# Evaluation Results Results of the model in various experiments on different datasets. ### Human36m (duration 00:01:20) ```json { "avg_time_2d": 0.07087800987696244, "avg_time_3d": 0.00041960861723301776, "avg_fps": 14.025713917519038 } { "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 (duration 00:00:56) ```json { "avg_time_2d": 0.09936108867737026, "avg_time_3d": 0.0006794069231170969, "avg_fps": 9.995952079181109 } { "person_nums": { "total_frames": 301, "total_labels": 477, "total_preds": 887, "considered_empty": 0, "valid_preds": 477, "invalid_preds": 410, "missing": 0, "invalid_fraction": 0.46223, "precision": 0.53777, "recall": 1.0, "f1": 0.69941, "non_empty": 887 }, "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": 0.340331, "ap-0.1": 0.693196, "ap-0.15": 0.704408, "ap-0.25": 0.704408, "ap-0.5": 0.704408 }, "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 (duration 00:00:29) ```json { "avg_time_2d": 0.05682281952983928, "avg_time_3d": 0.00042041292730367406, "avg_fps": 17.46931396211217 } { "person_nums": { "total_frames": 222, "total_labels": 376, "total_preds": 472, "considered_empty": 0, "valid_preds": 376, "invalid_preds": 96, "missing": 0, "invalid_fraction": 0.20339, "precision": 0.79661, "recall": 1.0, "f1": 0.88679, "non_empty": 472 }, "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 (duration 00:02:31) ```json { "avg_time_2d": 0.05496650173513878, "avg_time_3d": 0.0004480181680164738, "avg_fps": 18.04581185125563 } { "person_nums": { "total_frames": 629, "total_labels": 1061, "total_preds": 1000, "considered_empty": 0, "valid_preds": 762, "invalid_preds": 238, "missing": 299, "invalid_fraction": 0.238, "precision": 0.762, "recall": 0.71819, "f1": 0.73945, "non_empty": 1000 }, "mpjpe": { "count": 762, "mean": 0.11579, "median": 0.095056, "std": 0.067568, "sem": 0.002449, "min": 0.040489, "max": 0.497874, "recall-0.025": 0.0, "recall-0.05": 0.005655, "recall-0.1": 0.38737, "recall-0.15": 0.591894, "recall-0.25": 0.688973, "recall-0.5": 0.71819, "num_labels": 1061, "ap-0.025": 0.0, "ap-0.05": 9.8e-05, "ap-0.1": 0.249017, "ap-0.15": 0.4902, "ap-0.25": 0.615173, "ap-0.5": 0.652927 }, "head": { "count": 761, "mean": 0.065976, "median": 0.050342, "std": 0.060116, "sem": 0.002181, "min": 0.005944, "max": 0.482489, "recall-0.025": 0.087653, "recall-0.05": 0.356268, "recall-0.1": 0.624882, "recall-0.15": 0.668238, "recall-0.25": 0.698398, "recall-0.5": 0.717248, "num_labels": 1061 }, "shoulder_left": { "count": 760, "mean": 0.064231, "median": 0.04397, "std": 0.068085, "sem": 0.002471, "min": 0.003155, "max": 0.498748, "recall-0.025": 0.155514, "recall-0.05": 0.416588, "recall-0.1": 0.606032, "recall-0.15": 0.663525, "recall-0.25": 0.694628, "recall-0.5": 0.716305, "num_labels": 1061 }, "shoulder_right": { "count": 758, "mean": 0.061267, "median": 0.040706, "std": 0.067664, "sem": 0.002459, "min": 0.001883, "max": 0.496442, "recall-0.025": 0.152686, "recall-0.05": 0.446748, "recall-0.1": 0.618285, "recall-0.15": 0.66918, "recall-0.25": 0.690858, "recall-0.5": 0.71442, "num_labels": 1061 }, "elbow_left": { "count": 747, "mean": 0.101929, "median": 0.074645, "std": 0.083031, "sem": 0.00304, "min": 0.005382, "max": 0.481769, "recall-0.025": 0.066918, "recall-0.05": 0.223374, "recall-0.1": 0.431668, "recall-0.15": 0.558907, "recall-0.25": 0.655985, "recall-0.5": 0.704053, "num_labels": 1061 }, "elbow_right": { "count": 751, "mean": 0.083546, "median": 0.057561, "std": 0.078404, "sem": 0.002863, "min": 0.003313, "max": 0.498068, "recall-0.025": 0.096136, "recall-0.05": 0.301602, "recall-0.1": 0.523091, "recall-0.15": 0.6164, "recall-0.25": 0.672008, "recall-0.5": 0.707823, "num_labels": 1061 }, "wrist_left": { "count": 753, "mean": 0.126865, "median": 0.090726, "std": 0.102454, "sem": 0.003736, "min": 0.00418, "max": 0.497384, "recall-0.025": 0.062205, "recall-0.05": 0.180961, "recall-0.1": 0.380773, "recall-0.15": 0.473139, "recall-0.25": 0.614515, "recall-0.5": 0.709708, "num_labels": 1061 }, "wrist_right": { "count": 748, "mean": 0.112318, "median": 0.076428, "std": 0.100796, "sem": 0.003688, "min": 0.006423, "max": 0.494757, "recall-0.025": 0.072573, "recall-0.05": 0.240339, "recall-0.1": 0.430726, "recall-0.15": 0.527804, "recall-0.25": 0.622055, "recall-0.5": 0.704995, "num_labels": 1061 }, "hip_left": { "count": 746, "mean": 0.189195, "median": 0.17064, "std": 0.085658, "sem": 0.003138, "min": 0.021758, "max": 0.499358, "recall-0.025": 0.000943, "recall-0.05": 0.00377, "recall-0.1": 0.066918, "recall-0.15": 0.261074, "recall-0.25": 0.575872, "recall-0.5": 0.70311, "num_labels": 1061 }, "hip_right": { "count": 741, "mean": 0.180798, "median": 0.167552, "std": 0.076766, "sem": 0.002822, "min": 0.036054, "max": 0.492444, "recall-0.025": 0.0, "recall-0.05": 0.00377, "recall-0.1": 0.069746, "recall-0.15": 0.275212, "recall-0.25": 0.588124, "recall-0.5": 0.698398, "num_labels": 1061 }, "knee_left": {}, "knee_right": {}, "ankle_left": {}, "ankle_right": {}, "joint_recalls": { "num_labels": 9549, "recall-0.025": 0.07666, "recall-0.05": 0.24065, "recall-0.1": 0.41638, "recall-0.15": 0.52341, "recall-0.25": 0.64572, "recall-0.5": 0.70803 } } { "total_parts": 10610, "correct_parts": 5846, "pcp": 0.55099 } ``` ### Panoptic (duration 00:02:28) ```json { "avg_time_2d": 0.11023792871614782, "avg_time_3d": 0.0007589270428913395, "avg_fps": 9.00926420988789 } { "person_nums": { "total_frames": 420, "total_labels": 1466, "total_preds": 1540, "considered_empty": 0, "valid_preds": 1464, "invalid_preds": 76, "missing": 2, "invalid_fraction": 0.04935, "precision": 0.95065, "recall": 0.99864, "f1": 0.97405, "non_empty": 1540 }, "mpjpe": { "count": 1464, "mean": 0.042705, "median": 0.037986, "std": 0.020188, "sem": 0.000528, "min": 0.01189, "max": 0.147865, "recall-0.025": 0.153479, "recall-0.05": 0.741473, "recall-0.1": 0.982265, "recall-0.15": 0.998636, "recall-0.25": 0.998636, "recall-0.5": 0.998636, "num_labels": 1466, "ap-0.025": 0.064039, "ap-0.05": 0.663091, "ap-0.1": 0.960957, "ap-0.15": 0.983972, "ap-0.25": 0.983972, "ap-0.5": 0.983972 }, "nose": { "count": 1462, "mean": 0.016084, "median": 0.012438, "std": 0.019001, "sem": 0.000497, "min": 0.001407, "max": 0.282177, "recall-0.025": 0.901572, "recall-0.05": 0.96514, "recall-0.1": 0.995215, "recall-0.15": 0.995899, "recall-0.25": 0.996582, "recall-0.5": 0.999316, "num_labels": 1463 }, "shoulder_left": { "count": 1464, "mean": 0.021383, "median": 0.01901, "std": 0.011213, "sem": 0.000293, "min": 0.002677, "max": 0.095793, "recall-0.025": 0.706685, "recall-0.05": 0.97749, "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": 0.022677, "median": 0.019544, "std": 0.014417, "sem": 0.000377, "min": 0.00112, "max": 0.146597, "recall-0.025": 0.711945, "recall-0.05": 0.953584, "recall-0.1": 0.995904, "recall-0.15": 0.998635, "recall-0.25": 0.998635, "recall-0.5": 0.998635, "num_labels": 1465 }, "elbow_left": { "count": 1463, "mean": 0.026286, "median": 0.017747, "std": 0.028804, "sem": 0.000753, "min": 0.001259, "max": 0.323155, "recall-0.025": 0.704437, "recall-0.05": 0.881911, "recall-0.1": 0.979522, "recall-0.15": 0.986348, "recall-0.25": 0.996587, "recall-0.5": 0.998635, "num_labels": 1465 }, "elbow_right": { "count": 1462, "mean": 0.02341, "median": 0.01824, "std": 0.018141, "sem": 0.000475, "min": 0.001407, "max": 0.219498, "recall-0.025": 0.687628, "recall-0.05": 0.926179, "recall-0.1": 0.993848, "recall-0.15": 0.997949, "recall-0.25": 0.999316, "recall-0.5": 0.999316, "num_labels": 1463 }, "wrist_left": { "count": 1429, "mean": 0.035154, "median": 0.01696, "std": 0.050615, "sem": 0.001339, "min": 0.000713, "max": 0.397255, "recall-0.025": 0.675732, "recall-0.05": 0.824268, "recall-0.1": 0.909344, "recall-0.15": 0.95537, "recall-0.25": 0.98675, "recall-0.5": 0.996513, "num_labels": 1434 }, "wrist_right": { "count": 1456, "mean": 0.024195, "median": 0.016346, "std": 0.023585, "sem": 0.000618, "min": 0.001905, "max": 0.202973, "recall-0.025": 0.701923, "recall-0.05": 0.89217, "recall-0.1": 0.980082, "recall-0.15": 0.994505, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 1456 }, "hip_left": { "count": 1463, "mean": 0.059397, "median": 0.053492, "std": 0.02998, "sem": 0.000784, "min": 0.005563, "max": 0.17979, "recall-0.025": 0.069625, "recall-0.05": 0.423208, "recall-0.1": 0.893515, "recall-0.15": 0.969283, "recall-0.25": 0.998635, "recall-0.5": 0.998635, "num_labels": 1465 }, "hip_right": { "count": 1464, "mean": 0.058556, "median": 0.054479, "std": 0.028879, "sem": 0.000755, "min": 0.003776, "max": 0.304525, "recall-0.025": 0.05457, "recall-0.05": 0.420191, "recall-0.1": 0.914734, "recall-0.15": 0.986357, "recall-0.25": 0.997954, "recall-0.5": 0.998636, "num_labels": 1466 }, "knee_left": { "count": 1463, "mean": 0.051823, "median": 0.042757, "std": 0.042167, "sem": 0.001103, "min": 0.001938, "max": 0.3408, "recall-0.025": 0.187713, "recall-0.05": 0.63413, "recall-0.1": 0.927645, "recall-0.15": 0.967918, "recall-0.25": 0.984983, "recall-0.5": 0.998635, "num_labels": 1465 }, "knee_right": { "count": 1457, "mean": 0.048418, "median": 0.042583, "std": 0.029681, "sem": 0.000778, "min": 0.003543, "max": 0.324497, "recall-0.025": 0.213845, "recall-0.05": 0.588759, "recall-0.1": 0.938314, "recall-0.15": 0.992461, "recall-0.25": 0.996573, "recall-0.5": 0.998629, "num_labels": 1459 }, "ankle_left": { "count": 1456, "mean": 0.08324, "median": 0.037284, "std": 0.106306, "sem": 0.002787, "min": 0.002453, "max": 0.495774, "recall-0.025": 0.362953, "recall-0.05": 0.588517, "recall-0.1": 0.732057, "recall-0.15": 0.821599, "recall-0.25": 0.913876, "recall-0.5": 0.995215, "num_labels": 1463 }, "ankle_right": { "count": 1449, "mean": 0.077884, "median": 0.033398, "std": 0.103863, "sem": 0.002729, "min": 0.001061, "max": 0.4981, "recall-0.025": 0.369863, "recall-0.05": 0.684932, "recall-0.1": 0.772603, "recall-0.15": 0.813699, "recall-0.25": 0.896575, "recall-0.5": 0.992466, "num_labels": 1460 }, "joint_recalls": { "num_labels": 18990, "recall-0.025": 0.48752, "recall-0.05": 0.75034, "recall-0.1": 0.92507, "recall-0.15": 0.95956, "recall-0.25": 0.98167, "recall-0.5": 0.99768 } } { "total_parts": 20444, "correct_parts": 19980, "pcp": 0.977304 } ``` (3 cameras) ```json { "avg_time_2d": 0.06710797461067758, "avg_time_3d": 0.00547288278254067, "avg_fps": 13.777737490511337 } { "person_nums": { "total_frames": 420, "total_labels": 1466, "total_preds": 1441, "considered_empty": 15, "valid_preds": 1410, "invalid_preds": 16, "missing": 56, "invalid_fraction": 0.01122, "precision": 0.98878, "recall": 0.9618, "f1": 0.9751, "non_empty": 1426 }, "mpjpe": { "count": 1410, "mean": 0.074643, "median": 0.064929, "std": 0.041159, "sem": 0.001096, "min": 0.020973, "max": 0.309055, "recall-0.025": 0.004775, "recall-0.05": 0.274898, "recall-0.1": 0.800819, "recall-0.15": 0.909959, "recall-0.25": 0.950205, "recall-0.5": 0.961801, "num_labels": 1466, "ap-0.025": 0.001596, "ap-0.05": 0.185761, "ap-0.1": 0.740582, "ap-0.15": 0.888662, "ap-0.25": 0.937571, "ap-0.5": 0.951842 }, "nose": { "count": 1409, "mean": 0.023912, "median": 0.018335, "std": 0.018202, "sem": 0.000485, "min": 0.001916, "max": 0.23494, "recall-0.025": 0.625427, "recall-0.05": 0.904306, "recall-0.1": 0.954887, "recall-0.15": 0.961039, "recall-0.25": 0.96309, "recall-0.5": 0.96309, "num_labels": 1463 }, "shoulder_left": { "count": 1410, "mean": 0.024111, "median": 0.021119, "std": 0.017353, "sem": 0.000462, "min": 0.002094, "max": 0.31592, "recall-0.025": 0.570941, "recall-0.05": 0.912005, "recall-0.1": 0.95839, "recall-0.15": 0.960437, "recall-0.25": 0.960437, "recall-0.5": 0.961801, "num_labels": 1466 }, "shoulder_right": { "count": 1409, "mean": 0.029808, "median": 0.024305, "std": 0.023739, "sem": 0.000633, "min": 0.00406, "max": 0.302527, "recall-0.025": 0.498976, "recall-0.05": 0.866894, "recall-0.1": 0.946758, "recall-0.15": 0.955631, "recall-0.25": 0.959727, "recall-0.5": 0.961775, "num_labels": 1465 }, "elbow_left": { "count": 1409, "mean": 0.036301, "median": 0.023575, "std": 0.034416, "sem": 0.000917, "min": 0.001498, "max": 0.359129, "recall-0.025": 0.512628, "recall-0.05": 0.752901, "recall-0.1": 0.894881, "recall-0.15": 0.94744, "recall-0.25": 0.961092, "recall-0.5": 0.961775, "num_labels": 1465 }, "elbow_right": { "count": 1409, "mean": 0.037177, "median": 0.022519, "std": 0.043006, "sem": 0.001146, "min": 0.001047, "max": 0.414541, "recall-0.025": 0.548189, "recall-0.05": 0.783322, "recall-0.1": 0.900889, "recall-0.15": 0.920711, "recall-0.25": 0.961039, "recall-0.5": 0.96309, "num_labels": 1463 }, "wrist_left": { "count": 1378, "mean": 0.057001, "median": 0.022718, "std": 0.076028, "sem": 0.002049, "min": 0.001727, "max": 0.4856, "recall-0.025": 0.508368, "recall-0.05": 0.640865, "recall-0.1": 0.801255, "recall-0.15": 0.866109, "recall-0.25": 0.932357, "recall-0.5": 0.960948, "num_labels": 1434 }, "wrist_right": { "count": 1399, "mean": 0.051695, "median": 0.028091, "std": 0.06539, "sem": 0.001749, "min": 0.0006, "max": 0.449266, "recall-0.025": 0.430632, "recall-0.05": 0.644231, "recall-0.1": 0.843407, "recall-0.15": 0.90728, "recall-0.25": 0.93956, "recall-0.5": 0.960852, "num_labels": 1456 }, "hip_left": { "count": 1409, "mean": 0.06923, "median": 0.063829, "std": 0.034073, "sem": 0.000908, "min": 0.004913, "max": 0.205973, "recall-0.025": 0.038908, "recall-0.05": 0.259386, "recall-0.1": 0.840956, "recall-0.15": 0.913311, "recall-0.25": 0.961775, "recall-0.5": 0.961775, "num_labels": 1465 }, "hip_right": { "count": 1410, "mean": 0.079903, "median": 0.071168, "std": 0.038933, "sem": 0.001037, "min": 0.010114, "max": 0.304524, "recall-0.025": 0.012278, "recall-0.05": 0.203956, "recall-0.1": 0.748295, "recall-0.15": 0.892224, "recall-0.25": 0.960437, "recall-0.5": 0.961801, "num_labels": 1466 }, "knee_left": { "count": 1393, "mean": 0.081516, "median": 0.055603, "std": 0.077943, "sem": 0.002089, "min": 0.006728, "max": 0.491598, "recall-0.025": 0.096928, "recall-0.05": 0.392491, "recall-0.1": 0.745392, "recall-0.15": 0.815017, "recall-0.25": 0.908532, "recall-0.5": 0.950853, "num_labels": 1465 }, "knee_right": { "count": 1391, "mean": 0.080744, "median": 0.05609, "std": 0.075146, "sem": 0.002016, "min": 0.005476, "max": 0.494565, "recall-0.025": 0.078821, "recall-0.05": 0.381768, "recall-0.1": 0.753941, "recall-0.15": 0.831391, "recall-0.25": 0.912269, "recall-0.5": 0.953393, "num_labels": 1459 }, "ankle_left": { "count": 1321, "mean": 0.161113, "median": 0.128889, "std": 0.139661, "sem": 0.003844, "min": 0.000769, "max": 0.49962, "recall-0.025": 0.198906, "recall-0.05": 0.295284, "recall-0.1": 0.375256, "recall-0.15": 0.501709, "recall-0.25": 0.652085, "recall-0.5": 0.902939, "num_labels": 1463 }, "ankle_right": { "count": 1312, "mean": 0.149017, "median": 0.106396, "std": 0.131149, "sem": 0.003622, "min": 0.001734, "max": 0.496945, "recall-0.025": 0.163014, "recall-0.05": 0.296575, "recall-0.1": 0.430137, "recall-0.15": 0.536301, "recall-0.25": 0.683562, "recall-0.5": 0.89863, "num_labels": 1460 }, "joint_recalls": { "num_labels": 18990, "recall-0.025": 0.32886, "recall-0.05": 0.56367, "recall-0.1": 0.78394, "recall-0.15": 0.84655, "recall-0.25": 0.90411, "recall-0.5": 0.95076 } } { "total_parts": 20444, "correct_parts": 18326, "pcp": 0.8964 } ``` (10 cameras) ```json { "avg_time_2d": 0.20916332849642125, "avg_time_3d": 0.04559231851159073, "avg_fps": 3.925330063315733 } { "person_nums": { "total_frames": 420, "total_labels": 1466, "total_preds": 1710, "considered_empty": 32, "valid_preds": 1465, "invalid_preds": 213, "missing": 1, "invalid_fraction": 0.12694, "precision": 0.87306, "recall": 0.99932, "f1": 0.93193, "non_empty": 1678 }, "mpjpe": { "count": 1465, "mean": 0.037378, "median": 0.03232, "std": 0.01817, "sem": 0.000475, "min": 0.013848, "max": 0.134262, "recall-0.025": 0.188267, "recall-0.05": 0.850614, "recall-0.1": 0.982265, "recall-0.15": 0.999318, "recall-0.25": 0.999318, "recall-0.5": 0.999318, "num_labels": 1466, "ap-0.025": 0.082813, "ap-0.05": 0.796959, "ap-0.1": 0.956531, "ap-0.15": 0.977531, "ap-0.25": 0.977531, "ap-0.5": 0.977531 }, "nose": { "count": 1462, "mean": 0.012332, "median": 0.010836, "std": 0.007658, "sem": 0.0002, "min": 0.001275, "max": 0.124832, "recall-0.025": 0.955571, "recall-0.05": 0.993848, "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": 0.018735, "median": 0.016428, "std": 0.01034, "sem": 0.00027, "min": 0.001104, "max": 0.11138, "recall-0.025": 0.804911, "recall-0.05": 0.988404, "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": 0.020356, "median": 0.0193, "std": 0.008406, "sem": 0.00022, "min": 0.002013, "max": 0.087962, "recall-0.025": 0.776792, "recall-0.05": 0.992491, "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": 0.021276, "median": 0.018298, "std": 0.013204, "sem": 0.000345, "min": 0.002104, "max": 0.147682, "recall-0.025": 0.716041, "recall-0.05": 0.964505, "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": 0.019708, "median": 0.017321, "std": 0.012077, "sem": 0.000316, "min": 0.001927, "max": 0.132247, "recall-0.025": 0.791524, "recall-0.05": 0.969925, "recall-0.1": 0.997266, "recall-0.15": 0.999316, "recall-0.25": 0.999316, "recall-0.5": 0.999316, "num_labels": 1463 }, "wrist_left": { "count": 1433, "mean": 0.020952, "median": 0.015145, "std": 0.021486, "sem": 0.000568, "min": 0.001105, "max": 0.195801, "recall-0.025": 0.761506, "recall-0.05": 0.939331, "recall-0.1": 0.981869, "recall-0.15": 0.993724, "recall-0.25": 0.999303, "recall-0.5": 0.999303, "num_labels": 1434 }, "wrist_right": { "count": 1456, "mean": 0.020586, "median": 0.013908, "std": 0.023086, "sem": 0.000605, "min": 0.000284, "max": 0.437929, "recall-0.025": 0.76717, "recall-0.05": 0.932005, "recall-0.1": 0.986264, "recall-0.15": 0.995879, "recall-0.25": 0.999313, "recall-0.5": 1.0, "num_labels": 1456 }, "hip_left": { "count": 1464, "mean": 0.049993, "median": 0.048091, "std": 0.01908, "sem": 0.000499, "min": 0.00494, "max": 0.161097, "recall-0.025": 0.047782, "recall-0.05": 0.556314, "recall-0.1": 0.975427, "recall-0.15": 0.998635, "recall-0.25": 0.999317, "recall-0.5": 0.999317, "num_labels": 1465 }, "hip_right": { "count": 1465, "mean": 0.0503, "median": 0.049116, "std": 0.017259, "sem": 0.000451, "min": 0.007258, "max": 0.161485, "recall-0.025": 0.055935, "recall-0.05": 0.514325, "recall-0.1": 0.98704, "recall-0.15": 0.998636, "recall-0.25": 0.999318, "recall-0.5": 0.999318, "num_labels": 1466 }, "knee_left": { "count": 1464, "mean": 0.038607, "median": 0.031936, "std": 0.027955, "sem": 0.000731, "min": 0.001986, "max": 0.263932, "recall-0.025": 0.331741, "recall-0.05": 0.767235, "recall-0.1": 0.967918, "recall-0.15": 0.989761, "recall-0.25": 0.998635, "recall-0.5": 0.999317, "num_labels": 1465 }, "knee_right": { "count": 1458, "mean": 0.042193, "median": 0.035821, "std": 0.02818, "sem": 0.000738, "min": 0.003916, "max": 0.268463, "recall-0.025": 0.239205, "recall-0.05": 0.742975, "recall-0.1": 0.957505, "recall-0.15": 0.986977, "recall-0.25": 0.998629, "recall-0.5": 0.999315, "num_labels": 1459 }, "ankle_left": { "count": 1456, "mean": 0.087391, "median": 0.042765, "std": 0.105221, "sem": 0.002758, "min": 0.000814, "max": 0.499075, "recall-0.025": 0.350649, "recall-0.05": 0.549556, "recall-0.1": 0.7054, "recall-0.15": 0.822967, "recall-0.25": 0.909774, "recall-0.5": 0.995215, "num_labels": 1463 }, "ankle_right": { "count": 1445, "mean": 0.076361, "median": 0.04236, "std": 0.09602, "sem": 0.002527, "min": 0.001734, "max": 0.49866, "recall-0.025": 0.320548, "recall-0.05": 0.563699, "recall-0.1": 0.791781, "recall-0.15": 0.85274, "recall-0.25": 0.912329, "recall-0.5": 0.989726, "num_labels": 1460 }, "joint_recalls": { "num_labels": 18990, "recall-0.025": 0.5316, "recall-0.05": 0.80527, "recall-0.1": 0.9495, "recall-0.15": 0.97162, "recall-0.25": 0.9852, "recall-0.5": 0.99789 } } { "total_parts": 20444, "correct_parts": 20190, "pcp": 0.987576 } ``` ### IkeaAsm (duration 00:01:45) ```json { "avg_time_2d": 0.059123820587516085, "avg_time_3d": 0.0023804397216992085, "avg_fps": 16.25903628419328 } { "person_nums": { "total_frames": 479, "total_labels": 479, "total_preds": 705, "considered_empty": 82, "valid_preds": 405, "invalid_preds": 218, "missing": 74, "invalid_fraction": 0.34992, "precision": 0.65008, "recall": 0.84551, "f1": 0.73503, "non_empty": 623 }, "mpjpe": { "count": 405, "mean": 0.091051, "median": 0.069588, "std": 0.075616, "sem": 0.003762, "min": 0.018471, "max": 0.456235, "recall-0.025": 0.031315, "recall-0.05": 0.290188, "recall-0.1": 0.605428, "recall-0.15": 0.720251, "recall-0.25": 0.810021, "recall-0.5": 0.845511, "num_labels": 479, "ap-0.025": 0.001622, "ap-0.05": 0.108267, "ap-0.1": 0.422934, "ap-0.15": 0.574564, "ap-0.25": 0.700545, "ap-0.5": 0.73272 }, "head": { "count": 382, "mean": 0.041176, "median": 0.029569, "std": 0.043864, "sem": 0.002247, "min": 0.003708, "max": 0.388717, "recall-0.025": 0.318584, "recall-0.05": 0.637168, "recall-0.1": 0.809735, "recall-0.15": 0.825221, "recall-0.25": 0.834071, "recall-0.5": 0.845133, "num_labels": 452 }, "shoulder_left": { "count": 385, "mean": 0.047873, "median": 0.036948, "std": 0.045936, "sem": 0.002344, "min": 0.011784, "max": 0.450778, "recall-0.025": 0.092511, "recall-0.05": 0.625551, "recall-0.1": 0.806167, "recall-0.15": 0.825991, "recall-0.25": 0.834802, "recall-0.5": 0.848018, "num_labels": 454 }, "shoulder_right": { "count": 397, "mean": 0.037231, "median": 0.028242, "std": 0.038756, "sem": 0.001948, "min": 0.004674, "max": 0.393155, "recall-0.025": 0.278373, "recall-0.05": 0.745182, "recall-0.1": 0.826552, "recall-0.15": 0.830835, "recall-0.25": 0.837259, "recall-0.5": 0.850107, "num_labels": 467 }, "elbow_left": { "count": 370, "mean": 0.036803, "median": 0.022319, "std": 0.04943, "sem": 0.002573, "min": 0.003295, "max": 0.429148, "recall-0.025": 0.478261, "recall-0.05": 0.700229, "recall-0.1": 0.791762, "recall-0.15": 0.810069, "recall-0.25": 0.832952, "recall-0.5": 0.846682, "num_labels": 437 }, "elbow_right": { "count": 373, "mean": 0.036259, "median": 0.021958, "std": 0.054471, "sem": 0.002824, "min": 0.00252, "max": 0.483894, "recall-0.025": 0.492063, "recall-0.05": 0.727891, "recall-0.1": 0.802721, "recall-0.15": 0.814059, "recall-0.25": 0.829932, "recall-0.5": 0.845805, "num_labels": 441 }, "wrist_left": { "count": 368, "mean": 0.043401, "median": 0.023622, "std": 0.074451, "sem": 0.003886, "min": 0.002309, "max": 0.484682, "recall-0.025": 0.451835, "recall-0.05": 0.701835, "recall-0.1": 0.791284, "recall-0.15": 0.802752, "recall-0.25": 0.809633, "recall-0.5": 0.844037, "num_labels": 436 }, "wrist_right": { "count": 376, "mean": 0.035261, "median": 0.020422, "std": 0.057781, "sem": 0.002984, "min": 0.001916, "max": 0.479522, "recall-0.025": 0.506726, "recall-0.05": 0.742152, "recall-0.1": 0.795964, "recall-0.15": 0.811659, "recall-0.25": 0.827354, "recall-0.5": 0.843049, "num_labels": 446 }, "hip_left": { "count": 271, "mean": 0.112381, "median": 0.098809, "std": 0.060679, "sem": 0.003693, "min": 0.026415, "max": 0.488038, "recall-0.025": 0.0, "recall-0.05": 0.015924, "recall-0.1": 0.452229, "recall-0.15": 0.757962, "recall-0.25": 0.83758, "recall-0.5": 0.863057, "num_labels": 314 }, "hip_right": { "count": 210, "mean": 0.101229, "median": 0.087992, "std": 0.059626, "sem": 0.004124, "min": 0.030718, "max": 0.497295, "recall-0.025": 0.0, "recall-0.05": 0.038462, "recall-0.1": 0.546154, "recall-0.15": 0.734615, "recall-0.25": 0.784615, "recall-0.5": 0.807692, "num_labels": 260 }, "knee_left": { "count": 222, "mean": 0.140124, "median": 0.104483, "std": 0.104032, "sem": 0.006998, "min": 0.012077, "max": 0.491249, "recall-0.025": 0.028986, "recall-0.05": 0.105072, "recall-0.1": 0.373188, "recall-0.15": 0.557971, "recall-0.25": 0.677536, "recall-0.5": 0.804348, "num_labels": 276 }, "knee_right": { "count": 170, "mean": 0.134261, "median": 0.098647, "std": 0.106124, "sem": 0.008163, "min": 0.015332, "max": 0.490364, "recall-0.025": 0.018605, "recall-0.05": 0.134884, "recall-0.1": 0.413953, "recall-0.15": 0.572093, "recall-0.25": 0.669767, "recall-0.5": 0.790698, "num_labels": 215 }, "ankle_left": { "count": 61, "mean": 0.334012, "median": 0.376899, "std": 0.113026, "sem": 0.014592, "min": 0.064544, "max": 0.484108, "recall-0.025": 0.0, "recall-0.05": 0.0, "recall-0.1": 0.030303, "recall-0.15": 0.05303, "recall-0.25": 0.098485, "recall-0.5": 0.462121, "num_labels": 132 }, "ankle_right": { "count": 60, "mean": 0.363074, "median": 0.380989, "std": 0.098378, "sem": 0.012808, "min": 0.118617, "max": 0.482842, "recall-0.025": 0.0, "recall-0.05": 0.0, "recall-0.1": 0.0, "recall-0.15": 0.023622, "recall-0.25": 0.070866, "recall-0.5": 0.472441, "num_labels": 127 }, "joint_recalls": { "num_labels": 4457, "recall-0.025": 0.26318, "recall-0.05": 0.50527, "recall-0.1": 0.67041, "recall-0.15": 0.733, "recall-0.25": 0.76554, "recall-0.5": 0.81669 } } { "total_parts": 4313, "correct_parts": 3311, "pcp": 0.767679 } ``` ### Tsinghua (duration 00:01:51) ```json { "avg_time_2d": 0.12704439878463744, "avg_time_3d": 0.015850119590759278, "avg_fps": 6.998169078627008 } { "person_nums": { "total_frames": 210, "total_labels": 630, "total_preds": 634, "considered_empty": 1, "valid_preds": 630, "invalid_preds": 3, "missing": 0, "invalid_fraction": 0.00474, "precision": 0.99526, "recall": 1.0, "f1": 0.99762, "non_empty": 633 }, "mpjpe": { "count": 630, "mean": 0.056122, "median": 0.051247, "std": 0.018544, "sem": 0.000739, "min": 0.028965, "max": 0.145074, "recall-0.025": 0.0, "recall-0.05": 0.442857, "recall-0.1": 0.947619, "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": 0.224735, "ap-0.1": 0.926258, "ap-0.15": 0.999507, "ap-0.25": 0.999507, "ap-0.5": 0.999507 }, "head": { "count": 598, "mean": 0.040164, "median": 0.038964, "std": 0.013568, "sem": 0.000555, "min": 0.011364, "max": 0.098838, "recall-0.025": 0.135452, "recall-0.05": 0.780936, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 598 }, "shoulder_left": { "count": 630, "mean": 0.062867, "median": 0.060402, "std": 0.019369, "sem": 0.000772, "min": 0.018922, "max": 0.132634, "recall-0.025": 0.004762, "recall-0.05": 0.271429, "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": 0.066295, "median": 0.064009, "std": 0.019907, "sem": 0.000794, "min": 0.0267, "max": 0.146825, "recall-0.025": 0.0, "recall-0.05": 0.253968, "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": 0.052504, "median": 0.049557, "std": 0.020279, "sem": 0.000809, "min": 0.010131, "max": 0.140634, "recall-0.025": 0.055556, "recall-0.05": 0.51746, "recall-0.1": 0.97619, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630 }, "elbow_right": { "count": 629, "mean": 0.055824, "median": 0.048311, "std": 0.031445, "sem": 0.001255, "min": 0.004074, "max": 0.228043, "recall-0.025": 0.082671, "recall-0.05": 0.527822, "recall-0.1": 0.920509, "recall-0.15": 0.971383, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 629 }, "wrist_left": { "count": 630, "mean": 0.048132, "median": 0.041583, "std": 0.027224, "sem": 0.001085, "min": 0.007895, "max": 0.191578, "recall-0.025": 0.134921, "recall-0.05": 0.646032, "recall-0.1": 0.950794, "recall-0.15": 0.987302, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630 }, "wrist_right": { "count": 625, "mean": 0.052475, "median": 0.04672, "std": 0.025941, "sem": 0.001038, "min": 0.008634, "max": 0.226556, "recall-0.025": 0.0832, "recall-0.05": 0.552, "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": 0.057281, "median": 0.054554, "std": 0.020552, "sem": 0.000819, "min": 0.014001, "max": 0.17071, "recall-0.025": 0.025397, "recall-0.05": 0.4, "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": 0.05542, "median": 0.051229, "std": 0.022997, "sem": 0.000918, "min": 0.007007, "max": 0.145424, "recall-0.025": 0.069952, "recall-0.05": 0.475358, "recall-0.1": 0.958665, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 629 }, "knee_left": { "count": 628, "mean": 0.045621, "median": 0.03434, "std": 0.045811, "sem": 0.00183, "min": 0.003593, "max": 0.364064, "recall-0.025": 0.296178, "recall-0.05": 0.721338, "recall-0.1": 0.941083, "recall-0.15": 0.961783, "recall-0.25": 0.985669, "recall-0.5": 1.0, "num_labels": 628 }, "knee_right": { "count": 629, "mean": 0.054049, "median": 0.036172, "std": 0.072487, "sem": 0.002893, "min": 0.002669, "max": 0.497972, "recall-0.025": 0.254372, "recall-0.05": 0.718601, "recall-0.1": 0.931638, "recall-0.15": 0.952305, "recall-0.25": 0.958665, "recall-0.5": 1.0, "num_labels": 629 }, "ankle_left": { "count": 619, "mean": 0.065676, "median": 0.05044, "std": 0.072449, "sem": 0.002914, "min": 0.011923, "max": 0.493666, "recall-0.025": 0.040388, "recall-0.05": 0.491115, "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": 0.054545, "median": 0.047588, "std": 0.043266, "sem": 0.001766, "min": 0.011316, "max": 0.479769, "recall-0.025": 0.09164, "recall-0.05": 0.517685, "recall-0.1": 0.927653, "recall-0.15": 0.945338, "recall-0.25": 0.953376, "recall-0.5": 0.966238, "num_labels": 622 }, "joint_recalls": { "num_labels": 8129, "recall-0.025": 0.09755, "recall-0.05": 0.52737, "recall-0.1": 0.95116, "recall-0.15": 0.98155, "recall-0.25": 0.98905, "recall-0.5": 0.99742 } } { "total_parts": 8725, "correct_parts": 8586, "pcp": 0.984069 } ``` ### H3WB (default joints, duration 00:00:41) ```json { "avg_time_2d": 0.07201751156857139, "avg_time_3d": 0.0030754290129009045, "avg_fps": 13.316831013096992 } { "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": 0.024974, "median": 0.023698, "std": 0.009326, "sem": 0.000661, "min": 0.01193, "max": 0.074839, "recall-0.025": 0.575, "recall-0.05": 0.975, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200, "ap-0.025": 0.479707, "ap-0.05": 0.974105, "ap-0.1": 1.0, "ap-0.15": 1.0, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "nose": { "count": 200, "mean": 0.043393, "median": 0.035193, "std": 0.033873, "sem": 0.002401, "min": 0.004482, "max": 0.189966, "recall-0.025": 0.375, "recall-0.05": 0.715, "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": 0.018493, "median": 0.015689, "std": 0.009839, "sem": 0.000697, "min": 0.00327, "max": 0.064981, "recall-0.025": 0.795, "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 }, "shoulder_right": { "count": 200, "mean": 0.025551, "median": 0.021956, "std": 0.012434, "sem": 0.000881, "min": 0.006157, "max": 0.071243, "recall-0.025": 0.595, "recall-0.05": 0.94, "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": 0.014799, "median": 0.01119, "std": 0.013012, "sem": 0.000922, "min": 0.001038, "max": 0.098801, "recall-0.025": 0.88, "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": 0.020783, "median": 0.014846, "std": 0.018413, "sem": 0.001305, "min": 0.001023, "max": 0.118555, "recall-0.025": 0.735, "recall-0.05": 0.91, "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": 0.025071, "median": 0.017157, "std": 0.030111, "sem": 0.002135, "min": 0.000802, "max": 0.261247, "recall-0.025": 0.73, "recall-0.05": 0.91, "recall-0.1": 0.975, "recall-0.15": 0.99, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "wrist_right": { "count": 199, "mean": 0.031237, "median": 0.023114, "std": 0.028805, "sem": 0.002047, "min": 0.001104, "max": 0.23071, "recall-0.025": 0.535, "recall-0.05": 0.83, "recall-0.1": 0.97, "recall-0.15": 0.99, "recall-0.25": 0.995, "recall-0.5": 0.995, "num_labels": 200 }, "hip_left": { "count": 200, "mean": 0.036199, "median": 0.034668, "std": 0.014231, "sem": 0.001009, "min": 0.006136, "max": 0.09849, "recall-0.025": 0.22, "recall-0.05": 0.85, "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": 0.034572, "median": 0.033264, "std": 0.013702, "sem": 0.000971, "min": 0.003115, "max": 0.076881, "recall-0.025": 0.255, "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": 0.018184, "median": 0.013512, "std": 0.014541, "sem": 0.001031, "min": 0.002782, "max": 0.100895, "recall-0.025": 0.79, "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": 0.017808, "median": 0.012527, "std": 0.021858, "sem": 0.001549, "min": 0.002334, "max": 0.248436, "recall-0.025": 0.845, "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": 0.016817, "median": 0.013576, "std": 0.02033, "sem": 0.001441, "min": 0.002513, "max": 0.232845, "recall-0.025": 0.91, "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_right": { "count": 200, "mean": 0.018424, "median": 0.013833, "std": 0.022251, "sem": 0.001577, "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": 0.65385, "recall-0.05": 0.90885, "recall-0.1": 0.98731, "recall-0.15": 0.99615, "recall-0.25": 0.99885, "recall-0.5": 0.99962 } } { "total_parts": 2800, "correct_parts": 2795, "pcp": 0.998214 } ``` (duration 00:00:54) ```json { "avg_time_2d": 0.08533476402885036, "avg_time_3d": 0.004345164800945081, "avg_fps": 11.150767100829343 } { "person_nums": { "total_frames": 200, "total_labels": 200, "total_preds": 205, "considered_empty": 5, "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": 0.047229, "median": 0.040758, "std": 0.024555, "sem": 0.001741, "min": 0.021359, "max": 0.244767, "recall-0.025": 0.04, "recall-0.05": 0.68, "recall-0.1": 0.965, "recall-0.15": 0.995, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200, "ap-0.025": 0.007479, "ap-0.05": 0.598566, "ap-0.1": 0.960064, "ap-0.15": 0.994825, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "nose": { "count": 200, "mean": 0.051955, "median": 0.043621, "std": 0.041262, "sem": 0.002925, "min": 0.006091, "max": 0.258995, "recall-0.025": 0.295, "recall-0.05": 0.6, "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": 0.045932, "median": 0.038217, "std": 0.030987, "sem": 0.002197, "min": 0.00638, "max": 0.164617, "recall-0.025": 0.305, "recall-0.05": 0.625, "recall-0.1": 0.92, "recall-0.15": 0.99, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "eye_right": { "count": 200, "mean": 0.049663, "median": 0.042268, "std": 0.031755, "sem": 0.002251, "min": 0.004727, "max": 0.190793, "recall-0.025": 0.255, "recall-0.05": 0.605, "recall-0.1": 0.92, "recall-0.15": 0.995, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "ear_left": { "count": 200, "mean": 0.031929, "median": 0.02554, "std": 0.026223, "sem": 0.001859, "min": 0.003558, "max": 0.19678, "recall-0.025": 0.485, "recall-0.05": 0.87, "recall-0.1": 0.975, "recall-0.15": 0.99, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "ear_right": { "count": 200, "mean": 0.041568, "median": 0.034803, "std": 0.026838, "sem": 0.001902, "min": 0.003834, "max": 0.129392, "recall-0.025": 0.34, "recall-0.05": 0.695, "recall-0.1": 0.98, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "shoulder_left": { "count": 200, "mean": 0.01874, "median": 0.01655, "std": 0.009798, "sem": 0.000695, "min": 0.001587, "max": 0.052061, "recall-0.025": 0.8, "recall-0.05": 0.99, "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": 0.022769, "median": 0.018238, "std": 0.014327, "sem": 0.001016, "min": 0.002517, "max": 0.073576, "recall-0.025": 0.675, "recall-0.05": 0.925, "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": 0.020621, "median": 0.015177, "std": 0.016561, "sem": 0.001174, "min": 0.001614, "max": 0.128276, "recall-0.025": 0.735, "recall-0.05": 0.955, "recall-0.1": 0.995, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "elbow_right": { "count": 200, "mean": 0.026381, "median": 0.017357, "std": 0.024178, "sem": 0.001714, "min": 0.001078, "max": 0.122538, "recall-0.025": 0.635, "recall-0.05": 0.87, "recall-0.1": 0.97, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "wrist_left": { "count": 200, "mean": 0.028881, "median": 0.020528, "std": 0.02775, "sem": 0.001967, "min": 0.003861, "max": 0.177291, "recall-0.025": 0.58, "recall-0.05": 0.88, "recall-0.1": 0.97, "recall-0.15": 0.98, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "wrist_right": { "count": 200, "mean": 0.040799, "median": 0.026565, "std": 0.046067, "sem": 0.003266, "min": 0.002623, "max": 0.339873, "recall-0.025": 0.47, "recall-0.05": 0.775, "recall-0.1": 0.925, "recall-0.15": 0.955, "recall-0.25": 0.99, "recall-0.5": 1.0, "num_labels": 200 }, "hip_left": { "count": 200, "mean": 0.030008, "median": 0.026772, "std": 0.016364, "sem": 0.00116, "min": 0.004216, "max": 0.131992, "recall-0.025": 0.45, "recall-0.05": 0.905, "recall-0.1": 0.995, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "hip_right": { "count": 200, "mean": 0.030743, "median": 0.028652, "std": 0.016888, "sem": 0.001197, "min": 0.002741, "max": 0.097424, "recall-0.025": 0.405, "recall-0.05": 0.885, "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": 0.020814, "median": 0.01623, "std": 0.023436, "sem": 0.001661, "min": 0.001677, "max": 0.221707, "recall-0.025": 0.775, "recall-0.05": 0.955, "recall-0.1": 0.985, "recall-0.15": 0.99, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "knee_right": { "count": 200, "mean": 0.023613, "median": 0.01436, "std": 0.033472, "sem": 0.002373, "min": 0.001271, "max": 0.266388, "recall-0.025": 0.75, "recall-0.05": 0.925, "recall-0.1": 0.965, "recall-0.15": 0.98, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "ankle_left": { "count": 200, "mean": 0.017104, "median": 0.011598, "std": 0.024072, "sem": 0.001706, "min": 0.000658, "max": 0.266028, "recall-0.025": 0.85, "recall-0.05": 0.96, "recall-0.1": 0.985, "recall-0.15": 0.995, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "ankle_right": { "count": 200, "mean": 0.019373, "median": 0.012577, "std": 0.03374, "sem": 0.002392, "min": 0.000333, "max": 0.424703, "recall-0.025": 0.83, "recall-0.05": 0.96, "recall-0.1": 0.985, "recall-0.15": 0.99, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "foot_toe_big_left": { "count": 200, "mean": 0.03238, "median": 0.022487, "std": 0.035301, "sem": 0.002502, "min": 0.002734, "max": 0.227165, "recall-0.025": 0.545, "recall-0.05": 0.87, "recall-0.1": 0.945, "recall-0.15": 0.975, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "foot_toe_small_left": { "count": 200, "mean": 0.027896, "median": 0.018762, "std": 0.036722, "sem": 0.002603, "min": 0.001688, "max": 0.38526, "recall-0.025": 0.675, "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": 200, "mean": 0.025132, "median": 0.017229, "std": 0.032019, "sem": 0.00227, "min": 0.001289, "max": 0.363352, "recall-0.025": 0.7, "recall-0.05": 0.925, "recall-0.1": 0.975, "recall-0.15": 0.99, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "foot_toe_big_right": { "count": 200, "mean": 0.030573, "median": 0.021666, "std": 0.032264, "sem": 0.002287, "min": 0.0018, "max": 0.223628, "recall-0.025": 0.59, "recall-0.05": 0.875, "recall-0.1": 0.96, "recall-0.15": 0.975, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "foot_toe_small_right": { "count": 200, "mean": 0.032694, "median": 0.024176, "std": 0.030285, "sem": 0.002147, "min": 0.002654, "max": 0.214541, "recall-0.025": 0.53, "recall-0.05": 0.845, "recall-0.1": 0.965, "recall-0.15": 0.985, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "foot_heel_right": { "count": 200, "mean": 0.02623, "median": 0.018127, "std": 0.029293, "sem": 0.002077, "min": 0.001723, "max": 0.23763, "recall-0.025": 0.69, "recall-0.05": 0.89, "recall-0.1": 0.965, "recall-0.15": 0.985, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_jaw_right_1": { "count": 200, "mean": 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