# Evaluation Results Results of the model in various experiments on different datasets. \ (Note that building the _trt-engines_ is not deterministic, which can lead to slightly varying results) ### Human36m ```json { "img_loading": 0.02141373965699794, "avg_time_2d": 0.009271658073037358, "avg_time_3d": 0.00028209807509082857, "avg_fps": 104.67087337119489 } { "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": 0.061683, "median": 0.053445, "std": 0.028882, "sem": 0.00118, "min": 0.036411, "max": 0.187982, "recall-0.025": 0.0, "recall-0.05": 0.34, "recall-0.1": 0.938333, "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": 0.189939, "ap-0.1": 0.891718, "ap-0.15": 0.909546, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "nose": { "count": 600, "mean": 0.106141, "median": 0.094448, "std": 0.038366, "sem": 0.001568, "min": 0.024893, "max": 0.246762, "recall-0.025": 0.001667, "recall-0.05": 0.041667, "recall-0.1": 0.563333, "recall-0.15": 0.87, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "shoulder_left": { "count": 600, "mean": 0.035447, "median": 0.026255, "std": 0.033951, "sem": 0.001387, "min": 0.002737, "max": 0.175181, "recall-0.025": 0.471667, "recall-0.05": 0.818333, "recall-0.1": 0.94, "recall-0.15": 0.961667, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "shoulder_right": { "count": 600, "mean": 0.044417, "median": 0.032206, "std": 0.03933, "sem": 0.001607, "min": 0.004924, "max": 0.213952, "recall-0.025": 0.32, "recall-0.05": 0.775, "recall-0.1": 0.921667, "recall-0.15": 0.948333, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "elbow_left": { "count": 600, "mean": 0.044487, "median": 0.035673, "std": 0.036114, "sem": 0.001476, "min": 0.000729, "max": 0.198786, "recall-0.025": 0.25, "recall-0.05": 0.786667, "recall-0.1": 0.933333, "recall-0.15": 0.953333, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "elbow_right": { "count": 600, "mean": 0.043388, "median": 0.03166, "std": 0.037156, "sem": 0.001518, "min": 0.003144, "max": 0.305319, "recall-0.025": 0.268333, "recall-0.05": 0.818333, "recall-0.1": 0.928333, "recall-0.15": 0.941667, "recall-0.25": 0.998333, "recall-0.5": 1.0, "num_labels": 600 }, "wrist_left": { "count": 600, "mean": 0.042448, "median": 0.024983, "std": 0.046527, "sem": 0.001901, "min": 0.002855, "max": 0.346367, "recall-0.025": 0.5, "recall-0.05": 0.75, "recall-0.1": 0.891667, "recall-0.15": 0.94, "recall-0.25": 0.996667, "recall-0.5": 1.0, "num_labels": 600 }, "wrist_right": { "count": 600, "mean": 0.048379, "median": 0.027646, "std": 0.058274, "sem": 0.002381, "min": 0.002667, "max": 0.456727, "recall-0.025": 0.433333, "recall-0.05": 0.765, "recall-0.1": 0.888333, "recall-0.15": 0.903333, "recall-0.25": 0.983333, "recall-0.5": 1.0, "num_labels": 600 }, "hip_left": { "count": 600, "mean": 0.069635, "median": 0.058569, "std": 0.03605, "sem": 0.001473, "min": 0.025326, "max": 0.216965, "recall-0.025": 0.0, "recall-0.05": 0.246667, "recall-0.1": 0.881667, "recall-0.15": 0.945, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "hip_right": { "count": 600, "mean": 0.086503, "median": 0.083243, "std": 0.029123, "sem": 0.00119, "min": 0.01068, "max": 0.216597, "recall-0.025": 0.016667, "recall-0.05": 0.058333, "recall-0.1": 0.861667, "recall-0.15": 0.95, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "knee_left": { "count": 600, "mean": 0.058563, "median": 0.041457, "std": 0.062525, "sem": 0.002555, "min": 0.017158, "max": 0.477274, "recall-0.025": 0.086667, "recall-0.05": 0.675, "recall-0.1": 0.908333, "recall-0.15": 0.925, "recall-0.25": 0.98, "recall-0.5": 1.0, "num_labels": 600 }, "knee_right": { "count": 600, "mean": 0.047268, "median": 0.035689, "std": 0.039527, "sem": 0.001615, "min": 0.00887, "max": 0.305548, "recall-0.025": 0.101667, "recall-0.05": 0.815, "recall-0.1": 0.92, "recall-0.15": 0.941667, "recall-0.25": 0.998333, "recall-0.5": 1.0, "num_labels": 600 }, "ankle_left": { "count": 595, "mean": 0.08962, "median": 0.082327, "std": 0.035253, "sem": 0.001446, "min": 0.042995, "max": 0.38092, "recall-0.025": 0.0, "recall-0.05": 0.003333, "recall-0.1": 0.875, "recall-0.15": 0.936667, "recall-0.25": 0.983333, "recall-0.5": 0.991667, "num_labels": 600 }, "ankle_right": { "count": 600, "mean": 0.081832, "median": 0.067407, "std": 0.051265, "sem": 0.002095, "min": 0.03106, "max": 0.412967, "recall-0.025": 0.0, "recall-0.05": 0.043333, "recall-0.1": 0.891667, "recall-0.15": 0.915, "recall-0.25": 0.973333, "recall-0.5": 1.0, "num_labels": 600 }, "joint_recalls": { "num_labels": 7800, "recall-0.025": 0.18821, "recall-0.05": 0.50667, "recall-0.1": 0.87667, "recall-0.15": 0.93282, "recall-0.25": 0.99269, "recall-0.5": 0.99936 } } { "total_parts": 8400, "correct_parts": 8118, "pcp": 0.966429 } ``` ### Shelf ```json { "img_loading": 0.044489096120460744, "avg_time_2d": 0.018255191979949008, "avg_time_3d": 0.0006648879690268605, "avg_fps": 52.85389928038487 } { "person_nums": { "total_frames": 301, "total_labels": 477, "total_preds": 833, "considered_empty": 0, "valid_preds": 477, "invalid_preds": 356, "missing": 0, "invalid_fraction": 0.42737, "precision": 0.57263, "recall": 1.0, "f1": 0.72824, "non_empty": 833 }, "mpjpe": { "count": 477, "mean": 0.048052, "median": 0.042852, "std": 0.015195, "sem": 0.000696, "min": 0.028815, "max": 0.136671, "recall-0.025": 0.0, "recall-0.05": 0.696017, "recall-0.1": 0.987421, "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": 0.379242, "ap-0.1": 0.724402, "ap-0.15": 0.737861, "ap-0.25": 0.737861, "ap-0.5": 0.737861 }, "head": { "count": 477, "mean": 0.053874, "median": 0.049955, "std": 0.025137, "sem": 0.001152, "min": 0.006113, "max": 0.186109, "recall-0.025": 0.081761, "recall-0.05": 0.501048, "recall-0.1": 0.9413, "recall-0.15": 0.993711, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "shoulder_left": { "count": 477, "mean": 0.042499, "median": 0.037555, "std": 0.020829, "sem": 0.000955, "min": 0.001617, "max": 0.150185, "recall-0.025": 0.165618, "recall-0.05": 0.727463, "recall-0.1": 0.989518, "recall-0.15": 0.997904, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "shoulder_right": { "count": 477, "mean": 0.050613, "median": 0.045164, "std": 0.024733, "sem": 0.001134, "min": 0.005348, "max": 0.150646, "recall-0.025": 0.121593, "recall-0.05": 0.555556, "recall-0.1": 0.955975, "recall-0.15": 0.997904, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "elbow_left": { "count": 477, "mean": 0.04095, "median": 0.033218, "std": 0.028738, "sem": 0.001317, "min": 0.003819, "max": 0.325076, "recall-0.025": 0.29979, "recall-0.05": 0.752621, "recall-0.1": 0.951782, "recall-0.15": 0.997904, "recall-0.25": 0.997904, "recall-0.5": 1.0, "num_labels": 477 }, "elbow_right": { "count": 477, "mean": 0.053209, "median": 0.043869, "std": 0.040698, "sem": 0.001865, "min": 0.002722, "max": 0.236358, "recall-0.025": 0.262055, "recall-0.05": 0.561845, "recall-0.1": 0.895178, "recall-0.15": 0.958071, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "wrist_left": { "count": 477, "mean": 0.060157, "median": 0.053926, "std": 0.038715, "sem": 0.001775, "min": 0.003566, "max": 0.32995, "recall-0.025": 0.138365, "recall-0.05": 0.419287, "recall-0.1": 0.901468, "recall-0.15": 0.962264, "recall-0.25": 0.991614, "recall-0.5": 1.0, "num_labels": 477 }, "wrist_right": { "count": 477, "mean": 0.059301, "median": 0.054945, "std": 0.033581, "sem": 0.001539, "min": 0.007479, "max": 0.373087, "recall-0.025": 0.102725, "recall-0.05": 0.404612, "recall-0.1": 0.90566, "recall-0.15": 0.981132, "recall-0.25": 0.997904, "recall-0.5": 1.0, "num_labels": 477 }, "hip_left": { "count": 477, "mean": 0.047596, "median": 0.042178, "std": 0.026624, "sem": 0.00122, "min": 0.006884, "max": 0.187638, "recall-0.025": 0.201258, "recall-0.05": 0.616352, "recall-0.1": 0.958071, "recall-0.15": 0.995807, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "hip_right": { "count": 477, "mean": 0.058267, "median": 0.057363, "std": 0.023758, "sem": 0.001089, "min": 0.004326, "max": 0.131714, "recall-0.025": 0.085954, "recall-0.05": 0.398323, "recall-0.1": 0.947589, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "knee_left": { "count": 477, "mean": 0.040442, "median": 0.038393, "std": 0.024521, "sem": 0.001124, "min": 0.004989, "max": 0.188675, "recall-0.025": 0.268344, "recall-0.05": 0.750524, "recall-0.1": 0.976939, "recall-0.15": 0.989518, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "knee_right": { "count": 477, "mean": 0.040187, "median": 0.037048, "std": 0.023416, "sem": 0.001073, "min": 0.007444, "max": 0.18724, "recall-0.025": 0.320755, "recall-0.05": 0.706499, "recall-0.1": 0.976939, "recall-0.15": 0.997904, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "ankle_left": { "count": 477, "mean": 0.036481, "median": 0.028608, "std": 0.030745, "sem": 0.001409, "min": 0.005139, "max": 0.223634, "recall-0.025": 0.425577, "recall-0.05": 0.819706, "recall-0.1": 0.9413, "recall-0.15": 0.983229, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "ankle_right": { "count": 477, "mean": 0.041095, "median": 0.030562, "std": 0.038332, "sem": 0.001757, "min": 0.002637, "max": 0.270657, "recall-0.025": 0.312369, "recall-0.05": 0.807128, "recall-0.1": 0.928721, "recall-0.15": 0.966457, "recall-0.25": 0.995807, "recall-0.5": 1.0, "num_labels": 477 }, "joint_recalls": { "num_labels": 6201, "recall-0.025": 0.21351, "recall-0.05": 0.61587, "recall-0.1": 0.94275, "recall-0.15": 0.98549, "recall-0.25": 0.99839, "recall-0.5": 1.0 } } { "total_parts": 6678, "correct_parts": 6619, "pcp": 0.991165 } ``` ### Campus ```json { "img_loading": 0.005073833015729797, "avg_time_2d": 0.008780407455732237, "avg_time_3d": 0.0003352693791659373, "avg_fps": 109.70112456944842 } { "person_nums": { "total_frames": 222, "total_labels": 376, "total_preds": 453, "considered_empty": 0, "valid_preds": 376, "invalid_preds": 77, "missing": 0, "invalid_fraction": 0.16998, "precision": 0.83002, "recall": 1.0, "f1": 0.90712, "non_empty": 453 }, "mpjpe": { "count": 376, "mean": 0.079394, "median": 0.075674, "std": 0.019424, "sem": 0.001003, "min": 0.040193, "max": 0.254009, "recall-0.025": 0.0, "recall-0.05": 0.005319, "recall-0.1": 0.864362, "recall-0.15": 0.994681, "recall-0.25": 0.99734, "recall-0.5": 1.0, "num_labels": 376, "ap-0.025": 0.0, "ap-0.05": 7.4e-05, "ap-0.1": 0.739086, "ap-0.15": 0.940128, "ap-0.25": 0.942697, "ap-0.5": 0.945474 }, "head": { "count": 376, "mean": 0.072768, "median": 0.068735, "std": 0.037079, "sem": 0.001915, "min": 0.010955, "max": 0.398709, "recall-0.025": 0.053191, "recall-0.05": 0.263298, "recall-0.1": 0.840426, "recall-0.15": 0.970745, "recall-0.25": 0.99734, "recall-0.5": 1.0, "num_labels": 376 }, "shoulder_left": { "count": 376, "mean": 0.072258, "median": 0.064827, "std": 0.034798, "sem": 0.001797, "min": 0.011871, "max": 0.234099, "recall-0.025": 0.026596, "recall-0.05": 0.255319, "recall-0.1": 0.840426, "recall-0.15": 0.965426, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "shoulder_right": { "count": 376, "mean": 0.080766, "median": 0.07291, "std": 0.042949, "sem": 0.002218, "min": 0.012177, "max": 0.491583, "recall-0.025": 0.018617, "recall-0.05": 0.220745, "recall-0.1": 0.763298, "recall-0.15": 0.944149, "recall-0.25": 0.99734, "recall-0.5": 1.0, "num_labels": 376 }, "elbow_left": { "count": 376, "mean": 0.089063, "median": 0.075083, "std": 0.052857, "sem": 0.00273, "min": 0.007318, "max": 0.352924, "recall-0.025": 0.029255, "recall-0.05": 0.24734, "recall-0.1": 0.656915, "recall-0.15": 0.856383, "recall-0.25": 0.989362, "recall-0.5": 1.0, "num_labels": 376 }, "elbow_right": { "count": 375, "mean": 0.08396, "median": 0.073184, "std": 0.045008, "sem": 0.002327, "min": 0.005862, "max": 0.218543, "recall-0.025": 0.047872, "recall-0.05": 0.25, "recall-0.1": 0.664894, "recall-0.15": 0.901596, "recall-0.25": 0.99734, "recall-0.5": 0.99734, "num_labels": 376 }, "wrist_left": { "count": 376, "mean": 0.127485, "median": 0.111794, "std": 0.071229, "sem": 0.003678, "min": 0.0099, "max": 0.453164, "recall-0.025": 0.013298, "recall-0.05": 0.101064, "recall-0.1": 0.401596, "recall-0.15": 0.699468, "recall-0.25": 0.922872, "recall-0.5": 1.0, "num_labels": 376 }, "wrist_right": { "count": 375, "mean": 0.11421, "median": 0.107244, "std": 0.050117, "sem": 0.002591, "min": 0.02044, "max": 0.465366, "recall-0.025": 0.00266, "recall-0.05": 0.050532, "recall-0.1": 0.43883, "recall-0.15": 0.803191, "recall-0.25": 0.989362, "recall-0.5": 0.99734, "num_labels": 376 }, "hip_left": { "count": 376, "mean": 0.072676, "median": 0.071036, "std": 0.030176, "sem": 0.001558, "min": 0.010522, "max": 0.160822, "recall-0.025": 0.055851, "recall-0.05": 0.244681, "recall-0.1": 0.795213, "recall-0.15": 0.992021, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "hip_right": { "count": 376, "mean": 0.078253, "median": 0.073309, "std": 0.035105, "sem": 0.001813, "min": 0.014126, "max": 0.26013, "recall-0.025": 0.023936, "recall-0.05": 0.196809, "recall-0.1": 0.808511, "recall-0.15": 0.952128, "recall-0.25": 0.99734, "recall-0.5": 1.0, "num_labels": 376 }, "knee_left": { "count": 376, "mean": 0.054201, "median": 0.049227, "std": 0.025504, "sem": 0.001317, "min": 0.004009, "max": 0.148583, "recall-0.025": 0.106383, "recall-0.05": 0.518617, "recall-0.1": 0.941489, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "knee_right": { "count": 376, "mean": 0.054822, "median": 0.049053, "std": 0.031296, "sem": 0.001616, "min": 0.003248, "max": 0.237713, "recall-0.025": 0.114362, "recall-0.05": 0.515957, "recall-0.1": 0.930851, "recall-0.15": 0.976064, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "ankle_left": { "count": 376, "mean": 0.066112, "median": 0.053329, "std": 0.05061, "sem": 0.002613, "min": 0.005836, "max": 0.393318, "recall-0.025": 0.103723, "recall-0.05": 0.446809, "recall-0.1": 0.861702, "recall-0.15": 0.960106, "recall-0.25": 0.978723, "recall-0.5": 1.0, "num_labels": 376 }, "ankle_right": { "count": 375, "mean": 0.06191, "median": 0.050364, "std": 0.046209, "sem": 0.002389, "min": 0.008334, "max": 0.378969, "recall-0.025": 0.066489, "recall-0.05": 0.49734, "recall-0.1": 0.906915, "recall-0.15": 0.962766, "recall-0.25": 0.981383, "recall-0.5": 0.99734, "num_labels": 376 }, "joint_recalls": { "num_labels": 4888, "recall-0.025": 0.0493, "recall-0.05": 0.29194, "recall-0.1": 0.75716, "recall-0.15": 0.92103, "recall-0.25": 0.98732, "recall-0.5": 0.99877 } } { "total_parts": 5264, "correct_parts": 4931, "pcp": 0.93674 } ``` ### MVOR ```json { "img_loading": 0.011780858232439623, "avg_time_2d": 0.010135567823789039, "avg_time_3d": 0.0004209093207881601, "avg_fps": 94.72857150206536 } { "person_nums": { "total_frames": 629, "total_labels": 1061, "total_preds": 1154, "considered_empty": 0, "valid_preds": 824, "invalid_preds": 330, "missing": 237, "invalid_fraction": 0.28596, "precision": 0.71404, "recall": 0.77663, "f1": 0.74402, "non_empty": 1154 }, "mpjpe": { "count": 824, "mean": 0.116945, "median": 0.098916, "std": 0.063493, "sem": 0.002213, "min": 0.045377, "max": 0.476467, "recall-0.025": 0.0, "recall-0.05": 0.001885, "recall-0.1": 0.396795, "recall-0.15": 0.644675, "recall-0.25": 0.740811, "recall-0.5": 0.776626, "num_labels": 1061, "ap-0.025": 0.0, "ap-0.05": 2.4e-05, "ap-0.1": 0.237052, "ap-0.15": 0.527948, "ap-0.25": 0.659535, "ap-0.5": 0.701101 }, "head": { "count": 822, "mean": 0.066104, "median": 0.051446, "std": 0.058145, "sem": 0.002029, "min": 0.004358, "max": 0.462004, "recall-0.025": 0.103676, "recall-0.05": 0.37606, "recall-0.1": 0.66541, "recall-0.15": 0.721018, "recall-0.25": 0.758718, "recall-0.5": 0.774741, "num_labels": 1061 }, "shoulder_left": { "count": 821, "mean": 0.064231, "median": 0.045581, "std": 0.063925, "sem": 0.002232, "min": 0.002958, "max": 0.484606, "recall-0.025": 0.164939, "recall-0.05": 0.422243, "recall-0.1": 0.648445, "recall-0.15": 0.723845, "recall-0.25": 0.748351, "recall-0.5": 0.773798, "num_labels": 1061 }, "shoulder_right": { "count": 822, "mean": 0.061466, "median": 0.041774, "std": 0.064171, "sem": 0.00224, "min": 0.003109, "max": 0.480916, "recall-0.025": 0.147031, "recall-0.05": 0.474081, "recall-0.1": 0.667295, "recall-0.15": 0.719133, "recall-0.25": 0.752121, "recall-0.5": 0.774741, "num_labels": 1061 }, "elbow_left": { "count": 813, "mean": 0.108512, "median": 0.07863, "std": 0.092897, "sem": 0.00326, "min": 0.003798, "max": 0.493591, "recall-0.025": 0.067861, "recall-0.05": 0.249764, "recall-0.1": 0.467484, "recall-0.15": 0.581527, "recall-0.25": 0.69557, "recall-0.5": 0.766258, "num_labels": 1061 }, "elbow_right": { "count": 814, "mean": 0.085891, "median": 0.060826, "std": 0.077751, "sem": 0.002727, "min": 0.006041, "max": 0.484571, "recall-0.025": 0.095193, "recall-0.05": 0.303487, "recall-0.1": 0.572102, "recall-0.15": 0.660697, "recall-0.25": 0.724788, "recall-0.5": 0.767201, "num_labels": 1061 }, "wrist_left": { "count": 813, "mean": 0.124956, "median": 0.092318, "std": 0.103174, "sem": 0.003621, "min": 0.002426, "max": 0.495895, "recall-0.025": 0.075401, "recall-0.05": 0.216777, "recall-0.1": 0.412818, "recall-0.15": 0.528746, "recall-0.25": 0.660697, "recall-0.5": 0.766258, "num_labels": 1061 }, "wrist_right": { "count": 810, "mean": 0.106267, "median": 0.068354, "std": 0.098354, "sem": 0.003458, "min": 0.001874, "max": 0.465738, "recall-0.025": 0.103676, "recall-0.05": 0.275212, "recall-0.1": 0.492931, "recall-0.15": 0.584354, "recall-0.25": 0.674835, "recall-0.5": 0.763431, "num_labels": 1061 }, "hip_left": { "count": 810, "mean": 0.197711, "median": 0.177076, "std": 0.087703, "sem": 0.003083, "min": 0.016721, "max": 0.494996, "recall-0.025": 0.000943, "recall-0.05": 0.001885, "recall-0.1": 0.061263, "recall-0.15": 0.257304, "recall-0.25": 0.590952, "recall-0.5": 0.763431, "num_labels": 1061 }, "hip_right": { "count": 809, "mean": 0.191823, "median": 0.176535, "std": 0.078484, "sem": 0.002761, "min": 0.035254, "max": 0.497932, "recall-0.025": 0.0, "recall-0.05": 0.001885, "recall-0.1": 0.06409, "recall-0.15": 0.251649, "recall-0.25": 0.613572, "recall-0.5": 0.762488, "num_labels": 1061 }, "joint_recalls": { "num_labels": 9549, "recall-0.025": 0.08409, "recall-0.05": 0.25709, "recall-0.1": 0.44979, "recall-0.15": 0.55807, "recall-0.25": 0.69054, "recall-0.5": 0.76762 } } { "total_parts": 10610, "correct_parts": 6280, "pcp": 0.591894 } ``` ### Panoptic ```json { "img_loading": 0.060430227256402735, "avg_time_2d": 0.021042059689033322, "avg_time_3d": 0.0008079400876673256, "avg_fps": 45.76659085673456 } { "person_nums": { "total_frames": 420, "total_labels": 1466, "total_preds": 1499, "considered_empty": 0, "valid_preds": 1462, "invalid_preds": 37, "missing": 4, "invalid_fraction": 0.02468, "precision": 0.97532, "recall": 0.99727, "f1": 0.98617, "non_empty": 1499 }, "mpjpe": { "count": 1462, "mean": 0.035187, "median": 0.031457, "std": 0.01721, "sem": 0.00045, "min": 0.009781, "max": 0.178708, "recall-0.025": 0.306276, "recall-0.05": 0.836971, "recall-0.1": 0.991814, "recall-0.15": 0.995907, "recall-0.25": 0.997271, "recall-0.5": 0.997271, "num_labels": 1466, "ap-0.025": 0.167143, "ap-0.05": 0.767782, "ap-0.1": 0.975641, "ap-0.15": 0.983104, "ap-0.25": 0.985026, "ap-0.5": 0.985026 }, "nose": { "count": 1461, "mean": 0.015052, "median": 0.01121, "std": 0.017634, "sem": 0.000462, "min": 0.001066, "max": 0.282308, "recall-0.025": 0.911825, "recall-0.05": 0.970608, "recall-0.1": 0.991798, "recall-0.15": 0.996582, "recall-0.25": 0.996582, "recall-0.5": 0.998633, "num_labels": 1463 }, "shoulder_left": { "count": 1462, "mean": 0.016775, "median": 0.014859, "std": 0.010785, "sem": 0.000282, "min": 0.001411, "max": 0.101796, "recall-0.025": 0.8397, "recall-0.05": 0.985675, "recall-0.1": 0.996589, "recall-0.15": 0.997271, "recall-0.25": 0.997271, "recall-0.5": 0.997271, "num_labels": 1466 }, "shoulder_right": { "count": 1461, "mean": 0.016991, "median": 0.014819, "std": 0.011517, "sem": 0.000301, "min": 0.000675, "max": 0.14179, "recall-0.025": 0.833447, "recall-0.05": 0.9843, "recall-0.1": 0.995904, "recall-0.15": 0.99727, "recall-0.25": 0.99727, "recall-0.5": 0.99727, "num_labels": 1465 }, "elbow_left": { "count": 1461, "mean": 0.023847, "median": 0.016501, "std": 0.026608, "sem": 0.000696, "min": 0.001481, "max": 0.416112, "recall-0.025": 0.719454, "recall-0.05": 0.898976, "recall-0.1": 0.979522, "recall-0.15": 0.991809, "recall-0.25": 0.995904, "recall-0.5": 0.99727, "num_labels": 1465 }, "elbow_right": { "count": 1461, "mean": 0.020787, "median": 0.016175, "std": 0.015723, "sem": 0.000412, "min": 0.001779, "max": 0.172199, "recall-0.025": 0.77512, "recall-0.05": 0.93985, "recall-0.1": 0.997266, "recall-0.15": 0.997949, "recall-0.25": 0.998633, "recall-0.5": 0.998633, "num_labels": 1463 }, "wrist_left": { "count": 1431, "mean": 0.035583, "median": 0.016794, "std": 0.05771, "sem": 0.001526, "min": 0.00087, "max": 0.454136, "recall-0.025": 0.687587, "recall-0.05": 0.855649, "recall-0.1": 0.910042, "recall-0.15": 0.951883, "recall-0.25": 0.974895, "recall-0.5": 0.997908, "num_labels": 1434 }, "wrist_right": { "count": 1455, "mean": 0.025777, "median": 0.015841, "std": 0.03213, "sem": 0.000843, "min": 0.000903, "max": 0.299509, "recall-0.025": 0.699176, "recall-0.05": 0.896978, "recall-0.1": 0.967033, "recall-0.15": 0.98283, "recall-0.25": 0.995879, "recall-0.5": 0.999313, "num_labels": 1456 }, "hip_left": { "count": 1461, "mean": 0.036013, "median": 0.031756, "std": 0.021526, "sem": 0.000563, "min": 0.003549, "max": 0.221143, "recall-0.025": 0.322867, "recall-0.05": 0.821843, "recall-0.1": 0.985666, "recall-0.15": 0.993174, "recall-0.25": 0.99727, "recall-0.5": 0.99727, "num_labels": 1465 }, "hip_right": { "count": 1462, "mean": 0.039536, "median": 0.032499, "std": 0.031236, "sem": 0.000817, "min": 0.002738, "max": 0.473894, "recall-0.025": 0.319236, "recall-0.05": 0.789222, "recall-0.1": 0.959072, "recall-0.15": 0.991132, "recall-0.25": 0.994543, "recall-0.5": 0.997271, "num_labels": 1466 }, "knee_left": { "count": 1461, "mean": 0.040935, "median": 0.034895, "std": 0.031356, "sem": 0.000821, "min": 0.002789, "max": 0.369838, "recall-0.025": 0.265529, "recall-0.05": 0.769283, "recall-0.1": 0.96314, "recall-0.15": 0.983618, "recall-0.25": 0.993174, "recall-0.5": 0.99727, "num_labels": 1465 }, "knee_right": { "count": 1454, "mean": 0.040669, "median": 0.032287, "std": 0.033872, "sem": 0.000889, "min": 0.003492, "max": 0.492336, "recall-0.025": 0.334476, "recall-0.05": 0.726525, "recall-0.1": 0.956134, "recall-0.15": 0.984921, "recall-0.25": 0.992461, "recall-0.5": 0.996573, "num_labels": 1459 }, "ankle_left": { "count": 1455, "mean": 0.070449, "median": 0.036108, "std": 0.08514, "sem": 0.002233, "min": 0.002984, "max": 0.49481, "recall-0.025": 0.330144, "recall-0.05": 0.620643, "recall-0.1": 0.792208, "recall-0.15": 0.866029, "recall-0.25": 0.944634, "recall-0.5": 0.994532, "num_labels": 1463 }, "ankle_right": { "count": 1441, "mean": 0.066117, "median": 0.033187, "std": 0.08635, "sem": 0.002276, "min": 0.00246, "max": 0.482962, "recall-0.025": 0.359589, "recall-0.05": 0.678082, "recall-0.1": 0.814384, "recall-0.15": 0.864384, "recall-0.25": 0.930137, "recall-0.5": 0.986986, "num_labels": 1460 }, "joint_recalls": { "num_labels": 18990, "recall-0.025": 0.56862, "recall-0.05": 0.84086, "recall-0.1": 0.94666, "recall-0.15": 0.96888, "recall-0.25": 0.98494, "recall-0.5": 0.99642 } } { "total_parts": 20444, "correct_parts": 20124, "pcp": 0.984347 } ``` ##### 3 cameras ```json { "img_loading": 0.03691577039113859, "avg_time_2d": 0.012780087750132492, "avg_time_3d": 0.0005443567182959579, "avg_fps": 75.05003322048029 } { "person_nums": { "total_frames": 420, "total_labels": 1466, "total_preds": 1419, "considered_empty": 0, "valid_preds": 1407, "invalid_preds": 12, "missing": 59, "invalid_fraction": 0.00846, "precision": 0.99154, "recall": 0.95975, "f1": 0.97539, "non_empty": 1419 }, "mpjpe": { "count": 1407, "mean": 0.066054, "median": 0.052313, "std": 0.044565, "sem": 0.001189, "min": 0.018987, "max": 0.321679, "recall-0.025": 0.006139, "recall-0.05": 0.439291, "recall-0.1": 0.834243, "recall-0.15": 0.919509, "recall-0.25": 0.940655, "recall-0.5": 0.959754, "num_labels": 1466, "ap-0.025": 0.002173, "ap-0.05": 0.340744, "ap-0.1": 0.79061, "ap-0.15": 0.904656, "ap-0.25": 0.931759, "ap-0.5": 0.951886 }, "nose": { "count": 1406, "mean": 0.024854, "median": 0.019222, "std": 0.017838, "sem": 0.000476, "min": 0.001373, "max": 0.153966, "recall-0.025": 0.61244, "recall-0.05": 0.876282, "recall-0.1": 0.956254, "recall-0.15": 0.960355, "recall-0.25": 0.961039, "recall-0.5": 0.961039, "num_labels": 1463 }, "shoulder_left": { "count": 1407, "mean": 0.021168, "median": 0.017989, "std": 0.015547, "sem": 0.000415, "min": 0.000446, "max": 0.20373, "recall-0.025": 0.686903, "recall-0.05": 0.922237, "recall-0.1": 0.957708, "recall-0.15": 0.959072, "recall-0.25": 0.959754, "recall-0.5": 0.959754, "num_labels": 1466 }, "shoulder_right": { "count": 1406, "mean": 0.024827, "median": 0.01838, "std": 0.019776, "sem": 0.000528, "min": 0.00218, "max": 0.220146, "recall-0.025": 0.624573, "recall-0.05": 0.886007, "recall-0.1": 0.948805, "recall-0.15": 0.957679, "recall-0.25": 0.959727, "recall-0.5": 0.959727, "num_labels": 1465 }, "elbow_left": { "count": 1406, "mean": 0.034509, "median": 0.023315, "std": 0.030768, "sem": 0.000821, "min": 0.001517, "max": 0.259935, "recall-0.025": 0.513311, "recall-0.05": 0.76587, "recall-0.1": 0.902389, "recall-0.15": 0.954949, "recall-0.25": 0.959044, "recall-0.5": 0.959727, "num_labels": 1465 }, "elbow_right": { "count": 1406, "mean": 0.031432, "median": 0.021405, "std": 0.027717, "sem": 0.000739, "min": 0.00127, "max": 0.32231, "recall-0.025": 0.568694, "recall-0.05": 0.792208, "recall-0.1": 0.934381, "recall-0.15": 0.955571, "recall-0.25": 0.959672, "recall-0.5": 0.961039, "num_labels": 1463 }, "wrist_left": { "count": 1376, "mean": 0.05215, "median": 0.024438, "std": 0.06069, "sem": 0.001637, "min": 0.001822, "max": 0.312247, "recall-0.025": 0.487448, "recall-0.05": 0.650628, "recall-0.1": 0.807531, "recall-0.15": 0.875174, "recall-0.25": 0.941423, "recall-0.5": 0.959554, "num_labels": 1434 }, "wrist_right": { "count": 1399, "mean": 0.049379, "median": 0.026706, "std": 0.057051, "sem": 0.001526, "min": 0.00228, "max": 0.386571, "recall-0.025": 0.456044, "recall-0.05": 0.665522, "recall-0.1": 0.845467, "recall-0.15": 0.902473, "recall-0.25": 0.9375, "recall-0.5": 0.960852, "num_labels": 1456 }, "hip_left": { "count": 1406, "mean": 0.044203, "median": 0.039964, "std": 0.023927, "sem": 0.000638, "min": 0.001408, "max": 0.291716, "recall-0.025": 0.183618, "recall-0.05": 0.664164, "recall-0.1": 0.929693, "recall-0.15": 0.958362, "recall-0.25": 0.959044, "recall-0.5": 0.959727, "num_labels": 1465 }, "hip_right": { "count": 1407, "mean": 0.055491, "median": 0.048436, "std": 0.035437, "sem": 0.000945, "min": 0.00587, "max": 0.298275, "recall-0.025": 0.122101, "recall-0.05": 0.496589, "recall-0.1": 0.884038, "recall-0.15": 0.933151, "recall-0.25": 0.95839, "recall-0.5": 0.959754, "num_labels": 1466 }, "knee_left": { "count": 1399, "mean": 0.069315, "median": 0.045773, "std": 0.073218, "sem": 0.001958, "min": 0.002807, "max": 0.490151, "recall-0.025": 0.154266, "recall-0.05": 0.537201, "recall-0.1": 0.80273, "recall-0.15": 0.853242, "recall-0.25": 0.918771, "recall-0.5": 0.954949, "num_labels": 1465 }, "knee_right": { "count": 1397, "mean": 0.067695, "median": 0.048034, "std": 0.071182, "sem": 0.001905, "min": 0.005118, "max": 0.49167, "recall-0.025": 0.136395, "recall-0.05": 0.508568, "recall-0.1": 0.831391, "recall-0.15": 0.873201, "recall-0.25": 0.914325, "recall-0.5": 0.957505, "num_labels": 1459 }, "ankle_left": { "count": 1320, "mean": 0.145009, "median": 0.102606, "std": 0.132862, "sem": 0.003658, "min": 0.003074, "max": 0.49986, "recall-0.025": 0.149692, "recall-0.05": 0.314422, "recall-0.1": 0.433356, "recall-0.15": 0.559809, "recall-0.25": 0.71907, "recall-0.5": 0.902256, "num_labels": 1463 }, "ankle_right": { "count": 1301, "mean": 0.134805, "median": 0.080384, "std": 0.129602, "sem": 0.003594, "min": 0.003691, "max": 0.498781, "recall-0.025": 0.143836, "recall-0.05": 0.336301, "recall-0.1": 0.507534, "recall-0.15": 0.6, "recall-0.25": 0.706849, "recall-0.5": 0.891096, "num_labels": 1460 }, "joint_recalls": { "num_labels": 18990, "recall-0.025": 0.37183, "recall-0.05": 0.64718, "recall-0.1": 0.82575, "recall-0.15": 0.8723, "recall-0.25": 0.91153, "recall-0.5": 0.94961 } } { "total_parts": 20444, "correct_parts": 18662, "pcp": 0.912835 } ``` ##### 10 cameras ```json { "img_loading": 0.114754035414719, "avg_time_2d": 0.03988202955664658, "avg_time_3d": 0.002105511107095858, "avg_fps": 23.816589021217226 } { "person_nums": { "total_frames": 420, "total_labels": 1466, "total_preds": 1497, "considered_empty": 0, "valid_preds": 1464, "invalid_preds": 33, "missing": 2, "invalid_fraction": 0.02204, "precision": 0.97796, "recall": 0.99864, "f1": 0.98819, "non_empty": 1497 }, "mpjpe": { "count": 1464, "mean": 0.028561, "median": 0.024838, "std": 0.012446, "sem": 0.000325, "min": 0.010283, "max": 0.103154, "recall-0.025": 0.506139, "recall-0.05": 0.91678, "recall-0.1": 0.997954, "recall-0.15": 0.998636, "recall-0.25": 0.998636, "recall-0.5": 0.998636, "num_labels": 1466, "ap-0.025": 0.374324, "ap-0.05": 0.882172, "ap-0.1": 0.986659, "ap-0.15": 0.987344, "ap-0.25": 0.987344, "ap-0.5": 0.987344 }, "nose": { "count": 1461, "mean": 0.011185, "median": 0.009847, "std": 0.007089, "sem": 0.000186, "min": 0.000251, "max": 0.089509, "recall-0.025": 0.969925, "recall-0.05": 0.992481, "recall-0.1": 0.998633, "recall-0.15": 0.998633, "recall-0.25": 0.998633, "recall-0.5": 0.998633, "num_labels": 1463 }, "shoulder_left": { "count": 1464, "mean": 0.013165, "median": 0.011485, "std": 0.008028, "sem": 0.00021, "min": 0.001195, "max": 0.0828, "recall-0.025": 0.919509, "recall-0.05": 0.995907, "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": 0.014191, "median": 0.012521, "std": 0.008156, "sem": 0.000213, "min": 0.001295, "max": 0.068136, "recall-0.025": 0.91058, "recall-0.05": 0.994539, "recall-0.1": 0.998635, "recall-0.15": 0.998635, "recall-0.25": 0.998635, "recall-0.5": 0.998635, "num_labels": 1465 }, "elbow_left": { "count": 1463, "mean": 0.018553, "median": 0.015316, "std": 0.012929, "sem": 0.000338, "min": 0.001115, "max": 0.106143, "recall-0.025": 0.809556, "recall-0.05": 0.96314, "recall-0.1": 0.99727, "recall-0.15": 0.998635, "recall-0.25": 0.998635, "recall-0.5": 0.998635, "num_labels": 1465 }, "elbow_right": { "count": 1461, "mean": 0.016844, "median": 0.014362, "std": 0.012668, "sem": 0.000332, "min": 0.001586, "max": 0.189976, "recall-0.025": 0.883117, "recall-0.05": 0.97676, "recall-0.1": 0.995899, "recall-0.15": 0.997949, "recall-0.25": 0.998633, "recall-0.5": 0.998633, "num_labels": 1463 }, "wrist_left": { "count": 1432, "mean": 0.018491, "median": 0.012883, "std": 0.020813, "sem": 0.00055, "min": 0.000703, "max": 0.221447, "recall-0.025": 0.830544, "recall-0.05": 0.956764, "recall-0.1": 0.981869, "recall-0.15": 0.991632, "recall-0.25": 0.998605, "recall-0.5": 0.998605, "num_labels": 1434 }, "wrist_right": { "count": 1455, "mean": 0.017947, "median": 0.0125, "std": 0.022081, "sem": 0.000579, "min": 0.00073, "max": 0.304661, "recall-0.025": 0.835852, "recall-0.05": 0.958791, "recall-0.1": 0.98489, "recall-0.15": 0.993132, "recall-0.25": 0.998626, "recall-0.5": 0.999313, "num_labels": 1456 }, "hip_left": { "count": 1463, "mean": 0.028288, "median": 0.025597, "std": 0.016137, "sem": 0.000422, "min": 0.002014, "max": 0.13749, "recall-0.025": 0.479181, "recall-0.05": 0.932423, "recall-0.1": 0.991126, "recall-0.15": 0.998635, "recall-0.25": 0.998635, "recall-0.5": 0.998635, "num_labels": 1465 }, "hip_right": { "count": 1464, "mean": 0.028487, "median": 0.026261, "std": 0.013664, "sem": 0.000357, "min": 0.003326, "max": 0.142164, "recall-0.025": 0.464529, "recall-0.05": 0.937926, "recall-0.1": 0.996589, "recall-0.15": 0.998636, "recall-0.25": 0.998636, "recall-0.5": 0.998636, "num_labels": 1466 }, "knee_left": { "count": 1463, "mean": 0.032246, "median": 0.027725, "std": 0.020932, "sem": 0.000547, "min": 0.001876, "max": 0.188605, "recall-0.025": 0.443003, "recall-0.05": 0.860068, "recall-0.1": 0.983618, "recall-0.15": 0.995222, "recall-0.25": 0.998635, "recall-0.5": 0.998635, "num_labels": 1465 }, "knee_right": { "count": 1457, "mean": 0.033717, "median": 0.028204, "std": 0.021593, "sem": 0.000566, "min": 0.00285, "max": 0.201632, "recall-0.025": 0.398218, "recall-0.05": 0.830706, "recall-0.1": 0.978753, "recall-0.15": 0.995888, "recall-0.25": 0.998629, "recall-0.5": 0.998629, "num_labels": 1459 }, "ankle_left": { "count": 1461, "mean": 0.069764, "median": 0.039284, "std": 0.07582, "sem": 0.001984, "min": 0.001721, "max": 0.460829, "recall-0.025": 0.308954, "recall-0.05": 0.591934, "recall-0.1": 0.774436, "recall-0.15": 0.874915, "recall-0.25": 0.954887, "recall-0.5": 0.998633, "num_labels": 1463 }, "ankle_right": { "count": 1457, "mean": 0.067659, "median": 0.035688, "std": 0.079949, "sem": 0.002095, "min": 0.002529, "max": 0.499971, "recall-0.025": 0.345205, "recall-0.05": 0.621918, "recall-0.1": 0.810959, "recall-0.15": 0.871918, "recall-0.25": 0.941781, "recall-0.5": 0.997945, "num_labels": 1460 }, "joint_recalls": { "num_labels": 18990, "recall-0.025": 0.66087, "recall-0.05": 0.89279, "recall-0.1": 0.96066, "recall-0.15": 0.97783, "recall-0.25": 0.99068, "recall-0.5": 0.99842 } } { "total_parts": 20444, "correct_parts": 20312, "pcp": 0.993543 } ``` ### IkeaAsm (duration 00:01:45) ```json { "img_loading": 0.04002083135820401, "avg_time_2d": 0.011175246635225535, "avg_time_3d": 0.00039957632133955643, "avg_fps": 86.39440998385317 } { "person_nums": { "total_frames": 479, "total_labels": 479, "total_preds": 618, "considered_empty": 0, "valid_preds": 447, "invalid_preds": 171, "missing": 32, "invalid_fraction": 0.2767, "precision": 0.7233, "recall": 0.93319, "f1": 0.81495, "non_empty": 618 }, "mpjpe": { "count": 447, "mean": 0.074456, "median": 0.059695, "std": 0.046301, "sem": 0.002192, "min": 0.018682, "max": 0.355677, "recall-0.025": 0.039666, "recall-0.05": 0.379958, "recall-0.1": 0.724426, "recall-0.15": 0.866388, "recall-0.25": 0.929019, "recall-0.5": 0.933194, "num_labels": 479, "ap-0.025": 0.001756, "ap-0.05": 0.142805, "ap-0.1": 0.505589, "ap-0.15": 0.714197, "ap-0.25": 0.819921, "ap-0.5": 0.827308 }, "head": { "count": 425, "mean": 0.033443, "median": 0.030112, "std": 0.017039, "sem": 0.000827, "min": 0.000129, "max": 0.119482, "recall-0.025": 0.327434, "recall-0.05": 0.798673, "recall-0.1": 0.938053, "recall-0.15": 0.940265, "recall-0.25": 0.940265, "recall-0.5": 0.940265, "num_labels": 452 }, "shoulder_left": { "count": 424, "mean": 0.040693, "median": 0.035429, "std": 0.018036, "sem": 0.000877, "min": 0.01015, "max": 0.15422, "recall-0.025": 0.10793, "recall-0.05": 0.73348, "recall-0.1": 0.920705, "recall-0.15": 0.931718, "recall-0.25": 0.933921, "recall-0.5": 0.933921, "num_labels": 454 }, "shoulder_right": { "count": 437, "mean": 0.029215, "median": 0.027229, "std": 0.010943, "sem": 0.000524, "min": 0.007749, "max": 0.095911, "recall-0.025": 0.342612, "recall-0.05": 0.892934, "recall-0.1": 0.93576, "recall-0.15": 0.93576, "recall-0.25": 0.93576, "recall-0.5": 0.93576, "num_labels": 467 }, "elbow_left": { "count": 413, "mean": 0.030607, "median": 0.023176, "std": 0.024438, "sem": 0.001204, "min": 0.00303, "max": 0.190548, "recall-0.025": 0.514874, "recall-0.05": 0.819222, "recall-0.1": 0.919908, "recall-0.15": 0.940503, "recall-0.25": 0.94508, "recall-0.5": 0.94508, "num_labels": 437 }, "elbow_right": { "count": 416, "mean": 0.025964, "median": 0.023121, "std": 0.017186, "sem": 0.000844, "min": 0.002542, "max": 0.182529, "recall-0.025": 0.53288, "recall-0.05": 0.879819, "recall-0.1": 0.938776, "recall-0.15": 0.941043, "recall-0.25": 0.943311, "recall-0.5": 0.943311, "num_labels": 441 }, "wrist_left": { "count": 408, "mean": 0.032042, "median": 0.025353, "std": 0.028416, "sem": 0.001409, "min": 0.003737, "max": 0.296087, "recall-0.025": 0.456422, "recall-0.05": 0.811927, "recall-0.1": 0.912844, "recall-0.15": 0.924312, "recall-0.25": 0.931193, "recall-0.5": 0.93578, "num_labels": 436 }, "wrist_right": { "count": 417, "mean": 0.028288, "median": 0.022713, "std": 0.031025, "sem": 0.001521, "min": 0.002872, "max": 0.32973, "recall-0.025": 0.513453, "recall-0.05": 0.865471, "recall-0.1": 0.910314, "recall-0.15": 0.921525, "recall-0.25": 0.930493, "recall-0.5": 0.934978, "num_labels": 446 }, "hip_left": { "count": 298, "mean": 0.09812, "median": 0.09086, "std": 0.032706, "sem": 0.001898, "min": 0.027606, "max": 0.284104, "recall-0.025": 0.0, "recall-0.05": 0.012739, "recall-0.1": 0.61465, "recall-0.15": 0.89172, "recall-0.25": 0.942675, "recall-0.5": 0.949045, "num_labels": 314 }, "hip_right": { "count": 245, "mean": 0.085356, "median": 0.080679, "std": 0.031076, "sem": 0.001989, "min": 0.019868, "max": 0.323838, "recall-0.025": 0.011538, "recall-0.05": 0.073077, "recall-0.1": 0.719231, "recall-0.15": 0.919231, "recall-0.25": 0.938462, "recall-0.5": 0.942308, "num_labels": 260 }, "knee_left": { "count": 250, "mean": 0.129331, "median": 0.087049, "std": 0.10624, "sem": 0.006733, "min": 0.017263, "max": 0.498997, "recall-0.025": 0.025362, "recall-0.05": 0.163043, "recall-0.1": 0.514493, "recall-0.15": 0.652174, "recall-0.25": 0.778986, "recall-0.5": 0.905797, "num_labels": 276 }, "knee_right": { "count": 190, "mean": 0.114057, "median": 0.081005, "std": 0.100495, "sem": 0.00731, "min": 0.00936, "max": 0.49724, "recall-0.025": 0.037209, "recall-0.05": 0.218605, "recall-0.1": 0.548837, "recall-0.15": 0.725581, "recall-0.25": 0.776744, "recall-0.5": 0.883721, "num_labels": 215 }, "ankle_left": { "count": 71, "mean": 0.357688, "median": 0.396454, "std": 0.113189, "sem": 0.013529, "min": 0.029788, "max": 0.489443, "recall-0.025": 0.0, "recall-0.05": 0.015152, "recall-0.1": 0.022727, "recall-0.15": 0.030303, "recall-0.25": 0.098485, "recall-0.5": 0.537879, "num_labels": 132 }, "ankle_right": { "count": 60, "mean": 0.357988, "median": 0.401673, "std": 0.113737, "sem": 0.014807, "min": 0.061398, "max": 0.497032, "recall-0.025": 0.0, "recall-0.05": 0.0, "recall-0.1": 0.015748, "recall-0.15": 0.047244, "recall-0.25": 0.070866, "recall-0.5": 0.472441, "num_labels": 127 }, "joint_recalls": { "num_labels": 4457, "recall-0.025": 0.28203, "recall-0.05": 0.60848, "recall-0.1": 0.79358, "recall-0.15": 0.84855, "recall-0.25": 0.86897, "recall-0.5": 0.90868 } } { "total_parts": 4313, "correct_parts": 3837, "pcp": 0.889636 } ``` ### CHI3D ```json { "img_loading": 0.017476047340192293, "avg_time_2d": 0.012747695571497866, "avg_time_3d": 0.00040262749320582337, "avg_fps": 76.04375915935208 } { "person_nums": { "total_frames": 390, "total_labels": 780, "total_preds": 778, "considered_empty": 0, "valid_preds": 778, "invalid_preds": 0, "missing": 2, "invalid_fraction": 0.0, "precision": 1.0, "recall": 0.99744, "f1": 0.99872, "non_empty": 778 }, "mpjpe": { "count": 778, "mean": 0.061256, "median": 0.058094, "std": 0.015804, "sem": 0.000567, "min": 0.043665, "max": 0.234462, "recall-0.025": 0.0, "recall-0.05": 0.041026, "recall-0.1": 0.983333, "recall-0.15": 0.991026, "recall-0.25": 0.997436, "recall-0.5": 0.997436, "num_labels": 780, "ap-0.025": 0.0, "ap-0.05": 0.002137, "ap-0.1": 0.98266, "ap-0.15": 0.990834, "ap-0.25": 0.997436, "ap-0.5": 0.997436 }, "head": { "count": 778, "mean": 0.039793, "median": 0.029375, "std": 0.046131, "sem": 0.001655, "min": 0.003523, "max": 0.410789, "recall-0.025": 0.415385, "recall-0.05": 0.832051, "recall-0.1": 0.955128, "recall-0.15": 0.961538, "recall-0.25": 0.978205, "recall-0.5": 0.997436, "num_labels": 780 }, "shoulder_left": { "count": 778, "mean": 0.062809, "median": 0.064642, "std": 0.021891, "sem": 0.000785, "min": 0.01029, "max": 0.171518, "recall-0.025": 0.019231, "recall-0.05": 0.326923, "recall-0.1": 0.957692, "recall-0.15": 0.994872, "recall-0.25": 0.997436, "recall-0.5": 0.997436, "num_labels": 780 }, "shoulder_right": { "count": 776, "mean": 0.06692, "median": 0.066134, "std": 0.019334, "sem": 0.000694, "min": 0.012362, "max": 0.177966, "recall-0.025": 0.014103, "recall-0.05": 0.174359, "recall-0.1": 0.951282, "recall-0.15": 0.99359, "recall-0.25": 0.994872, "recall-0.5": 0.994872, "num_labels": 780 }, "elbow_left": { "count": 776, "mean": 0.057432, "median": 0.048159, "std": 0.037166, "sem": 0.001335, "min": 0.014258, "max": 0.471045, "recall-0.025": 0.019231, "recall-0.05": 0.533333, "recall-0.1": 0.942308, "recall-0.15": 0.969231, "recall-0.25": 0.988462, "recall-0.5": 0.994872, "num_labels": 780 }, "elbow_right": { "count": 778, "mean": 0.064771, "median": 0.062808, "std": 0.023921, "sem": 0.000858, "min": 0.025508, "max": 0.260927, "recall-0.025": 0.0, "recall-0.05": 0.262821, "recall-0.1": 0.938462, "recall-0.15": 0.982051, "recall-0.25": 0.996154, "recall-0.5": 0.997436, "num_labels": 780 }, "wrist_left": { "count": 772, "mean": 0.049893, "median": 0.043983, "std": 0.036923, "sem": 0.00133, "min": 0.006115, "max": 0.445596, "recall-0.025": 0.125641, "recall-0.05": 0.64359, "recall-0.1": 0.947436, "recall-0.15": 0.976923, "recall-0.25": 0.983333, "recall-0.5": 0.989744, "num_labels": 780 }, "wrist_right": { "count": 773, "mean": 0.067023, "median": 0.06487, "std": 0.035726, "sem": 0.001286, "min": 0.015542, "max": 0.341995, "recall-0.025": 0.024359, "recall-0.05": 0.328205, "recall-0.1": 0.912821, "recall-0.15": 0.957692, "recall-0.25": 0.987179, "recall-0.5": 0.991026, "num_labels": 780 }, "hip_left": { "count": 778, "mean": 0.083135, "median": 0.083035, "std": 0.020092, "sem": 0.000721, "min": 0.036304, "max": 0.142385, "recall-0.025": 0.0, "recall-0.05": 0.044872, "recall-0.1": 0.807692, "recall-0.15": 0.997436, "recall-0.25": 0.997436, "recall-0.5": 0.997436, "num_labels": 780 }, "hip_right": { "count": 778, "mean": 0.106615, "median": 0.105462, "std": 0.018197, "sem": 0.000653, "min": 0.05252, "max": 0.179121, "recall-0.025": 0.0, "recall-0.05": 0.0, "recall-0.1": 0.379487, "recall-0.15": 0.982051, "recall-0.25": 0.997436, "recall-0.5": 0.997436, "num_labels": 780 }, "knee_left": { "count": 778, "mean": 0.047598, "median": 0.045991, "std": 0.019866, "sem": 0.000713, "min": 0.009332, "max": 0.199038, "recall-0.025": 0.061538, "recall-0.05": 0.651282, "recall-0.1": 0.958974, "recall-0.15": 0.99359, "recall-0.25": 0.997436, "recall-0.5": 0.997436, "num_labels": 780 }, "knee_right": { "count": 778, "mean": 0.052091, "median": 0.049774, "std": 0.018473, "sem": 0.000663, "min": 0.0111, "max": 0.128542, "recall-0.025": 0.038462, "recall-0.05": 0.503846, "recall-0.1": 0.983333, "recall-0.15": 0.997436, "recall-0.25": 0.997436, "recall-0.5": 0.997436, "num_labels": 780 }, "ankle_left": { "count": 778, "mean": 0.050638, "median": 0.047403, "std": 0.019466, "sem": 0.000698, "min": 0.012995, "max": 0.360086, "recall-0.025": 0.008974, "recall-0.05": 0.616667, "recall-0.1": 0.983333, "recall-0.15": 0.99359, "recall-0.25": 0.996154, "recall-0.5": 0.997436, "num_labels": 780 }, "ankle_right": { "count": 778, "mean": 0.034456, "median": 0.029475, "std": 0.016218, "sem": 0.000582, "min": 0.004853, "max": 0.178816, "recall-0.025": 0.298718, "recall-0.05": 0.865385, "recall-0.1": 0.994872, "recall-0.15": 0.996154, "recall-0.25": 0.997436, "recall-0.5": 0.997436, "num_labels": 780 }, "joint_recalls": { "num_labels": 10140, "recall-0.025": 0.0786, "recall-0.05": 0.44428, "recall-0.1": 0.9002, "recall-0.15": 0.98383, "recall-0.25": 0.9927, "recall-0.5": 0.99596 } } { "total_parts": 10920, "correct_parts": 10721, "pcp": 0.981777 } ``` ### Tsinghua (duration 00:01:51) ```json { "img_loading": 0.13135391235351562, "avg_time_2d": 0.028430829048156737, "avg_time_3d": 0.0008205056190490722, "avg_fps": 34.18647427124472 } { "person_nums": { "total_frames": 210, "total_labels": 630, "total_preds": 633, "considered_empty": 0, "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": 0.053445, "median": 0.048917, "std": 0.017742, "sem": 0.000707, "min": 0.030125, "max": 0.13987, "recall-0.025": 0.0, "recall-0.05": 0.544444, "recall-0.1": 0.955556, "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": 0.330565, "ap-0.1": 0.92959, "ap-0.15": 1.0, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "head": { "count": 598, "mean": 0.040107, "median": 0.038453, "std": 0.014264, "sem": 0.000584, "min": 0.012854, "max": 0.181618, "recall-0.025": 0.107023, "recall-0.05": 0.804348, "recall-0.1": 0.998328, "recall-0.15": 0.998328, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 598 }, "shoulder_left": { "count": 630, "mean": 0.059771, "median": 0.057014, "std": 0.018422, "sem": 0.000735, "min": 0.01946, "max": 0.152292, "recall-0.025": 0.007937, "recall-0.05": 0.333333, "recall-0.1": 0.98254, "recall-0.15": 0.998413, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630 }, "shoulder_right": { "count": 630, "mean": 0.061136, "median": 0.059692, "std": 0.019932, "sem": 0.000795, "min": 0.013849, "max": 0.127072, "recall-0.025": 0.006349, "recall-0.05": 0.338095, "recall-0.1": 0.952381, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630 }, "elbow_left": { "count": 630, "mean": 0.050566, "median": 0.04785, "std": 0.020729, "sem": 0.000827, "min": 0.006197, "max": 0.158603, "recall-0.025": 0.068254, "recall-0.05": 0.555556, "recall-0.1": 0.977778, "recall-0.15": 0.996825, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630 }, "elbow_right": { "count": 629, "mean": 0.052199, "median": 0.047131, "std": 0.027734, "sem": 0.001107, "min": 0.004759, "max": 0.168326, "recall-0.025": 0.112878, "recall-0.05": 0.565978, "recall-0.1": 0.930048, "recall-0.15": 0.987281, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 629 }, "wrist_left": { "count": 630, "mean": 0.047349, "median": 0.042366, "std": 0.025887, "sem": 0.001032, "min": 0.003905, "max": 0.262538, "recall-0.025": 0.146032, "recall-0.05": 0.661905, "recall-0.1": 0.965079, "recall-0.15": 0.995238, "recall-0.25": 0.998413, "recall-0.5": 1.0, "num_labels": 630 }, "wrist_right": { "count": 625, "mean": 0.053221, "median": 0.048646, "std": 0.025546, "sem": 0.001023, "min": 0.006786, "max": 0.224126, "recall-0.025": 0.0784, "recall-0.05": 0.5264, "recall-0.1": 0.9504, "recall-0.15": 0.9968, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 625 }, "hip_left": { "count": 630, "mean": 0.052761, "median": 0.050105, "std": 0.020705, "sem": 0.000826, "min": 0.006568, "max": 0.153066, "recall-0.025": 0.053968, "recall-0.05": 0.495238, "recall-0.1": 0.969841, "recall-0.15": 0.998413, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630 }, "hip_right": { "count": 629, "mean": 0.051659, "median": 0.049745, "std": 0.023579, "sem": 0.000941, "min": 0.002706, "max": 0.129543, "recall-0.025": 0.127186, "recall-0.05": 0.502385, "recall-0.1": 0.963434, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 629 }, "knee_left": { "count": 628, "mean": 0.048396, "median": 0.036676, "std": 0.046572, "sem": 0.00186, "min": 0.008278, "max": 0.369992, "recall-0.025": 0.213376, "recall-0.05": 0.69586, "recall-0.1": 0.944268, "recall-0.15": 0.961783, "recall-0.25": 0.984076, "recall-0.5": 1.0, "num_labels": 628 }, "knee_right": { "count": 629, "mean": 0.0546, "median": 0.03749, "std": 0.07228, "sem": 0.002884, "min": 0.004193, "max": 0.495918, "recall-0.025": 0.213037, "recall-0.05": 0.72337, "recall-0.1": 0.941176, "recall-0.15": 0.952305, "recall-0.25": 0.955485, "recall-0.5": 1.0, "num_labels": 629 }, "ankle_left": { "count": 619, "mean": 0.057531, "median": 0.042722, "std": 0.070232, "sem": 0.002825, "min": 0.007541, "max": 0.499413, "recall-0.025": 0.098546, "recall-0.05": 0.662359, "recall-0.1": 0.954766, "recall-0.15": 0.959612, "recall-0.25": 0.966074, "recall-0.5": 1.0, "num_labels": 619 }, "ankle_right": { "count": 602, "mean": 0.047433, "median": 0.041615, "std": 0.044675, "sem": 0.001822, "min": 0.007662, "max": 0.450729, "recall-0.025": 0.173633, "recall-0.05": 0.662379, "recall-0.1": 0.940514, "recall-0.15": 0.951768, "recall-0.25": 0.954984, "recall-0.5": 0.967846, "num_labels": 622 }, "joint_recalls": { "num_labels": 8129, "recall-0.025": 0.10739, "recall-0.05": 0.57732, "recall-0.1": 0.95854, "recall-0.15": 0.98352, "recall-0.25": 0.98893, "recall-0.5": 0.99754 } } { "total_parts": 8725, "correct_parts": 8606, "pcp": 0.986361 } ``` ### H3WB ##### default joints ```json { "img_loading": 0.026260575495268168, "avg_time_2d": 0.009883342291179455, "avg_time_3d": 0.00028819284941020764, "avg_fps": 98.31357668022844 } { "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": 0.023966, "median": 0.02193, "std": 0.009952, "sem": 0.000705, "min": 0.011202, "max": 0.098338, "recall-0.025": 0.645, "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": 0.554146, "ap-0.05": 0.98429, "ap-0.1": 1.0, "ap-0.15": 1.0, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "nose": { "count": 200, "mean": 0.039256, "median": 0.033088, "std": 0.030919, "sem": 0.002192, "min": 0.003211, "max": 0.246189, "recall-0.025": 0.4, "recall-0.05": 0.75, "recall-0.1": 0.955, "recall-0.15": 0.995, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "shoulder_left": { "count": 200, "mean": 0.018566, "median": 0.016235, "std": 0.011761, "sem": 0.000834, "min": 0.001295, "max": 0.08336, "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 }, "shoulder_right": { "count": 200, "mean": 0.023279, "median": 0.020439, "std": 0.012755, "sem": 0.000904, "min": 0.002446, "max": 0.090972, "recall-0.025": 0.645, "recall-0.05": 0.96, "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": 0.016956, "median": 0.012823, "std": 0.020294, "sem": 0.001439, "min": 0.000399, "max": 0.218561, "recall-0.025": 0.85, "recall-0.05": 0.965, "recall-0.1": 0.99, "recall-0.15": 0.995, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "elbow_right": { "count": 200, "mean": 0.022355, "median": 0.015265, "std": 0.020354, "sem": 0.001443, "min": 0.001682, "max": 0.124753, "recall-0.025": 0.69, "recall-0.05": 0.905, "recall-0.1": 0.99, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "wrist_left": { "count": 200, "mean": 0.025543, "median": 0.018102, "std": 0.027205, "sem": 0.001929, "min": 0.001546, "max": 0.278829, "recall-0.025": 0.65, "recall-0.05": 0.9, "recall-0.1": 0.985, "recall-0.15": 0.995, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "wrist_right": { "count": 200, "mean": 0.031676, "median": 0.023419, "std": 0.027318, "sem": 0.001937, "min": 0.001467, "max": 0.171508, "recall-0.025": 0.54, "recall-0.05": 0.83, "recall-0.1": 0.975, "recall-0.15": 0.99, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "hip_left": { "count": 200, "mean": 0.031527, "median": 0.028829, "std": 0.014772, "sem": 0.001047, "min": 0.008472, "max": 0.093101, "recall-0.025": 0.375, "recall-0.05": 0.865, "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": 0.030689, "median": 0.028248, "std": 0.014282, "sem": 0.001012, "min": 0.003098, "max": 0.081098, "recall-0.025": 0.405, "recall-0.05": 0.91, "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": 0.0209, "median": 0.014398, "std": 0.029374, "sem": 0.002082, "min": 0.000929, "max": 0.331222, "recall-0.025": 0.745, "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 }, "knee_right": { "count": 200, "mean": 0.019821, "median": 0.014201, "std": 0.034129, "sem": 0.002419, "min": 0.000649, "max": 0.453869, "recall-0.025": 0.81, "recall-0.05": 0.96, "recall-0.1": 0.99, "recall-0.15": 0.995, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "ankle_left": { "count": 200, "mean": 0.014099, "median": 0.010581, "std": 0.014073, "sem": 0.000998, "min": 0.001776, "max": 0.137094, "recall-0.025": 0.895, "recall-0.05": 0.975, "recall-0.1": 0.995, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "ankle_right": { "count": 200, "mean": 0.01689, "median": 0.01028, "std": 0.03316, "sem": 0.002351, "min": 0.001613, "max": 0.431529, "recall-0.025": 0.865, "recall-0.05": 0.965, "recall-0.1": 0.985, "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": 0.66462, "recall-0.05": 0.91731, "recall-0.1": 0.98846, "recall-0.15": 0.99654, "recall-0.25": 0.99846, "recall-0.5": 1.0 } } { "total_parts": 2800, "correct_parts": 2794, "pcp": 0.997857 } ``` ##### whole-body ```json { "img_loading": 0.025603970728422465, "avg_time_2d": 0.021623519847267552, "avg_time_3d": 0.0009541837792647512, "avg_fps": 44.29148404733442 } { "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": 0.046368, "median": 0.041878, "std": 0.018953, "sem": 0.001344, "min": 0.019366, "max": 0.140719, "recall-0.025": 0.03, "recall-0.05": 0.69, "recall-0.1": 0.985, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200, "ap-0.025": 0.004375, "ap-0.05": 0.607881, "ap-0.1": 0.981272, "ap-0.15": 1.0, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "nose": { "count": 200, "mean": 0.051117, "median": 0.042979, "std": 0.037638, "sem": 0.002668, "min": 0.005223, "max": 0.247102, "recall-0.025": 0.28, "recall-0.05": 0.57, "recall-0.1": 0.885, "recall-0.15": 0.985, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "eye_left": { "count": 200, "mean": 0.044076, "median": 0.036192, "std": 0.029084, "sem": 0.002062, "min": 0.007219, "max": 0.156673, "recall-0.025": 0.3, "recall-0.05": 0.67, "recall-0.1": 0.93, "recall-0.15": 0.995, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "eye_right": { "count": 200, "mean": 0.053085, "median": 0.045201, "std": 0.035718, "sem": 0.002532, "min": 0.002782, "max": 0.186024, "recall-0.025": 0.23, "recall-0.05": 0.57, "recall-0.1": 0.87, "recall-0.15": 0.985, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "ear_left": { "count": 200, "mean": 0.033899, "median": 0.025775, "std": 0.028371, "sem": 0.002011, "min": 0.002683, "max": 0.169265, "recall-0.025": 0.47, "recall-0.05": 0.855, "recall-0.1": 0.975, "recall-0.15": 0.985, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "ear_right": { "count": 200, "mean": 0.044424, "median": 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"num_labels": 200 }, "hand_finger_pinky_left_1": { "count": 200, "mean": 0.040888, "median": 0.024137, "std": 0.049029, "sem": 0.003476, "min": 0.004813, "max": 0.316341, "recall-0.025": 0.525, "recall-0.05": 0.79, "recall-0.1": 0.91, "recall-0.15": 0.96, "recall-0.25": 0.985, "recall-0.5": 1.0, "num_labels": 200 }, "hand_finger_pinky_left_2": { "count": 200, "mean": 0.042034, "median": 0.022927, "std": 0.051627, "sem": 0.00366, "min": 0.00293, "max": 0.330486, "recall-0.025": 0.54, "recall-0.05": 0.775, "recall-0.1": 0.905, "recall-0.15": 0.955, "recall-0.25": 0.98, "recall-0.5": 1.0, "num_labels": 200 }, "hand_finger_pinky_left_3": { "count": 200, "mean": 0.04436, "median": 0.023954, "std": 0.055784, "sem": 0.003954, "min": 0.003849, "max": 0.34509, "recall-0.025": 0.52, "recall-0.05": 0.735, "recall-0.1": 0.91, "recall-0.15": 0.955, "recall-0.25": 0.975, "recall-0.5": 1.0, "num_labels": 200 }, "hand_finger_pinky_left_4": { "count": 199, "mean": 0.046707, "median": 0.025436, "std": 0.061723, "sem": 0.004386, "min": 0.002369, "max": 0.418662, "recall-0.025": 0.48, "recall-0.05": 0.74, "recall-0.1": 0.905, "recall-0.15": 0.945, "recall-0.25": 0.965, "recall-0.5": 0.995, "num_labels": 200 }, "hand_wrist_right": { "count": 200, "mean": 0.045584, "median": 0.025673, "std": 0.055293, "sem": 0.00392, "min": 0.002483, "max": 0.38768, "recall-0.025": 0.47, "recall-0.05": 0.755, "recall-0.1": 0.88, "recall-0.15": 0.94, "recall-0.25": 0.99, "recall-0.5": 1.0, "num_labels": 200 }, "hand_finger_thumb_right_1": { "count": 200, "mean": 0.048806, "median": 0.024697, "std": 0.064566, "sem": 0.004577, "min": 0.002179, "max": 0.395083, "recall-0.025": 0.51, "recall-0.05": 0.765, "recall-0.1": 0.865, "recall-0.15": 0.935, "recall-0.25": 0.975, "recall-0.5": 1.0, "num_labels": 200 }, "hand_finger_thumb_right_2": { "count": 200, "mean": 0.051075, "median": 0.028873, "std": 0.061223, "sem": 0.00434, "min": 0.004578, "max": 0.339357, "recall-0.025": 0.44, "recall-0.05": 0.715, "recall-0.1": 0.88, "recall-0.15": 0.93, "recall-0.25": 0.97, "recall-0.5": 1.0, "num_labels": 200 }, "hand_finger_thumb_right_3": { "count": 200, "mean": 0.054529, "median": 0.031354, "std": 0.072759, "sem": 0.005158, "min": 0.00302, "max": 0.474692, "recall-0.025": 0.41, "recall-0.05": 0.715, "recall-0.1": 0.88, "recall-0.15": 0.92, "recall-0.25": 0.96, "recall-0.5": 1.0, "num_labels": 200 }, "hand_finger_thumb_right_4": { "count": 200, "mean": 0.059476, "median": 0.03327, "std": 0.07263, "sem": 0.005149, "min": 0.005181, "max": 0.421784, "recall-0.025": 0.355, "recall-0.05": 0.69, "recall-0.1": 0.86, "recall-0.15": 0.9, "recall-0.25": 0.96, "recall-0.5": 1.0, "num_labels": 200 }, "hand_finger_index_right_1": { "count": 198, "mean": 0.051578, "median": 0.029893, "std": 0.061039, "sem": 0.004349, "min": 0.002205, "max": 0.39099, "recall-0.025": 0.41, "recall-0.05": 0.69, "recall-0.1": 0.88, "recall-0.15": 0.93, "recall-0.25": 0.96, "recall-0.5": 0.99, "num_labels": 200 }, "hand_finger_index_right_2": { "count": 197, "mean": 0.054005, "median": 0.029996, "std": 0.067057, "sem": 0.00479, "min": 0.00116, "max": 0.429569, "recall-0.025": 0.395, "recall-0.05": 0.675, "recall-0.1": 0.87, "recall-0.15": 0.9, "recall-0.25": 0.95, "recall-0.5": 0.985, "num_labels": 200 }, "hand_finger_index_right_3": { "count": 198, "mean": 0.05684, "median": 0.032797, "std": 0.075372, "sem": 0.00537, "min": 0.002306, "max": 0.448366, "recall-0.025": 0.405, "recall-0.05": 0.66, "recall-0.1": 0.875, "recall-0.15": 0.905, "recall-0.25": 0.945, "recall-0.5": 0.99, "num_labels": 200 }, "hand_finger_index_right_4": { "count": 200, "mean": 0.058312, "median": 0.032544, "std": 0.075923, "sem": 0.005382, "min": 0.003097, "max": 0.458618, "recall-0.025": 0.36, "recall-0.05": 0.635, "recall-0.1": 0.89, "recall-0.15": 0.925, "recall-0.25": 0.955, "recall-0.5": 1.0, "num_labels": 200 }, "hand_finger_middle_right_1": { "count": 199, "mean": 0.053219, "median": 0.028408, "std": 0.064312, "sem": 0.00457, "min": 0.002735, "max": 0.402758, "recall-0.025": 0.44, "recall-0.05": 0.71, "recall-0.1": 0.865, "recall-0.15": 0.91, "recall-0.25": 0.965, "recall-0.5": 0.995, "num_labels": 200 }, "hand_finger_middle_right_2": { "count": 198, "mean": 0.051273, "median": 0.027464, "std": 0.068502, "sem": 0.004881, "min": 0.001643, "max": 0.435996, "recall-0.025": 0.44, "recall-0.05": 0.72, "recall-0.1": 0.87, "recall-0.15": 0.91, "recall-0.25": 0.96, "recall-0.5": 0.99, "num_labels": 200 }, "hand_finger_middle_right_3": { "count": 200, "mean": 0.056307, "median": 0.026939, "std": 0.079228, "sem": 0.005616, "min": 0.003564, "max": 0.480028, "recall-0.025": 0.44, "recall-0.05": 0.7, "recall-0.1": 0.87, "recall-0.15": 0.92, "recall-0.25": 0.95, "recall-0.5": 1.0, "num_labels": 200 }, "hand_finger_middle_right_4": { "count": 199, "mean": 0.05749, "median": 0.034562, "std": 0.069732, "sem": 0.004956, "min": 0.003834, "max": 0.46402, "recall-0.025": 0.375, "recall-0.05": 0.68, "recall-0.1": 0.86, "recall-0.15": 0.905, "recall-0.25": 0.955, "recall-0.5": 0.995, "num_labels": 200 }, "hand_finger_ring_right_1": { "count": 197, "mean": 0.048601, "median": 0.028714, "std": 0.057167, "sem": 0.004083, "min": 0.003601, "max": 0.398429, "recall-0.025": 0.42, "recall-0.05": 0.705, "recall-0.1": 0.88, "recall-0.15": 0.92, "recall-0.25": 0.96, "recall-0.5": 0.985, "num_labels": 200 }, "hand_finger_ring_right_2": { "count": 197, "mean": 0.050446, "median": 0.029466, "std": 0.061341, "sem": 0.004381, "min": 0.002991, "max": 0.400431, "recall-0.025": 0.425, "recall-0.05": 0.69, "recall-0.1": 0.86, "recall-0.15": 0.92, "recall-0.25": 0.965, "recall-0.5": 0.985, "num_labels": 200 }, "hand_finger_ring_right_3": { "count": 198, "mean": 0.051281, "median": 0.028883, "std": 0.060937, "sem": 0.004342, "min": 0.002712, "max": 0.398541, "recall-0.025": 0.42, "recall-0.05": 0.69, "recall-0.1": 0.87, "recall-0.15": 0.92, "recall-0.25": 0.97, "recall-0.5": 0.99, "num_labels": 200 }, "hand_finger_ring_right_4": { "count": 198, "mean": 0.057079, "median": 0.035827, "std": 0.066654, "sem": 0.004749, "min": 0.002333, "max": 0.447481, "recall-0.025": 0.355, "recall-0.05": 0.675, "recall-0.1": 0.86, "recall-0.15": 0.905, "recall-0.25": 0.96, "recall-0.5": 0.99, "num_labels": 200 }, "hand_finger_pinky_right_1": { "count": 198, "mean": 0.049469, "median": 0.03077, "std": 0.05356, "sem": 0.003816, "min": 0.002386, "max": 0.305898, "recall-0.025": 0.405, "recall-0.05": 0.69, "recall-0.1": 0.865, "recall-0.15": 0.92, "recall-0.25": 0.965, "recall-0.5": 0.99, "num_labels": 200 }, "hand_finger_pinky_right_2": { "count": 198, "mean": 0.053948, "median": 0.032032, "std": 0.061021, "sem": 0.004348, "min": 0.002421, "max": 0.371323, "recall-0.025": 0.375, "recall-0.05": 0.68, "recall-0.1": 0.855, "recall-0.15": 0.915, "recall-0.25": 0.97, "recall-0.5": 0.99, "num_labels": 200 }, "hand_finger_pinky_right_3": { "count": 197, "mean": 0.053201, "median": 0.030238, "std": 0.060887, "sem": 0.004349, "min": 0.003585, "max": 0.45522, "recall-0.025": 0.4, "recall-0.05": 0.685, "recall-0.1": 0.845, "recall-0.15": 0.915, "recall-0.25": 0.97, "recall-0.5": 0.985, "num_labels": 200 }, "hand_finger_pinky_right_4": { "count": 197, "mean": 0.057422, "median": 0.033099, "std": 0.068692, "sem": 0.004907, "min": 0.00637, "max": 0.481916, "recall-0.025": 0.35, "recall-0.05": 0.67, "recall-0.1": 0.845, "recall-0.15": 0.9, "recall-0.25": 0.96, "recall-0.5": 0.985, "num_labels": 200 }, "hip_middle": { "count": 200, "mean": 0.029453, "median": 0.026452, "std": 0.014213, "sem": 0.001008, "min": 0.00232, "max": 0.070431, "recall-0.025": 0.44, "recall-0.05": 0.875, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "shoulder_middle": { "count": 200, "mean": 0.018994, "median": 0.01728, "std": 0.010081, "sem": 0.000715, "min": 0.000812, "max": 0.049805, "recall-0.025": 0.74, "recall-0.05": 1.0, "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": 0.033163, "median": 0.029328, "std": 0.018893, "sem": 0.001339, "min": 0.004732, "max": 0.105475, "recall-0.025": 0.395, "recall-0.05": 0.815, "recall-0.1": 0.99, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "body_errors": { "body": { "count": 5197, "mean": 0.030187, "median": 0.023862, "std": 0.02596, "sem": 0.001841, "min": 0.00301, "max": 0.189787, "num_labels": 5200 }, "face": { "count": 13596, "mean": 0.04971, "median": 0.040198, "std": 0.035404, "sem": 0.00251, "min": 0.005139, "max": 0.237957, "num_labels": 13600 }, "hand": { "count": 8367, "mean": 0.048156, "median": 0.027426, "std": 0.06001, "sem": 0.004263, "min": 0.00287, "max": 0.385693, "num_labels": 8400 } }, "joint_recalls": { "num_labels": 27200, "recall-0.025": 0.40169, "recall-0.05": 0.70272, "recall-0.1": 0.90963, "recall-0.15": 0.96401, "recall-0.25": 0.98974, "recall-0.5": 0.99853 } } { "total_parts": 2800, "correct_parts": 2790, "pcp": 0.996429 } ``` ### EgoHumans ##### tagging ```json { "img_loading": 0.3528638998667399, "avg_time_2d": 0.04470903873443603, "avg_time_3d": 0.0011984851625230577, "avg_fps": 21.7829217329284 } { "person_nums": { "total_frames": 100, "total_labels": 400, "total_preds": 405, "considered_empty": 0, "valid_preds": 371, "invalid_preds": 34, "missing": 29, "invalid_fraction": 0.08395, "precision": 0.91605, "recall": 0.9275, "f1": 0.92174, "non_empty": 405 }, "mpjpe": { "count": 371, "mean": 0.041029, "median": 0.03212, "std": 0.030237, "sem": 0.001572, "min": 0.014996, "max": 0.294915, "recall-0.025": 0.2075, "recall-0.05": 0.7525, "recall-0.1": 0.8875, "recall-0.15": 0.91, "recall-0.25": 0.9225, "recall-0.5": 0.9275, "num_labels": 400, "ap-0.025": 0.052189, "ap-0.05": 0.655733, "ap-0.1": 0.859266, "ap-0.15": 0.893474, "ap-0.25": 0.906237, "ap-0.5": 0.913812 }, "head": { "count": 371, "mean": 0.043419, "median": 0.038314, "std": 0.027822, "sem": 0.001446, "min": 0.002897, "max": 0.28156, "recall-0.025": 0.2125, "recall-0.05": 0.6175, "recall-0.1": 0.9025, "recall-0.15": 0.9225, "recall-0.25": 0.9225, "recall-0.5": 0.9275, "num_labels": 400 }, "shoulder_left": { "count": 370, "mean": 0.039127, "median": 0.030649, "std": 0.034677, "sem": 0.001805, "min": 0.002987, "max": 0.43717, "recall-0.025": 0.315, "recall-0.05": 0.72, "recall-0.1": 0.895, "recall-0.15": 0.92, "recall-0.25": 0.92, "recall-0.5": 0.925, "num_labels": 400 }, "shoulder_right": { "count": 371, "mean": 0.03898, "median": 0.032612, "std": 0.032755, "sem": 0.001703, "min": 0.005203, "max": 0.320625, "recall-0.025": 0.28, "recall-0.05": 0.7525, "recall-0.1": 0.9025, "recall-0.15": 0.91, "recall-0.25": 0.9225, "recall-0.5": 0.9275, "num_labels": 400 }, "elbow_left": { "count": 371, "mean": 0.031208, "median": 0.025565, "std": 0.031461, "sem": 0.001636, "min": 0.002624, "max": 0.367832, "recall-0.025": 0.4525, "recall-0.05": 0.8475, "recall-0.1": 0.905, "recall-0.15": 0.915, "recall-0.25": 0.92, "recall-0.5": 0.9275, "num_labels": 400 }, "elbow_right": { "count": 370, "mean": 0.037451, "median": 0.030453, "std": 0.030159, "sem": 0.00157, "min": 0.003176, "max": 0.326081, "recall-0.025": 0.325, "recall-0.05": 0.76, "recall-0.1": 0.89, "recall-0.15": 0.9175, "recall-0.25": 0.9225, "recall-0.5": 0.925, "num_labels": 400 }, "wrist_left": { "count": 371, "mean": 0.034956, "median": 0.025268, "std": 0.033028, "sem": 0.001717, "min": 0.003069, "max": 0.30281, "recall-0.025": 0.45, "recall-0.05": 0.785, "recall-0.1": 0.885, "recall-0.15": 0.915, "recall-0.25": 0.9225, "recall-0.5": 0.9275, "num_labels": 400 }, "wrist_right": { "count": 370, "mean": 0.036946, "median": 0.02456, "std": 0.046028, "sem": 0.002396, "min": 0.002426, "max": 0.460223, "recall-0.025": 0.4775, "recall-0.05": 0.7575, "recall-0.1": 0.8775, "recall-0.15": 0.9025, "recall-0.25": 0.9175, "recall-0.5": 0.925, "num_labels": 400 }, "hip_left": { "count": 371, "mean": 0.047198, "median": 0.038562, "std": 0.031126, "sem": 0.001618, "min": 0.003036, "max": 0.158187, "recall-0.025": 0.24, "recall-0.05": 0.6325, "recall-0.1": 0.8475, "recall-0.15": 0.9225, "recall-0.25": 0.9275, "recall-0.5": 0.9275, "num_labels": 400 }, "hip_right": { "count": 371, "mean": 0.046973, "median": 0.036296, "std": 0.036089, "sem": 0.001876, "min": 0.004871, "max": 0.267409, "recall-0.025": 0.235, "recall-0.05": 0.6275, "recall-0.1": 0.8525, "recall-0.15": 0.9025, "recall-0.25": 0.925, "recall-0.5": 0.9275, "num_labels": 400 }, "knee_left": { "count": 371, "mean": 0.029505, "median": 0.02473, "std": 0.021497, "sem": 0.001118, "min": 0.001892, "max": 0.2081, "recall-0.025": 0.4775, "recall-0.05": 0.8325, "recall-0.1": 0.9125, "recall-0.15": 0.925, "recall-0.25": 0.9275, "recall-0.5": 0.9275, "num_labels": 400 }, "knee_right": { "count": 369, "mean": 0.039471, "median": 0.024696, "std": 0.065749, "sem": 0.003427, "min": 0.002502, "max": 0.485122, "recall-0.025": 0.4725, "recall-0.05": 0.81, "recall-0.1": 0.885, "recall-0.15": 0.89, "recall-0.25": 0.8925, "recall-0.5": 0.9225, "num_labels": 400 }, "ankle_left": { "count": 370, "mean": 0.037307, "median": 0.025284, "std": 0.050685, "sem": 0.002639, "min": 0.002673, "max": 0.476034, "recall-0.025": 0.45, "recall-0.05": 0.765, "recall-0.1": 0.885, "recall-0.15": 0.905, "recall-0.25": 0.915, "recall-0.5": 0.925, "num_labels": 400 }, "ankle_right": { "count": 362, "mean": 0.046193, "median": 0.030038, "std": 0.050436, "sem": 0.002655, "min": 0.002157, "max": 0.393281, "recall-0.025": 0.3825, "recall-0.05": 0.65, "recall-0.1": 0.8175, "recall-0.15": 0.865, "recall-0.25": 0.8925, "recall-0.5": 0.905, "num_labels": 400 }, "joint_recalls": { "num_labels": 5200, "recall-0.025": 0.36692, "recall-0.05": 0.73481, "recall-0.1": 0.88135, "recall-0.15": 0.90865, "recall-0.25": 0.9175, "recall-0.5": 0.92462 } } { "total_parts": 5600, "correct_parts": 5107, "pcp": 0.911964 } ``` ##### legoassemble ```json { "img_loading": 0.2947925146635588, "avg_time_2d": 0.0422386156546103, "avg_time_3d": 0.0009064566981685055, "avg_fps": 23.177617870783198 } { "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": 0.02595, "median": 0.025003, "std": 0.007261, "sem": 0.000382, "min": 0.012176, "max": 0.052961, "recall-0.025": 0.498623, "recall-0.05": 0.99449, "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": 0.281383, "ap-0.05": 0.993396, "ap-0.1": 1.0, "ap-0.15": 1.0, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "head": { "count": 363, "mean": 0.028099, "median": 0.023086, "std": 0.017182, "sem": 0.000903, "min": 0.002102, "max": 0.098073, "recall-0.025": 0.534435, "recall-0.05": 0.884298, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "shoulder_left": { "count": 363, "mean": 0.027054, "median": 0.021728, "std": 0.020627, "sem": 0.001084, "min": 0.002837, "max": 0.160499, "recall-0.025": 0.586777, "recall-0.05": 0.900826, "recall-0.1": 0.980716, "recall-0.15": 0.997245, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "shoulder_right": { "count": 363, "mean": 0.023748, "median": 0.021035, "std": 0.013446, "sem": 0.000707, "min": 0.003516, "max": 0.101881, "recall-0.025": 0.600551, "recall-0.05": 0.958678, "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": 0.022266, "median": 0.019049, "std": 0.014795, "sem": 0.000778, "min": 0.003514, "max": 0.194458, "recall-0.025": 0.702479, "recall-0.05": 0.961433, "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": 0.018467, "median": 0.016303, "std": 0.010228, "sem": 0.000538, "min": 0.001717, "max": 0.084792, "recall-0.025": 0.798898, "recall-0.05": 0.988981, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "wrist_left": { "count": 363, "mean": 0.024304, "median": 0.018879, "std": 0.024223, "sem": 0.001273, "min": 0.001556, "max": 0.240021, "recall-0.025": 0.674931, "recall-0.05": 0.942149, "recall-0.1": 0.986226, "recall-0.15": 0.991736, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "wrist_right": { "count": 363, "mean": 0.019756, "median": 0.017616, "std": 0.011931, "sem": 0.000627, "min": 0.001127, "max": 0.089718, "recall-0.025": 0.77686, "recall-0.05": 0.972452, "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": 0.031364, "median": 0.026845, "std": 0.017668, "sem": 0.000929, "min": 0.004869, "max": 0.123913, "recall-0.025": 0.429752, "recall-0.05": 0.848485, "recall-0.1": 0.997245, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "hip_right": { "count": 363, "mean": 0.031909, "median": 0.029546, "std": 0.017146, "sem": 0.000901, "min": 0.002958, "max": 0.115878, "recall-0.025": 0.371901, "recall-0.05": 0.887052, "recall-0.1": 0.988981, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "knee_left": { "count": 363, "mean": 0.028369, "median": 0.020181, "std": 0.023944, "sem": 0.001258, "min": 0.001137, "max": 0.126999, "recall-0.025": 0.62259, "recall-0.05": 0.865014, "recall-0.1": 0.972452, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "knee_right": { "count": 363, "mean": 0.023918, "median": 0.020759, "std": 0.013267, "sem": 0.000697, "min": 0.002183, "max": 0.065309, "recall-0.025": 0.595041, "recall-0.05": 0.947658, "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": 0.029342, "median": 0.023488, "std": 0.022035, "sem": 0.001158, "min": 0.001711, "max": 0.174059, "recall-0.025": 0.528926, "recall-0.05": 0.881543, "recall-0.1": 0.980716, "recall-0.15": 0.997245, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "ankle_right": { "count": 363, "mean": 0.02875, "median": 0.021545, "std": 0.024745, "sem": 0.001301, "min": 0.000888, "max": 0.21264, "recall-0.025": 0.581267, "recall-0.05": 0.870523, "recall-0.1": 0.969697, "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": 0.59886, "recall-0.05": 0.91524, "recall-0.1": 0.98898, "recall-0.15": 0.99767, "recall-0.25": 1.0, "recall-0.5": 1.0 } } { "total_parts": 5082, "correct_parts": 5081, "pcp": 0.999803 } ``` ##### fencing ```json { "img_loading": 0.3155306088618743, "avg_time_2d": 0.04939531515806149, "avg_time_3d": 0.001269202965956468, "avg_fps": 19.737679090368005 } { "person_nums": { "total_frames": 166, "total_labels": 332, "total_preds": 663, "considered_empty": 0, "valid_preds": 332, "invalid_preds": 331, "missing": 0, "invalid_fraction": 0.49925, "precision": 0.50075, "recall": 1.0, "f1": 0.66734, "non_empty": 663 }, "mpjpe": { "count": 332, "mean": 0.024288, "median": 0.021073, "std": 0.008508, "sem": 0.000468, "min": 0.011237, "max": 0.054953, "recall-0.025": 0.644578, "recall-0.05": 0.98494, "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": 0.360242, "ap-0.05": 0.643176, "ap-0.1": 0.673112, "ap-0.15": 0.673112, "ap-0.25": 0.673112, "ap-0.5": 0.673112 }, "head": { "count": 332, "mean": 0.040173, "median": 0.040328, "std": 0.019975, "sem": 0.001098, "min": 0.003561, "max": 0.105944, "recall-0.025": 0.277108, "recall-0.05": 0.683735, "recall-0.1": 0.996988, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "shoulder_left": { "count": 332, "mean": 0.02351, "median": 0.020707, "std": 0.013028, "sem": 0.000716, "min": 0.002917, "max": 0.079813, "recall-0.025": 0.692771, "recall-0.05": 0.948795, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "shoulder_right": { "count": 332, "mean": 0.028153, "median": 0.020467, "std": 0.021551, "sem": 0.001185, "min": 0.003312, "max": 0.136505, "recall-0.025": 0.641566, "recall-0.05": 0.864458, "recall-0.1": 0.993976, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "elbow_left": { "count": 332, "mean": 0.019389, "median": 0.01612, "std": 0.010839, "sem": 0.000596, "min": 0.002353, "max": 0.071358, "recall-0.025": 0.743976, "recall-0.05": 0.981928, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "elbow_right": { "count": 332, "mean": 0.023058, "median": 0.018475, "std": 0.016123, "sem": 0.000886, "min": 0.002197, "max": 0.116703, "recall-0.025": 0.707831, "recall-0.05": 0.927711, "recall-0.1": 0.996988, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "wrist_left": { "count": 332, "mean": 0.019662, "median": 0.013027, "std": 0.018692, "sem": 0.001027, "min": 0.001182, "max": 0.119575, "recall-0.025": 0.771084, "recall-0.05": 0.927711, "recall-0.1": 0.987952, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "wrist_right": { "count": 332, "mean": 0.026947, "median": 0.020307, "std": 0.02218, "sem": 0.001219, "min": 0.003224, "max": 0.178388, "recall-0.025": 0.641566, "recall-0.05": 0.888554, "recall-0.1": 0.981928, "recall-0.15": 0.993976, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "hip_left": { "count": 332, "mean": 0.028906, "median": 0.024366, "std": 0.016605, "sem": 0.000913, "min": 0.003937, "max": 0.119293, "recall-0.025": 0.527108, "recall-0.05": 0.912651, "recall-0.1": 0.996988, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "hip_right": { "count": 332, "mean": 0.029657, "median": 0.026777, "std": 0.015822, "sem": 0.00087, "min": 0.001441, "max": 0.105738, "recall-0.025": 0.451807, "recall-0.05": 0.915663, "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": 0.020668, "median": 0.015671, "std": 0.015292, "sem": 0.000841, "min": 0.001365, "max": 0.09652, "recall-0.025": 0.771084, "recall-0.05": 0.927711, "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": 0.019246, "median": 0.013336, "std": 0.015752, "sem": 0.000866, "min": 0.00138, "max": 0.104555, "recall-0.025": 0.740964, "recall-0.05": 0.945783, "recall-0.1": 0.993976, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "ankle_left": { "count": 332, "mean": 0.013814, "median": 0.011383, "std": 0.00973, "sem": 0.000535, "min": 0.000844, "max": 0.060583, "recall-0.025": 0.891566, "recall-0.05": 0.990964, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "ankle_right": { "count": 332, "mean": 0.022564, "median": 0.020028, "std": 0.013416, "sem": 0.000737, "min": 0.003082, "max": 0.105125, "recall-0.025": 0.777108, "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 }, "joint_recalls": { "num_labels": 4316, "recall-0.025": 0.66172, "recall-0.05": 0.91219, "recall-0.1": 0.9949, "recall-0.15": 0.99954, "recall-0.25": 1.0, "recall-0.5": 1.0 } } { "total_parts": 4648, "correct_parts": 4648, "pcp": 1.0 } ``` ##### basketball ```json { "img_loading": 0.32563793182373046, "avg_time_2d": 0.04618632316589356, "avg_time_3d": 0.001581103801727295, "avg_fps": 20.934767968093613 } { "person_nums": { "total_frames": 110, "total_labels": 330, "total_preds": 485, "considered_empty": 0, "valid_preds": 330, "invalid_preds": 155, "missing": 0, "invalid_fraction": 0.31959, "precision": 0.68041, "recall": 1.0, "f1": 0.80982, "non_empty": 485 }, "mpjpe": { "count": 330, "mean": 0.042084, "median": 0.038648, "std": 0.015229, "sem": 0.00084, "min": 0.018403, "max": 0.104468, "recall-0.025": 0.072727, "recall-0.05": 0.712121, "recall-0.1": 0.99697, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330, "ap-0.025": 0.008937, "ap-0.05": 0.431966, "ap-0.1": 0.711422, "ap-0.15": 0.71587, "ap-0.25": 0.71587, "ap-0.5": 0.71587 }, "head": { "count": 330, "mean": 0.048769, "median": 0.042695, "std": 0.027472, "sem": 0.001515, "min": 0.004423, "max": 0.146109, "recall-0.025": 0.2, "recall-0.05": 0.6, "recall-0.1": 0.939394, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330 }, "shoulder_left": { "count": 330, "mean": 0.04732, "median": 0.043445, "std": 0.024772, "sem": 0.001366, "min": 0.006539, "max": 0.151431, "recall-0.025": 0.148485, "recall-0.05": 0.627273, "recall-0.1": 0.966667, "recall-0.15": 0.99697, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330 }, "shoulder_right": { "count": 330, "mean": 0.042601, "median": 0.037662, "std": 0.023642, "sem": 0.001303, "min": 0.004466, "max": 0.130442, "recall-0.025": 0.218182, "recall-0.05": 0.742424, "recall-0.1": 0.957576, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330 }, "elbow_left": { "count": 330, "mean": 0.046934, "median": 0.040257, "std": 0.027814, "sem": 0.001533, "min": 0.004532, "max": 0.173743, "recall-0.025": 0.239394, "recall-0.05": 0.630303, "recall-0.1": 0.942424, "recall-0.15": 0.993939, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330 }, "elbow_right": { "count": 330, "mean": 0.04471, "median": 0.037929, "std": 0.027937, "sem": 0.00154, "min": 0.002027, "max": 0.215256, "recall-0.025": 0.251515, "recall-0.05": 0.660606, "recall-0.1": 0.951515, "recall-0.15": 0.990909, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330 }, "wrist_left": { "count": 330, "mean": 0.049567, "median": 0.041124, "std": 0.039975, "sem": 0.002204, "min": 0.001161, "max": 0.432777, "recall-0.025": 0.254545, "recall-0.05": 0.606061, "recall-0.1": 0.936364, "recall-0.15": 0.984848, "recall-0.25": 0.990909, "recall-0.5": 1.0, "num_labels": 330 }, "wrist_right": { "count": 330, "mean": 0.050431, "median": 0.043957, "std": 0.032647, "sem": 0.0018, "min": 0.005004, "max": 0.255669, "recall-0.025": 0.181818, "recall-0.05": 0.59697, "recall-0.1": 0.927273, "recall-0.15": 0.984848, "recall-0.25": 0.99697, "recall-0.5": 1.0, "num_labels": 330 }, "hip_left": { "count": 330, "mean": 0.043482, "median": 0.039062, "std": 0.023344, "sem": 0.001287, "min": 0.005276, "max": 0.161056, "recall-0.025": 0.2, "recall-0.05": 0.687879, "recall-0.1": 0.972727, "recall-0.15": 0.99697, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330 }, "hip_right": { "count": 330, "mean": 0.041775, "median": 0.038303, "std": 0.022906, "sem": 0.001263, "min": 0.003252, "max": 0.138516, "recall-0.025": 0.263636, "recall-0.05": 0.657576, "recall-0.1": 0.987879, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330 }, "knee_left": { "count": 330, "mean": 0.034029, "median": 0.030365, "std": 0.01994, "sem": 0.001099, "min": 0.003464, "max": 0.111822, "recall-0.025": 0.4, "recall-0.05": 0.8, "recall-0.1": 0.990909, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330 }, "knee_right": { "count": 330, "mean": 0.034106, "median": 0.028375, "std": 0.020734, "sem": 0.001143, "min": 0.0005, "max": 0.114381, "recall-0.025": 0.412121, "recall-0.05": 0.815152, "recall-0.1": 0.987879, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330 }, "ankle_left": { "count": 330, "mean": 0.032258, "median": 0.02488, "std": 0.024517, "sem": 0.001352, "min": 0.004647, "max": 0.177678, "recall-0.025": 0.509091, "recall-0.05": 0.833333, "recall-0.1": 0.975758, "recall-0.15": 0.990909, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330 }, "ankle_right": { "count": 330, "mean": 0.031109, "median": 0.026753, "std": 0.01945, "sem": 0.001072, "min": 0.001937, "max": 0.130621, "recall-0.025": 0.454545, "recall-0.05": 0.854545, "recall-0.1": 0.984848, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330 }, "joint_recalls": { "num_labels": 4290, "recall-0.025": 0.28578, "recall-0.05": 0.69977, "recall-0.1": 0.962, "recall-0.15": 0.99417, "recall-0.25": 0.99883, "recall-0.5": 1.0 } } { "total_parts": 4620, "correct_parts": 4601, "pcp": 0.995887 } ``` ##### volleyball ```json { "img_loading": 0.48654386589119025, "avg_time_2d": 0.07935880325935982, "avg_time_3d": 0.0037131373946731154, "avg_fps": 12.037758984885981 } { "person_nums": { "total_frames": 121, "total_labels": 484, "total_preds": 530, "considered_empty": 0, "valid_preds": 483, "invalid_preds": 47, "missing": 1, "invalid_fraction": 0.08868, "precision": 0.91132, "recall": 0.99793, "f1": 0.95266, "non_empty": 530 }, "mpjpe": { "count": 483, "mean": 0.031818, "median": 0.029447, "std": 0.011896, "sem": 0.000542, "min": 0.013382, "max": 0.119972, "recall-0.025": 0.322314, "recall-0.05": 0.919421, "recall-0.1": 0.995868, "recall-0.15": 0.997934, "recall-0.25": 0.997934, "recall-0.5": 0.997934, "num_labels": 484, "ap-0.025": 0.10999, "ap-0.05": 0.837043, "ap-0.1": 0.968553, "ap-0.15": 0.972124, "ap-0.25": 0.972124, "ap-0.5": 0.972124 }, "head": { "count": 483, "mean": 0.03173, "median": 0.027192, "std": 0.020372, "sem": 0.000928, "min": 0.004537, "max": 0.206998, "recall-0.025": 0.448347, "recall-0.05": 0.826446, "recall-0.1": 0.995868, "recall-0.15": 0.995868, "recall-0.25": 0.997934, "recall-0.5": 0.997934, "num_labels": 484 }, "shoulder_left": { "count": 483, "mean": 0.031043, "median": 0.02792, "std": 0.017327, "sem": 0.000789, "min": 0.004698, "max": 0.10187, "recall-0.025": 0.43595, "recall-0.05": 0.869835, "recall-0.1": 0.995868, "recall-0.15": 0.997934, "recall-0.25": 0.997934, "recall-0.5": 0.997934, "num_labels": 484 }, "shoulder_right": { "count": 483, "mean": 0.031959, "median": 0.026932, "std": 0.021641, "sem": 0.000986, "min": 0.00173, "max": 0.169613, "recall-0.025": 0.466942, "recall-0.05": 0.822314, "recall-0.1": 0.989669, "recall-0.15": 0.995868, "recall-0.25": 0.997934, "recall-0.5": 0.997934, "num_labels": 484 }, "elbow_left": { "count": 483, "mean": 0.03352, "median": 0.028175, "std": 0.021696, "sem": 0.000988, "min": 0.00267, "max": 0.237151, "recall-0.025": 0.390496, "recall-0.05": 0.838843, "recall-0.1": 0.985537, "recall-0.15": 0.993802, "recall-0.25": 0.997934, "recall-0.5": 0.997934, "num_labels": 484 }, "elbow_right": { "count": 483, "mean": 0.035427, "median": 0.028172, "std": 0.028765, "sem": 0.00131, "min": 0.004364, "max": 0.39176, "recall-0.025": 0.419421, "recall-0.05": 0.818182, "recall-0.1": 0.964876, "recall-0.15": 0.993802, "recall-0.25": 0.995868, "recall-0.5": 0.997934, "num_labels": 484 }, "wrist_left": { "count": 483, "mean": 0.039931, "median": 0.03297, "std": 0.029386, "sem": 0.001339, "min": 0.004046, "max": 0.24029, "recall-0.025": 0.326446, "recall-0.05": 0.758264, "recall-0.1": 0.956612, "recall-0.15": 0.983471, "recall-0.25": 0.997934, "recall-0.5": 0.997934, "num_labels": 484 }, "wrist_right": { "count": 482, "mean": 0.039199, "median": 0.030247, "std": 0.030422, "sem": 0.001387, "min": 0.005115, "max": 0.287231, "recall-0.025": 0.355372, "recall-0.05": 0.772727, "recall-0.1": 0.956612, "recall-0.15": 0.987603, "recall-0.25": 0.993802, "recall-0.5": 0.995868, "num_labels": 484 }, "hip_left": { "count": 483, "mean": 0.03733, "median": 0.033414, "std": 0.019106, "sem": 0.00087, "min": 0.003062, "max": 0.130989, "recall-0.025": 0.278926, "recall-0.05": 0.807851, "recall-0.1": 0.983471, "recall-0.15": 0.997934, "recall-0.25": 0.997934, "recall-0.5": 0.997934, "num_labels": 484 }, "hip_right": { "count": 483, "mean": 0.038573, "median": 0.032167, "std": 0.024761, "sem": 0.001128, "min": 0.004596, "max": 0.143812, "recall-0.025": 0.328512, "recall-0.05": 0.758264, "recall-0.1": 0.958678, "recall-0.15": 0.997934, "recall-0.25": 0.997934, "recall-0.5": 0.997934, "num_labels": 484 }, "knee_left": { "count": 483, "mean": 0.022775, "median": 0.018507, "std": 0.016274, "sem": 0.000741, "min": 0.001114, "max": 0.172537, "recall-0.025": 0.679752, "recall-0.05": 0.948347, "recall-0.1": 0.993802, "recall-0.15": 0.993802, "recall-0.25": 0.997934, "recall-0.5": 0.997934, "num_labels": 484 }, "knee_right": { "count": 483, "mean": 0.025145, "median": 0.021325, "std": 0.017533, "sem": 0.000799, "min": 0.002353, "max": 0.193683, "recall-0.025": 0.617769, "recall-0.05": 0.909091, "recall-0.1": 0.995868, "recall-0.15": 0.995868, "recall-0.25": 0.997934, "recall-0.5": 0.997934, "num_labels": 484 }, "ankle_left": { "count": 483, "mean": 0.022818, "median": 0.018501, "std": 0.016028, "sem": 0.00073, "min": 0.001942, "max": 0.181252, "recall-0.025": 0.665289, "recall-0.05": 0.942149, "recall-0.1": 0.993802, "recall-0.15": 0.995868, "recall-0.25": 0.997934, "recall-0.5": 0.997934, "num_labels": 484 }, "ankle_right": { "count": 483, "mean": 0.023208, "median": 0.019677, "std": 0.014591, "sem": 0.000665, "min": 0.002229, "max": 0.095445, "recall-0.025": 0.669421, "recall-0.05": 0.931818, "recall-0.1": 0.997934, "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": 0.46647, "recall-0.05": 0.8452, "recall-0.1": 0.98156, "recall-0.15": 0.99412, "recall-0.25": 0.99746, "recall-0.5": 0.99777 } } { "total_parts": 6776, "correct_parts": 6751, "pcp": 0.996311 } ``` ##### badminton ```json { "img_loading": 0.5080458442599787, "avg_time_2d": 0.0721634302525162, "avg_time_3d": 0.002479799910087806, "avg_fps": 13.397062236207946 } { "person_nums": { "total_frames": 183, "total_labels": 732, "total_preds": 790, "considered_empty": 0, "valid_preds": 732, "invalid_preds": 58, "missing": 0, "invalid_fraction": 0.07342, "precision": 0.92658, "recall": 1.0, "f1": 0.96189, "non_empty": 790 }, "mpjpe": { "count": 732, "mean": 0.027482, "median": 0.025794, "std": 0.008978, "sem": 0.000332, "min": 0.009846, "max": 0.093983, "recall-0.025": 0.464481, "recall-0.05": 0.972678, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732, "ap-0.025": 0.239937, "ap-0.05": 0.950439, "ap-0.1": 0.999871, "ap-0.15": 0.999871, "ap-0.25": 0.999871, "ap-0.5": 0.999871 }, "head": { "count": 732, "mean": 0.031151, "median": 0.025369, "std": 0.022388, "sem": 0.000828, "min": 0.00169, "max": 0.243514, "recall-0.025": 0.494536, "recall-0.05": 0.856557, "recall-0.1": 0.987705, "recall-0.15": 0.995902, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "shoulder_left": { "count": 732, "mean": 0.03507, "median": 0.030037, "std": 0.022946, "sem": 0.000849, "min": 0.003794, "max": 0.179254, "recall-0.025": 0.377049, "recall-0.05": 0.831967, "recall-0.1": 0.972678, "recall-0.15": 0.997268, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "shoulder_right": { "count": 732, "mean": 0.029908, "median": 0.025489, "std": 0.018222, "sem": 0.000674, "min": 0.002216, "max": 0.134316, "recall-0.025": 0.486339, "recall-0.05": 0.879781, "recall-0.1": 0.993169, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "elbow_left": { "count": 732, "mean": 0.027185, "median": 0.022875, "std": 0.017851, "sem": 0.00066, "min": 0.002339, "max": 0.15206, "recall-0.025": 0.580601, "recall-0.05": 0.903005, "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": 732, "mean": 0.027453, "median": 0.022125, "std": 0.01889, "sem": 0.000699, "min": 0.001685, "max": 0.148754, "recall-0.025": 0.576503, "recall-0.05": 0.881148, "recall-0.1": 0.994536, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "wrist_left": { "count": 732, "mean": 0.030291, "median": 0.02476, "std": 0.023108, "sem": 0.000855, "min": 0.003002, "max": 0.242479, "recall-0.025": 0.508197, "recall-0.05": 0.881148, "recall-0.1": 0.980874, "recall-0.15": 0.997268, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "wrist_right": { "count": 732, "mean": 0.032177, "median": 0.025579, "std": 0.022784, "sem": 0.000843, "min": 0.003181, "max": 0.201203, "recall-0.025": 0.48224, "recall-0.05": 0.848361, "recall-0.1": 0.986339, "recall-0.15": 0.995902, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "hip_left": { "count": 732, "mean": 0.029042, "median": 0.027561, "std": 0.014743, "sem": 0.000545, "min": 0.002095, "max": 0.142802, "recall-0.025": 0.431694, "recall-0.05": 0.916667, "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": 0.02831, "median": 0.026033, "std": 0.013968, "sem": 0.000517, "min": 0.003467, "max": 0.09437, "recall-0.025": 0.464481, "recall-0.05": 0.931694, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "knee_left": { "count": 732, "mean": 0.019585, "median": 0.018314, "std": 0.009514, "sem": 0.000352, "min": 0.002117, "max": 0.07224, "recall-0.025": 0.795082, "recall-0.05": 0.987705, "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": 0.022957, "median": 0.020533, "std": 0.012582, "sem": 0.000465, "min": 0.00129, "max": 0.092388, "recall-0.025": 0.65847, "recall-0.05": 0.956284, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "ankle_left": { "count": 732, "mean": 0.021423, "median": 0.0198, "std": 0.011635, "sem": 0.00043, "min": 0.000537, "max": 0.091134, "recall-0.025": 0.68306, "recall-0.05": 0.976776, "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": 0.022716, "median": 0.020516, "std": 0.011964, "sem": 0.000442, "min": 0.00268, "max": 0.086346, "recall-0.025": 0.644809, "recall-0.05": 0.968579, "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": 0.55212, "recall-0.05": 0.90858, "recall-0.1": 0.99233, "recall-0.15": 0.99884, "recall-0.25": 1.0, "recall-0.5": 1.0 } } { "total_parts": 10248, "correct_parts": 10237, "pcp": 0.998927 } ``` ##### tennis ```json { "img_loading": 0.7245951409925494, "avg_time_2d": 0.09512041047302602, "avg_time_3d": 0.002043061786227756, "avg_fps": 10.2919335502109 } { "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": 0.023644, "median": 0.022255, "std": 0.009435, "sem": 0.000497, "min": 0.012188, "max": 0.126226, "recall-0.025": 0.690608, "recall-0.05": 0.983425, "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": 0.572774, "ap-0.05": 0.983156, "ap-0.1": 0.997169, "ap-0.15": 1.0, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "head": { "count": 362, "mean": 0.036626, "median": 0.036248, "std": 0.015805, "sem": 0.000832, "min": 0.002253, "max": 0.120652, "recall-0.025": 0.21547, "recall-0.05": 0.856354, "recall-0.1": 0.994475, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362 }, "shoulder_left": { "count": 362, "mean": 0.023775, "median": 0.020648, "std": 0.01403, "sem": 0.000738, "min": 0.002847, "max": 0.088362, "recall-0.025": 0.627072, "recall-0.05": 0.947514, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362 }, "shoulder_right": { "count": 362, "mean": 0.02824, "median": 0.02531, "std": 0.015051, "sem": 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