0, "invalid_fraction": 0.0, "precision": 1.0, "recall": 1.0, "f1": 1.0, "non_empty": 362 }, "mpjpe": { "count": 362, "mean": 0.027907, "median": 0.026323, "std": 0.010045, "sem": 0.000529, "min": 0.016071, "max": 0.138113, "recall-0.025": 0.422652, "recall-0.05": 0.980663, "recall-0.1": 0.997238, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362, "ap-0.025": 0.219905, "ap-0.05": 0.979295, "ap-0.1": 0.997039, "ap-0.15": 1.0, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "head": { "count": 362, "mean": 0.037859, "median": 0.036892, "std": 0.01648, "sem": 0.000867, "min": 0.006234, "max": 0.135283, "recall-0.025": 0.226519, "recall-0.05": 0.823204, "recall-0.1": 0.98895, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362 }, "shoulder_left": { "count": 362, "mean": 0.026726, "median": 0.02256, "std": 0.018716, "sem": 0.000985, "min": 0.002997, "max": 0.188082, "recall-0.025": 0.577348, "recall-0.05": 0.922652, "recall-0.1": 0.994475, "recall-0.15": 0.997238, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362 }, "shoulder_right": { "count": 362, "mean": 0.033171, "median": 0.029829, "std": 0.016964, "sem": 0.000893, "min": 0.004262, "max": 0.10401, "recall-0.025": 0.350829, "recall-0.05": 0.853591, "recall-0.1": 0.994475, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362 }, "elbow_left": { "count": 362, "mean": 0.02166, "median": 0.017017, "std": 0.016124, "sem": 0.000849, "min": 0.001198, "max": 0.098002, "recall-0.025": 0.729282, "recall-0.05": 0.939227, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362 }, "elbow_right": { "count": 362, "mean": 0.025665, "median": 0.019758, "std": 0.021831, "sem": 0.001149, "min": 0.003087, "max": 0.169963, "recall-0.025": 0.657459, "recall-0.05": 0.917127, "recall-0.1": 0.975138, "recall-0.15": 0.997238, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362 }, "wrist_left": { "count": 362, "mean": 0.028497, "median": 0.02414, "std": 0.017974, "sem": 0.000946, "min": 0.002374, "max": 0.12591, "recall-0.025": 0.527624, "recall-0.05": 0.875691, "recall-0.1": 0.997238, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362 }, "wrist_right": { "count": 362, "mean": 0.034383, "median": 0.025345, "std": 0.032977, "sem": 0.001736, "min": 0.001469, "max": 0.311793, "recall-0.025": 0.494475, "recall-0.05": 0.820442, "recall-0.1": 0.972376, "recall-0.15": 0.98895, "recall-0.25": 0.991713, "recall-0.5": 1.0, "num_labels": 362 }, "hip_left": { "count": 362, "mean": 0.025706, "median": 0.023688, "std": 0.013899, "sem": 0.000732, "min": 0.003653, "max": 0.113763, "recall-0.025": 0.530387, "recall-0.05": 0.950276, "recall-0.1": 0.997238, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362 }, "hip_right": { "count": 362, "mean": 0.028493, "median": 0.026524, "std": 0.016768, "sem": 0.000883, "min": 0.003071, "max": 0.200297, "recall-0.025": 0.464088, "recall-0.05": 0.933702, "recall-0.1": 0.994475, "recall-0.15": 0.997238, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362 }, "knee_left": { "count": 362, "mean": 0.015966, "median": 0.014134, "std": 0.008725, "sem": 0.000459, "min": 0.001037, "max": 0.063199, "recall-0.025": 0.859116, "recall-0.05": 0.997238, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362 }, "knee_right": { "count": 362, "mean": 0.018681, "median": 0.015485, "std": 0.01677, "sem": 0.000883, "min": 0.001885, "max": 0.242573, "recall-0.025": 0.812155, "recall-0.05": 0.977901, "recall-0.1": 0.994475, "recall-0.15": 0.997238, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362 }, "ankle_left": { "count": 362, "mean": 0.03354, "median": 0.031667, "std": 0.014477, "sem": 0.000762, "min": 0.004951, "max": 0.094323, "recall-0.025": 0.281768, "recall-0.05": 0.889503, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362 }, "ankle_right": { "count": 362, "mean": 0.032449, "median": 0.028011, "std": 0.030411, "sem": 0.001601, "min": 0.003353, "max": 0.485343, "recall-0.025": 0.428177, "recall-0.05": 0.848066, "recall-0.1": 0.98895, "recall-0.15": 0.994475, "recall-0.25": 0.997238, "recall-0.5": 1.0, "num_labels": 362 }, "joint_recalls": { "num_labels": 4706, "recall-0.025": 0.53251, "recall-0.05": 0.90268, "recall-0.1": 0.99065, "recall-0.15": 0.99745, "recall-0.25": 0.99915, "recall-0.5": 1.0 } } { "total_parts": 5068, "correct_parts": 5057, "pcp": 0.99783 } ```