# Evaluation Results Results of the model in various experiments on different datasets. ### Human36m ```json { "avg_time_2d": 0.009281002464940992, "avg_time_3d": 0.00031142558081675384, "avg_fps": 104.24889248371795 } { "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": 0.066564, "median": 0.05836, "std": 0.028051, "sem": 0.001146, "min": 0.043283, "max": 0.190505, "recall-0.025": 0.0, "recall-0.05": 0.06, "recall-0.1": 0.931667, "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": 0.005904, "ap-0.1": 0.88884, "ap-0.15": 0.912818, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "nose": { "count": 600, "mean": 0.113269, "median": 0.097949, "std": 0.041516, "sem": 0.001696, "min": 0.030433, "max": 0.295413, "recall-0.025": 0.0, "recall-0.05": 0.01, "recall-0.1": 0.521667, "recall-0.15": 0.821667, "recall-0.25": 0.993333, "recall-0.5": 1.0, "num_labels": 600 }, "shoulder_left": { "count": 600, "mean": 0.034321, "median": 0.025349, "std": 0.032202, "sem": 0.001316, "min": 0.002801, "max": 0.182024, "recall-0.025": 0.49, "recall-0.05": 0.856667, "recall-0.1": 0.945, "recall-0.15": 0.965, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "shoulder_right": { "count": 600, "mean": 0.046987, "median": 0.033798, "std": 0.041045, "sem": 0.001677, "min": 0.003907, "max": 0.249492, "recall-0.025": 0.22, "recall-0.05": 0.773333, "recall-0.1": 0.923333, "recall-0.15": 0.943333, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "elbow_left": { "count": 600, "mean": 0.042771, "median": 0.034443, "std": 0.034408, "sem": 0.001406, "min": 0.002812, "max": 0.194372, "recall-0.025": 0.25, "recall-0.05": 0.805, "recall-0.1": 0.945, "recall-0.15": 0.958333, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "elbow_right": { "count": 600, "mean": 0.044192, "median": 0.03208, "std": 0.037392, "sem": 0.001528, "min": 0.006571, "max": 0.342018, "recall-0.025": 0.231667, "recall-0.05": 0.79, "recall-0.1": 0.926667, "recall-0.15": 0.945, "recall-0.25": 0.996667, "recall-0.5": 1.0, "num_labels": 600 }, "wrist_left": { "count": 600, "mean": 0.042137, "median": 0.023445, "std": 0.047176, "sem": 0.001928, "min": 0.002601, "max": 0.32204, "recall-0.025": 0.533333, "recall-0.05": 0.748333, "recall-0.1": 0.891667, "recall-0.15": 0.926667, "recall-0.25": 0.998333, "recall-0.5": 1.0, "num_labels": 600 }, "wrist_right": { "count": 597, "mean": 0.046115, "median": 0.027472, "std": 0.053855, "sem": 0.002206, "min": 0.002569, "max": 0.482775, "recall-0.025": 0.455, "recall-0.05": 0.748333, "recall-0.1": 0.888333, "recall-0.15": 0.898333, "recall-0.25": 0.991667, "recall-0.5": 0.995, "num_labels": 600 }, "hip_left": { "count": 600, "mean": 0.089983, "median": 0.086035, "std": 0.033001, "sem": 0.001348, "min": 0.010666, "max": 0.237121, "recall-0.025": 0.008333, "recall-0.05": 0.041667, "recall-0.1": 0.808333, "recall-0.15": 0.951667, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "hip_right": { "count": 600, "mean": 0.113405, "median": 0.111782, "std": 0.026025, "sem": 0.001063, "min": 0.040386, "max": 0.235156, "recall-0.025": 0.0, "recall-0.05": 0.011667, "recall-0.1": 0.236667, "recall-0.15": 0.946667, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "knee_left": { "count": 600, "mean": 0.059449, "median": 0.04496, "std": 0.056659, "sem": 0.002315, "min": 0.017049, "max": 0.40245, "recall-0.025": 0.041667, "recall-0.05": 0.593333, "recall-0.1": 0.921667, "recall-0.15": 0.93, "recall-0.25": 0.981667, "recall-0.5": 1.0, "num_labels": 600 }, "knee_right": { "count": 600, "mean": 0.05269, "median": 0.043861, "std": 0.037853, "sem": 0.001547, "min": 0.01358, "max": 0.250648, "recall-0.025": 0.036667, "recall-0.05": 0.74, "recall-0.1": 0.933333, "recall-0.15": 0.936667, "recall-0.25": 0.998333, "recall-0.5": 1.0, "num_labels": 600 }, "ankle_left": { "count": 597, "mean": 0.095195, "median": 0.084927, "std": 0.047605, "sem": 0.00195, "min": 0.046243, "max": 0.497966, "recall-0.025": 0.0, "recall-0.05": 0.001667, "recall-0.1": 0.84, "recall-0.15": 0.94, "recall-0.25": 0.98, "recall-0.5": 0.995, "num_labels": 600 }, "ankle_right": { "count": 600, "mean": 0.080212, "median": 0.068059, "std": 0.047808, "sem": 0.001953, "min": 0.032293, "max": 0.453794, "recall-0.025": 0.0, "recall-0.05": 0.026667, "recall-0.1": 0.905, "recall-0.15": 0.925, "recall-0.25": 0.988333, "recall-0.5": 1.0, "num_labels": 600 }, "joint_recalls": { "num_labels": 7800, "recall-0.025": 0.1741, "recall-0.05": 0.47231, "recall-0.1": 0.82154, "recall-0.15": 0.92949, "recall-0.25": 0.99397, "recall-0.5": 0.99923 } } { "total_parts": 8400, "correct_parts": 8094, "pcp": 0.963571 } ``` ### Shelf ```json { "avg_time_2d": 0.025720739692347155, "avg_time_3d": 0.0007782072545736516, "avg_fps": 37.737348657781304 } { "person_nums": { "total_frames": 301, "total_labels": 477, "total_preds": 828, "considered_empty": 0, "valid_preds": 477, "invalid_preds": 351, "missing": 0, "invalid_fraction": 0.42391, "precision": 0.57609, "recall": 1.0, "f1": 0.73103, "non_empty": 828 }, "mpjpe": { "count": 477, "mean": 0.048363, "median": 0.043254, "std": 0.014966, "sem": 0.000686, "min": 0.028857, "max": 0.115145, "recall-0.025": 0.0, "recall-0.05": 0.689727, "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": 0.36895, "ap-0.1": 0.701837, "ap-0.15": 0.712076, "ap-0.25": 0.712076, "ap-0.5": 0.712076 }, "head": { "count": 477, "mean": 0.053754, "median": 0.050005, "std": 0.024723, "sem": 0.001133, "min": 0.006821, "max": 0.180711, "recall-0.025": 0.077568, "recall-0.05": 0.498952, "recall-0.1": 0.939203, "recall-0.15": 0.997904, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "shoulder_left": { "count": 477, "mean": 0.043087, "median": 0.038111, "std": 0.020649, "sem": 0.000946, "min": 0.003582, "max": 0.154806, "recall-0.025": 0.155136, "recall-0.05": 0.721174, "recall-0.1": 0.987421, "recall-0.15": 0.997904, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "shoulder_right": { "count": 477, "mean": 0.050634, "median": 0.047764, "std": 0.024316, "sem": 0.001115, "min": 0.006442, "max": 0.16236, "recall-0.025": 0.111111, "recall-0.05": 0.526205, "recall-0.1": 0.951782, "recall-0.15": 0.997904, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "elbow_left": { "count": 477, "mean": 0.041879, "median": 0.03294, "std": 0.029247, "sem": 0.001341, "min": 0.004935, "max": 0.32041, "recall-0.025": 0.280922, "recall-0.05": 0.733753, "recall-0.1": 0.953878, "recall-0.15": 0.995807, "recall-0.25": 0.997904, "recall-0.5": 1.0, "num_labels": 477 }, "elbow_right": { "count": 477, "mean": 0.05292, "median": 0.044952, "std": 0.0411, "sem": 0.001884, "min": 0.001458, "max": 0.243877, "recall-0.025": 0.264151, "recall-0.05": 0.557652, "recall-0.1": 0.90566, "recall-0.15": 0.958071, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "wrist_left": { "count": 477, "mean": 0.06003, "median": 0.052808, "std": 0.039768, "sem": 0.001823, "min": 0.008619, "max": 0.326556, "recall-0.025": 0.129979, "recall-0.05": 0.436059, "recall-0.1": 0.907757, "recall-0.15": 0.964361, "recall-0.25": 0.989518, "recall-0.5": 1.0, "num_labels": 477 }, "wrist_right": { "count": 477, "mean": 0.059214, "median": 0.054442, "std": 0.033352, "sem": 0.001529, "min": 0.007306, "max": 0.362927, "recall-0.025": 0.102725, "recall-0.05": 0.42348, "recall-0.1": 0.909853, "recall-0.15": 0.981132, "recall-0.25": 0.997904, "recall-0.5": 1.0, "num_labels": 477 }, "hip_left": { "count": 477, "mean": 0.048916, "median": 0.04267, "std": 0.02644, "sem": 0.001212, "min": 0.008106, "max": 0.140729, "recall-0.025": 0.174004, "recall-0.05": 0.597484, "recall-0.1": 0.953878, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "hip_right": { "count": 477, "mean": 0.059511, "median": 0.057006, "std": 0.025342, "sem": 0.001162, "min": 0.002541, "max": 0.163207, "recall-0.025": 0.085954, "recall-0.05": 0.341719, "recall-0.1": 0.93501, "recall-0.15": 0.997904, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "knee_left": { "count": 477, "mean": 0.041094, "median": 0.038775, "std": 0.024729, "sem": 0.001133, "min": 0.003901, "max": 0.195774, "recall-0.025": 0.249476, "recall-0.05": 0.733753, "recall-0.1": 0.974843, "recall-0.15": 0.989518, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "knee_right": { "count": 477, "mean": 0.039762, "median": 0.035645, "std": 0.023311, "sem": 0.001068, "min": 0.005335, "max": 0.191021, "recall-0.025": 0.312369, "recall-0.05": 0.706499, "recall-0.1": 0.981132, "recall-0.15": 0.997904, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "ankle_left": { "count": 477, "mean": 0.036697, "median": 0.028189, "std": 0.031601, "sem": 0.001448, "min": 0.00396, "max": 0.233662, "recall-0.025": 0.436059, "recall-0.05": 0.813417, "recall-0.1": 0.943396, "recall-0.15": 0.983229, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "ankle_right": { "count": 477, "mean": 0.041215, "median": 0.03085, "std": 0.037902, "sem": 0.001737, "min": 0.002008, "max": 0.269991, "recall-0.025": 0.314465, "recall-0.05": 0.800839, "recall-0.1": 0.922432, "recall-0.15": 0.968553, "recall-0.25": 0.997904, "recall-0.5": 1.0, "num_labels": 477 }, "joint_recalls": { "num_labels": 6201, "recall-0.025": 0.20593, "recall-0.05": 0.60603, "recall-0.1": 0.94211, "recall-0.15": 0.98629, "recall-0.25": 0.99871, "recall-0.5": 1.0 } } { "total_parts": 6678, "correct_parts": 6617, "pcp": 0.990866 } ``` ### Campus ```json { "avg_time_2d": 0.010491762521131983, "avg_time_3d": 0.00032040083183432525, "avg_fps": 92.48842875886173 } { "person_nums": { "total_frames": 222, "total_labels": 376, "total_preds": 444, "considered_empty": 0, "valid_preds": 376, "invalid_preds": 68, "missing": 0, "invalid_fraction": 0.15315, "precision": 0.84685, "recall": 1.0, "f1": 0.91707, "non_empty": 444 }, "mpjpe": { "count": 376, "mean": 0.077253, "median": 0.074373, "std": 0.017545, "sem": 0.000906, "min": 0.044498, "max": 0.156198, "recall-0.025": 0.0, "recall-0.05": 0.015957, "recall-0.1": 0.896277, "recall-0.15": 0.99734, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376, "ap-0.025": 0.0, "ap-0.05": 0.000397, "ap-0.1": 0.792696, "ap-0.15": 0.931482, "ap-0.25": 0.934769, "ap-0.5": 0.934769 }, "head": { "count": 376, "mean": 0.068707, "median": 0.065641, "std": 0.035104, "sem": 0.001813, "min": 0.009953, "max": 0.310029, "recall-0.025": 0.079787, "recall-0.05": 0.324468, "recall-0.1": 0.867021, "recall-0.15": 0.973404, "recall-0.25": 0.99734, "recall-0.5": 1.0, "num_labels": 376 }, "shoulder_left": { "count": 376, "mean": 0.065959, "median": 0.060667, "std": 0.028962, "sem": 0.001496, "min": 0.017576, "max": 0.164082, "recall-0.025": 0.031915, "recall-0.05": 0.292553, "recall-0.1": 0.87766, "recall-0.15": 0.986702, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "shoulder_right": { "count": 376, "mean": 0.074319, "median": 0.070225, "std": 0.034792, "sem": 0.001797, "min": 0.005962, "max": 0.196825, "recall-0.025": 0.039894, "recall-0.05": 0.268617, "recall-0.1": 0.789894, "recall-0.15": 0.965426, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "elbow_left": { "count": 376, "mean": 0.08632, "median": 0.072742, "std": 0.048086, "sem": 0.002483, "min": 0.005631, "max": 0.229685, "recall-0.025": 0.039894, "recall-0.05": 0.25, "recall-0.1": 0.675532, "recall-0.15": 0.87234, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "elbow_right": { "count": 376, "mean": 0.08024, "median": 0.070943, "std": 0.043195, "sem": 0.002231, "min": 0.011528, "max": 0.199802, "recall-0.025": 0.042553, "recall-0.05": 0.287234, "recall-0.1": 0.718085, "recall-0.15": 0.904255, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "wrist_left": { "count": 376, "mean": 0.113533, "median": 0.100003, "std": 0.065084, "sem": 0.003361, "min": 0.009611, "max": 0.404522, "recall-0.025": 0.021277, "recall-0.05": 0.143617, "recall-0.1": 0.5, "recall-0.15": 0.787234, "recall-0.25": 0.941489, "recall-0.5": 1.0, "num_labels": 376 }, "wrist_right": { "count": 376, "mean": 0.102733, "median": 0.093528, "std": 0.046502, "sem": 0.002401, "min": 0.018379, "max": 0.258203, "recall-0.025": 0.005319, "recall-0.05": 0.071809, "recall-0.1": 0.569149, "recall-0.15": 0.851064, "recall-0.25": 0.994681, "recall-0.5": 1.0, "num_labels": 376 }, "hip_left": { "count": 376, "mean": 0.072164, "median": 0.073167, "std": 0.02975, "sem": 0.001536, "min": 0.007894, "max": 0.173529, "recall-0.025": 0.077128, "recall-0.05": 0.231383, "recall-0.1": 0.829787, "recall-0.15": 0.994681, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "hip_right": { "count": 376, "mean": 0.079834, "median": 0.07783, "std": 0.032293, "sem": 0.001668, "min": 0.014083, "max": 0.2319, "recall-0.025": 0.021277, "recall-0.05": 0.146277, "recall-0.1": 0.787234, "recall-0.15": 0.965426, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "knee_left": { "count": 376, "mean": 0.054967, "median": 0.050785, "std": 0.026446, "sem": 0.001366, "min": 0.009112, "max": 0.241942, "recall-0.025": 0.093085, "recall-0.05": 0.489362, "recall-0.1": 0.946809, "recall-0.15": 0.99734, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "knee_right": { "count": 376, "mean": 0.055966, "median": 0.051957, "std": 0.028328, "sem": 0.001463, "min": 0.004386, "max": 0.216135, "recall-0.025": 0.095745, "recall-0.05": 0.465426, "recall-0.1": 0.944149, "recall-0.15": 0.981383, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "ankle_left": { "count": 372, "mean": 0.076281, "median": 0.052812, "std": 0.077449, "sem": 0.004021, "min": 0.008833, "max": 0.461738, "recall-0.025": 0.098404, "recall-0.05": 0.460106, "recall-0.1": 0.824468, "recall-0.15": 0.922872, "recall-0.25": 0.93883, "recall-0.5": 0.989362, "num_labels": 376 }, "ankle_right": { "count": 375, "mean": 0.067406, "median": 0.048563, "std": 0.071275, "sem": 0.003686, "min": 0.008871, "max": 0.477389, "recall-0.025": 0.077128, "recall-0.05": 0.521277, "recall-0.1": 0.898936, "recall-0.15": 0.941489, "recall-0.25": 0.957447, "recall-0.5": 0.99734, "num_labels": 376 }, "joint_recalls": { "num_labels": 4888, "recall-0.025": 0.05462, "recall-0.05": 0.30278, "recall-0.1": 0.7856, "recall-0.15": 0.93249, "recall-0.25": 0.9865, "recall-0.5": 0.99877 } } { "total_parts": 5264, "correct_parts": 4973, "pcp": 0.944719 } ``` ### MVOR ```json { "avg_time_2d": 0.012221919508088194, "avg_time_3d": 0.0004397906086171386, "avg_fps": 78.97827313868461 } { "person_nums": { "total_frames": 629, "total_labels": 1061, "total_preds": 1121, "considered_empty": 0, "valid_preds": 798, "invalid_preds": 323, "missing": 263, "invalid_fraction": 0.28814, "precision": 0.71186, "recall": 0.75212, "f1": 0.73144, "non_empty": 1121 }, "mpjpe": { "count": 798, "mean": 0.117827, "median": 0.096904, "std": 0.070807, "sem": 0.002508, "min": 0.038678, "max": 0.498595, "recall-0.025": 0.0, "recall-0.05": 0.006598, "recall-0.1": 0.404336, "recall-0.15": 0.622055, "recall-0.25": 0.713478, "recall-0.5": 0.752121, "num_labels": 1061, "ap-0.025": 0.0, "ap-0.05": 0.000224, "ap-0.1": 0.255146, "ap-0.15": 0.509265, "ap-0.25": 0.636374, "ap-0.5": 0.678757 }, "head": { "count": 794, "mean": 0.068485, "median": 0.05105, "std": 0.066023, "sem": 0.002345, "min": 0.004799, "max": 0.492519, "recall-0.025": 0.089538, "recall-0.05": 0.360038, "recall-0.1": 0.647502, "recall-0.15": 0.693685, "recall-0.25": 0.722903, "recall-0.5": 0.748351, "num_labels": 1061 }, "shoulder_left": { "count": 789, "mean": 0.065716, "median": 0.043353, "std": 0.068506, "sem": 0.00244, "min": 0.001079, "max": 0.489695, "recall-0.025": 0.158341, "recall-0.05": 0.409991, "recall-0.1": 0.622997, "recall-0.15": 0.688973, "recall-0.25": 0.717248, "recall-0.5": 0.743638, "num_labels": 1061 }, "shoulder_right": { "count": 795, "mean": 0.063226, "median": 0.042399, "std": 0.068681, "sem": 0.002437, "min": 0.003966, "max": 0.474844, "recall-0.025": 0.141376, "recall-0.05": 0.448633, "recall-0.1": 0.647502, "recall-0.15": 0.694628, "recall-0.25": 0.723845, "recall-0.5": 0.749293, "num_labels": 1061 }, "elbow_left": { "count": 785, "mean": 0.106529, "median": 0.074354, "std": 0.093211, "sem": 0.003329, "min": 0.004606, "max": 0.498545, "recall-0.025": 0.069746, "recall-0.05": 0.241282, "recall-0.1": 0.462771, "recall-0.15": 0.567389, "recall-0.25": 0.673893, "recall-0.5": 0.739868, "num_labels": 1061 }, "elbow_right": { "count": 786, "mean": 0.084779, "median": 0.061571, "std": 0.076862, "sem": 0.002743, "min": 0.006062, "max": 0.487586, "recall-0.025": 0.094251, "recall-0.05": 0.29689, "recall-0.1": 0.551367, "recall-0.15": 0.643732, "recall-0.25": 0.698398, "recall-0.5": 0.740811, "num_labels": 1061 }, "wrist_left": { "count": 784, "mean": 0.123596, "median": 0.083634, "std": 0.106397, "sem": 0.003802, "min": 0.005352, "max": 0.495659, "recall-0.025": 0.081998, "recall-0.05": 0.220547, "recall-0.1": 0.408106, "recall-0.15": 0.515551, "recall-0.25": 0.640905, "recall-0.5": 0.738926, "num_labels": 1061 }, "wrist_right": { "count": 789, "mean": 0.109537, "median": 0.074858, "std": 0.099662, "sem": 0.00355, "min": 0.006797, "max": 0.498114, "recall-0.025": 0.091423, "recall-0.05": 0.26673, "recall-0.1": 0.458058, "recall-0.15": 0.558907, "recall-0.25": 0.660697, "recall-0.5": 0.743638, "num_labels": 1061 }, "hip_left": { "count": 778, "mean": 0.191328, "median": 0.174682, "std": 0.084633, "sem": 0.003036, "min": 0.014967, "max": 0.488984, "recall-0.025": 0.000943, "recall-0.05": 0.002828, "recall-0.1": 0.070688, "recall-0.15": 0.276155, "recall-0.25": 0.580584, "recall-0.5": 0.73327, "num_labels": 1061 }, "hip_right": { "count": 783, "mean": 0.188995, "median": 0.173099, "std": 0.084094, "sem": 0.003007, "min": 0.025132, "max": 0.498747, "recall-0.025": 0.0, "recall-0.05": 0.004713, "recall-0.1": 0.073516, "recall-0.15": 0.262017, "recall-0.25": 0.61263, "recall-0.5": 0.737983, "num_labels": 1061 }, "joint_recalls": { "num_labels": 9549, "recall-0.025": 0.08032, "recall-0.05": 0.25008, "recall-0.1": 0.43753, "recall-0.15": 0.54414, "recall-0.25": 0.66981, "recall-0.5": 0.74112 } } { "total_parts": 10610, "correct_parts": 6084, "pcp": 0.573421 } ``` ### Panoptic ```json { "avg_time_2d": 0.03297888011467166, "avg_time_3d": 0.0010675581490121237, "avg_fps": 29.371647990170736 } { "person_nums": { "total_frames": 420, "total_labels": 1466, "total_preds": 1533, "considered_empty": 0, "valid_preds": 1463, "invalid_preds": 70, "missing": 3, "invalid_fraction": 0.04566, "precision": 0.95434, "recall": 0.99795, "f1": 0.97566, "non_empty": 1533 }, "mpjpe": { "count": 1463, "mean": 0.042352, "median": 0.037848, "std": 0.018473, "sem": 0.000483, "min": 0.013587, "max": 0.17143, "recall-0.025": 0.119372, "recall-0.05": 0.736698, "recall-0.1": 0.989768, "recall-0.15": 0.997271, "recall-0.25": 0.997954, "recall-0.5": 0.997954, "num_labels": 1466, "ap-0.025": 0.037816, "ap-0.05": 0.637618, "ap-0.1": 0.976343, "ap-0.15": 0.987949, "ap-0.25": 0.988806, "ap-0.5": 0.988806 }, "nose": { "count": 1462, "mean": 0.015402, "median": 0.011989, "std": 0.018581, "sem": 0.000486, "min": 0.000669, "max": 0.354785, "recall-0.025": 0.90499, "recall-0.05": 0.977444, "recall-0.1": 0.995215, "recall-0.15": 0.995899, "recall-0.25": 0.996582, "recall-0.5": 0.999316, "num_labels": 1463 }, "shoulder_left": { "count": 1463, "mean": 0.022093, "median": 0.020177, "std": 0.011304, "sem": 0.000296, "min": 0.002578, "max": 0.125843, "recall-0.025": 0.687585, "recall-0.05": 0.973397, "recall-0.1": 0.995907, "recall-0.15": 0.997954, "recall-0.25": 0.997954, "recall-0.5": 0.997954, "num_labels": 1466 }, "shoulder_right": { "count": 1462, "mean": 0.022878, "median": 0.020916, "std": 0.011567, "sem": 0.000303, "min": 0.00177, "max": 0.140607, "recall-0.025": 0.678498, "recall-0.05": 0.972696, "recall-0.1": 0.99727, "recall-0.15": 0.997952, "recall-0.25": 0.997952, "recall-0.5": 0.997952, "num_labels": 1465 }, "elbow_left": { "count": 1462, "mean": 0.026327, "median": 0.019138, "std": 0.023445, "sem": 0.000613, "min": 0.001473, "max": 0.204516, "recall-0.025": 0.657338, "recall-0.05": 0.88942, "recall-0.1": 0.980887, "recall-0.15": 0.991809, "recall-0.25": 0.997952, "recall-0.5": 0.997952, "num_labels": 1465 }, "elbow_right": { "count": 1462, "mean": 0.023441, "median": 0.01854, "std": 0.017002, "sem": 0.000445, "min": 0.001862, "max": 0.192752, "recall-0.025": 0.704033, "recall-0.05": 0.917977, "recall-0.1": 0.995899, "recall-0.15": 0.997949, "recall-0.25": 0.999316, "recall-0.5": 0.999316, "num_labels": 1463 }, "wrist_left": { "count": 1432, "mean": 0.035253, "median": 0.017377, "std": 0.050312, "sem": 0.00133, "min": 0.000839, "max": 0.397588, "recall-0.025": 0.668759, "recall-0.05": 0.841004, "recall-0.1": 0.914923, "recall-0.15": 0.950488, "recall-0.25": 0.988145, "recall-0.5": 0.998605, "num_labels": 1434 }, "wrist_right": { "count": 1456, "mean": 0.025795, "median": 0.016112, "std": 0.032044, "sem": 0.00084, "min": 0.001692, "max": 0.302436, "recall-0.025": 0.70261, "recall-0.05": 0.895604, "recall-0.1": 0.973214, "recall-0.15": 0.985577, "recall-0.25": 0.995192, "recall-0.5": 1.0, "num_labels": 1456 }, "hip_left": { "count": 1462, "mean": 0.060254, "median": 0.054373, "std": 0.028581, "sem": 0.000748, "min": 0.004693, "max": 0.17666, "recall-0.025": 0.053242, "recall-0.05": 0.3843, "recall-0.1": 0.895563, "recall-0.15": 0.982935, "recall-0.25": 0.997952, "recall-0.5": 0.997952, "num_labels": 1465 }, "hip_right": { "count": 1463, "mean": 0.058329, "median": 0.055457, "std": 0.027832, "sem": 0.000728, "min": 0.005918, "max": 0.45971, "recall-0.025": 0.050477, "recall-0.05": 0.414734, "recall-0.1": 0.929741, "recall-0.15": 0.991132, "recall-0.25": 0.997271, "recall-0.5": 0.997954, "num_labels": 1466 }, "knee_left": { "count": 1462, "mean": 0.051563, "median": 0.044941, "std": 0.038014, "sem": 0.000995, "min": 0.002692, "max": 0.452543, "recall-0.025": 0.159044, "recall-0.05": 0.604096, "recall-0.1": 0.934471, "recall-0.15": 0.968601, "recall-0.25": 0.993174, "recall-0.5": 0.997952, "num_labels": 1465 }, "knee_right": { "count": 1456, "mean": 0.049185, "median": 0.041163, "std": 0.037287, "sem": 0.000978, "min": 0.001378, "max": 0.466556, "recall-0.025": 0.204935, "recall-0.05": 0.601097, "recall-0.1": 0.947224, "recall-0.15": 0.985607, "recall-0.25": 0.991775, "recall-0.5": 0.997944, "num_labels": 1459 }, "ankle_left": { "count": 1456, "mean": 0.080698, "median": 0.03627, "std": 0.100866, "sem": 0.002644, "min": 0.002069, "max": 0.497911, "recall-0.025": 0.355434, "recall-0.05": 0.593301, "recall-0.1": 0.752563, "recall-0.15": 0.826384, "recall-0.25": 0.909774, "recall-0.5": 0.995215, "num_labels": 1463 }, "ankle_right": { "count": 1452, "mean": 0.07488, "median": 0.032819, "std": 0.097791, "sem": 0.002567, "min": 0.000904, "max": 0.498364, "recall-0.025": 0.371918, "recall-0.05": 0.664384, "recall-0.1": 0.771233, "recall-0.15": 0.837671, "recall-0.25": 0.913699, "recall-0.5": 0.994521, "num_labels": 1460 }, "joint_recalls": { "num_labels": 18990, "recall-0.025": 0.47615, "recall-0.05": 0.74797, "recall-0.1": 0.92917, "recall-0.15": 0.96198, "recall-0.25": 0.98225, "recall-0.5": 0.99747 } } { "total_parts": 20444, "correct_parts": 19987, "pcp": 0.977646 } ``` ##### 3 cameras ```json { "avg_time_2d": 0.019059100383665505, "avg_time_3d": 0.0005858217797628263, "avg_fps": 50.90373948447781 } { "person_nums": { "total_frames": 420, "total_labels": 1466, "total_preds": 1429, "considered_empty": 0, "valid_preds": 1417, "invalid_preds": 12, "missing": 49, "invalid_fraction": 0.0084, "precision": 0.9916, "recall": 0.96658, "f1": 0.97893, "non_empty": 1429 }, "mpjpe": { "count": 1417, "mean": 0.073091, "median": 0.062219, "std": 0.040479, "sem": 0.001076, "min": 0.020245, "max": 0.448508, "recall-0.025": 0.005457, "recall-0.05": 0.279673, "recall-0.1": 0.8206, "recall-0.15": 0.929059, "recall-0.25": 0.955662, "recall-0.5": 0.966576, "num_labels": 1466, "ap-0.025": 0.0005, "ap-0.05": 0.166228, "ap-0.1": 0.769371, "ap-0.15": 0.915595, "ap-0.25": 0.948334, "ap-0.5": 0.959393 }, "nose": { "count": 1416, "mean": 0.023231, "median": 0.018076, "std": 0.018379, "sem": 0.000489, "min": 0.001971, "max": 0.187154, "recall-0.025": 0.659604, "recall-0.05": 0.911141, "recall-0.1": 0.958988, "recall-0.15": 0.96514, "recall-0.25": 0.967874, "recall-0.5": 0.967874, "num_labels": 1463 }, "shoulder_left": { "count": 1417, "mean": 0.024898, "median": 0.022244, "std": 0.015731, "sem": 0.000418, "min": 0.002236, "max": 0.178628, "recall-0.025": 0.581173, "recall-0.05": 0.888813, "recall-0.1": 0.962483, "recall-0.15": 0.965894, "recall-0.25": 0.966576, "recall-0.5": 0.966576, "num_labels": 1466 }, "shoulder_right": { "count": 1416, "mean": 0.030089, "median": 0.024773, "std": 0.020273, "sem": 0.000539, "min": 0.002884, "max": 0.211554, "recall-0.025": 0.486007, "recall-0.05": 0.857338, "recall-0.1": 0.952218, "recall-0.15": 0.962457, "recall-0.25": 0.966553, "recall-0.5": 0.966553, "num_labels": 1465 }, "elbow_left": { "count": 1416, "mean": 0.037455, "median": 0.024659, "std": 0.034006, "sem": 0.000904, "min": 0.002134, "max": 0.293637, "recall-0.025": 0.488055, "recall-0.05": 0.744027, "recall-0.1": 0.898294, "recall-0.15": 0.956997, "recall-0.25": 0.965188, "recall-0.5": 0.966553, "num_labels": 1465 }, "elbow_right": { "count": 1416, "mean": 0.034477, "median": 0.022965, "std": 0.031753, "sem": 0.000844, "min": 0.001941, "max": 0.286945, "recall-0.025": 0.534518, "recall-0.05": 0.781955, "recall-0.1": 0.922761, "recall-0.15": 0.956254, "recall-0.25": 0.966507, "recall-0.5": 0.967874, "num_labels": 1463 }, "wrist_left": { "count": 1386, "mean": 0.051722, "median": 0.025793, "std": 0.058808, "sem": 0.00158, "min": 0.001897, "max": 0.46638, "recall-0.025": 0.475593, "recall-0.05": 0.654812, "recall-0.1": 0.812413, "recall-0.15": 0.889819, "recall-0.25": 0.958856, "recall-0.5": 0.966527, "num_labels": 1434 }, "wrist_right": { "count": 1408, "mean": 0.046451, "median": 0.028597, "std": 0.048597, "sem": 0.001296, "min": 0.002471, "max": 0.331108, "recall-0.025": 0.430632, "recall-0.05": 0.669643, "recall-0.1": 0.856456, "recall-0.15": 0.929945, "recall-0.25": 0.953984, "recall-0.5": 0.967033, "num_labels": 1456 }, "hip_left": { "count": 1415, "mean": 0.07154, "median": 0.066976, "std": 0.033658, "sem": 0.000895, "min": 0.002043, "max": 0.210973, "recall-0.025": 0.030717, "recall-0.05": 0.230717, "recall-0.1": 0.840273, "recall-0.15": 0.925597, "recall-0.25": 0.96587, "recall-0.5": 0.96587, "num_labels": 1465 }, "hip_right": { "count": 1416, "mean": 0.079315, "median": 0.074191, "std": 0.034495, "sem": 0.000917, "min": 0.011248, "max": 0.295907, "recall-0.025": 0.012278, "recall-0.05": 0.172578, "recall-0.1": 0.776262, "recall-0.15": 0.914052, "recall-0.25": 0.965211, "recall-0.5": 0.965894, "num_labels": 1466 }, "knee_left": { "count": 1410, "mean": 0.085701, "median": 0.057942, "std": 0.077613, "sem": 0.002068, "min": 0.004836, "max": 0.483791, "recall-0.025": 0.086689, "recall-0.05": 0.361092, "recall-0.1": 0.736519, "recall-0.15": 0.797952, "recall-0.25": 0.921502, "recall-0.5": 0.962457, "num_labels": 1465 }, "knee_right": { "count": 1404, "mean": 0.08149, "median": 0.057414, "std": 0.074943, "sem": 0.002001, "min": 0.004282, "max": 0.472221, "recall-0.025": 0.091844, "recall-0.05": 0.370802, "recall-0.1": 0.758739, "recall-0.15": 0.823852, "recall-0.25": 0.917066, "recall-0.5": 0.962303, "num_labels": 1459 }, "ankle_left": { "count": 1325, "mean": 0.159001, "median": 0.117656, "std": 0.137725, "sem": 0.003785, "min": 0.001738, "max": 0.499244, "recall-0.025": 0.186603, "recall-0.05": 0.295284, "recall-0.1": 0.390294, "recall-0.15": 0.516063, "recall-0.25": 0.671907, "recall-0.5": 0.905673, "num_labels": 1463 }, "ankle_right": { "count": 1318, "mean": 0.138723, "median": 0.091835, "std": 0.130726, "sem": 0.003602, "min": 0.001879, "max": 0.498441, "recall-0.025": 0.173288, "recall-0.05": 0.343151, "recall-0.1": 0.482192, "recall-0.15": 0.578082, "recall-0.25": 0.70137, "recall-0.5": 0.90274, "num_labels": 1460 }, "joint_recalls": { "num_labels": 18990, "recall-0.025": 0.32549, "recall-0.05": 0.55972, "recall-0.1": 0.79579, "recall-0.15": 0.85982, "recall-0.25": 0.91411, "recall-0.5": 0.95613 } } { "total_parts": 20444, "correct_parts": 18561, "pcp": 0.907895 } ``` ##### 10 cameras ```json { "avg_time_2d": 0.05933877607671226, "avg_time_3d": 0.002668114987815299, "avg_fps": 16.127239776613678 } { "person_nums": { "total_frames": 420, "total_labels": 1466, "total_preds": 1495, "considered_empty": 0, "valid_preds": 1465, "invalid_preds": 30, "missing": 1, "invalid_fraction": 0.02007, "precision": 0.97993, "recall": 0.99932, "f1": 0.98953, "non_empty": 1495 }, "mpjpe": { "count": 1465, "mean": 0.03645, "median": 0.032668, "std": 0.014574, "sem": 0.000381, "min": 0.014928, "max": 0.116577, "recall-0.025": 0.191678, "recall-0.05": 0.844475, "recall-0.1": 0.998636, "recall-0.15": 0.999318, "recall-0.25": 0.999318, "recall-0.5": 0.999318, "num_labels": 1466, "ap-0.025": 0.106858, "ap-0.05": 0.816491, "ap-0.1": 0.991669, "ap-0.15": 0.992363, "ap-0.25": 0.992363, "ap-0.5": 0.992363 }, "nose": { "count": 1462, "mean": 0.011726, "median": 0.010385, "std": 0.007192, "sem": 0.000188, "min": 0.001875, "max": 0.112909, "recall-0.025": 0.974026, "recall-0.05": 0.992481, "recall-0.1": 0.998633, "recall-0.15": 0.999316, "recall-0.25": 0.999316, "recall-0.5": 0.999316, "num_labels": 1463 }, "shoulder_left": { "count": 1465, "mean": 0.019132, "median": 0.017724, "std": 0.008239, "sem": 0.000215, "min": 0.002015, "max": 0.058517, "recall-0.025": 0.806276, "recall-0.05": 0.993861, "recall-0.1": 0.999318, "recall-0.15": 0.999318, "recall-0.25": 0.999318, "recall-0.5": 0.999318, "num_labels": 1466 }, "shoulder_right": { "count": 1464, "mean": 0.020556, "median": 0.019632, "std": 0.008084, "sem": 0.000211, "min": 0.001145, "max": 0.068167, "recall-0.025": 0.788396, "recall-0.05": 0.991809, "recall-0.1": 0.999317, "recall-0.15": 0.999317, "recall-0.25": 0.999317, "recall-0.5": 0.999317, "num_labels": 1465 }, "elbow_left": { "count": 1464, "mean": 0.021035, "median": 0.018377, "std": 0.011932, "sem": 0.000312, "min": 0.001799, "max": 0.101956, "recall-0.025": 0.730375, "recall-0.05": 0.967918, "recall-0.1": 0.997952, "recall-0.15": 0.999317, "recall-0.25": 0.999317, "recall-0.5": 0.999317, "num_labels": 1465 }, "elbow_right": { "count": 1462, "mean": 0.019353, "median": 0.017394, "std": 0.012002, "sem": 0.000314, "min": 0.001696, "max": 0.163336, "recall-0.025": 0.824334, "recall-0.05": 0.97471, "recall-0.1": 0.997266, "recall-0.15": 0.997949, "recall-0.25": 0.999316, "recall-0.5": 0.999316, "num_labels": 1463 }, "wrist_left": { "count": 1433, "mean": 0.018366, "median": 0.013219, "std": 0.019445, "sem": 0.000514, "min": 0.00096, "max": 0.198571, "recall-0.025": 0.829149, "recall-0.05": 0.958159, "recall-0.1": 0.984658, "recall-0.15": 0.993724, "recall-0.25": 0.999303, "recall-0.5": 0.999303, "num_labels": 1434 }, "wrist_right": { "count": 1456, "mean": 0.018426, "median": 0.012462, "std": 0.020209, "sem": 0.00053, "min": 0.001522, "max": 0.219788, "recall-0.025": 0.824863, "recall-0.05": 0.942308, "recall-0.1": 0.985577, "recall-0.15": 0.995879, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 1456 }, "hip_left": { "count": 1464, "mean": 0.050518, "median": 0.049164, "std": 0.018844, "sem": 0.000493, "min": 0.007522, "max": 0.158307, "recall-0.025": 0.055973, "recall-0.05": 0.527645, "recall-0.1": 0.976109, "recall-0.15": 0.998635, "recall-0.25": 0.999317, "recall-0.5": 0.999317, "num_labels": 1465 }, "hip_right": { "count": 1465, "mean": 0.050893, "median": 0.04962, "std": 0.016422, "sem": 0.000429, "min": 0.00903, "max": 0.186674, "recall-0.025": 0.042974, "recall-0.05": 0.506821, "recall-0.1": 0.993179, "recall-0.15": 0.997954, "recall-0.25": 0.999318, "recall-0.5": 0.999318, "num_labels": 1466 }, "knee_left": { "count": 1464, "mean": 0.038603, "median": 0.034967, "std": 0.021055, "sem": 0.00055, "min": 0.003825, "max": 0.157831, "recall-0.025": 0.261433, "recall-0.05": 0.762457, "recall-0.1": 0.98157, "recall-0.15": 0.997952, "recall-0.25": 0.999317, "recall-0.5": 0.999317, "num_labels": 1465 }, "knee_right": { "count": 1458, "mean": 0.039233, "median": 0.034251, "std": 0.024067, "sem": 0.000631, "min": 0.003005, "max": 0.235912, "recall-0.025": 0.272104, "recall-0.05": 0.764907, "recall-0.1": 0.975326, "recall-0.15": 0.995202, "recall-0.25": 0.999315, "recall-0.5": 0.999315, "num_labels": 1459 }, "ankle_left": { "count": 1462, "mean": 0.083044, "median": 0.045752, "std": 0.088433, "sem": 0.002314, "min": 0.003234, "max": 0.476361, "recall-0.025": 0.308271, "recall-0.05": 0.520848, "recall-0.1": 0.710185, "recall-0.15": 0.835954, "recall-0.25": 0.924129, "recall-0.5": 0.999316, "num_labels": 1463 }, "ankle_right": { "count": 1457, "mean": 0.081561, "median": 0.043811, "std": 0.091636, "sem": 0.002402, "min": 0.001943, "max": 0.49569, "recall-0.025": 0.293836, "recall-0.05": 0.549315, "recall-0.1": 0.75137, "recall-0.15": 0.826712, "recall-0.25": 0.910959, "recall-0.5": 0.997945, "num_labels": 1460 }, "joint_recalls": { "num_labels": 18990, "recall-0.025": 0.5386, "recall-0.05": 0.80348, "recall-0.1": 0.94982, "recall-0.15": 0.97167, "recall-0.25": 0.98647, "recall-0.5": 0.99884 } } { "total_parts": 20444, "correct_parts": 20259, "pcp": 0.990951 } ``` ### IkeaAsm (duration 00:01:45) ```json { "avg_time_2d": 0.013423044290115585, "avg_time_3d": 0.0004526440268640579, "avg_fps": 72.06849686702047 } { "person_nums": { "total_frames": 479, "total_labels": 479, "total_preds": 585, "considered_empty": 1, "valid_preds": 434, "invalid_preds": 150, "missing": 45, "invalid_fraction": 0.25685, "precision": 0.74315, "recall": 0.90605, "f1": 0.81656, "non_empty": 584 }, "mpjpe": { "count": 434, "mean": 0.074807, "median": 0.061202, "std": 0.044993, "sem": 0.002162, "min": 0.020954, "max": 0.318899, "recall-0.025": 0.022965, "recall-0.05": 0.329854, "recall-0.1": 0.7119, "recall-0.15": 0.835073, "recall-0.25": 0.899791, "recall-0.5": 0.906054, "num_labels": 479, "ap-0.025": 0.001009, "ap-0.05": 0.11566, "ap-0.1": 0.503757, "ap-0.15": 0.682624, "ap-0.25": 0.791403, "ap-0.5": 0.803673 }, "head": { "count": 412, "mean": 0.034681, "median": 0.03062, "std": 0.018246, "sem": 0.0009, "min": 0.002045, "max": 0.119132, "recall-0.025": 0.287611, "recall-0.05": 0.75885, "recall-0.1": 0.900442, "recall-0.15": 0.911504, "recall-0.25": 0.911504, "recall-0.5": 0.911504, "num_labels": 452 }, "shoulder_left": { "count": 412, "mean": 0.042275, "median": 0.037554, "std": 0.019264, "sem": 0.00095, "min": 0.014265, "max": 0.186331, "recall-0.025": 0.081498, "recall-0.05": 0.700441, "recall-0.1": 0.89207, "recall-0.15": 0.905286, "recall-0.25": 0.907489, "recall-0.5": 0.907489, "num_labels": 454 }, "shoulder_right": { "count": 426, "mean": 0.030066, "median": 0.02809, "std": 0.010452, "sem": 0.000507, "min": 0.010825, "max": 0.072284, "recall-0.025": 0.299786, "recall-0.05": 0.862955, "recall-0.1": 0.912206, "recall-0.15": 0.912206, "recall-0.25": 0.912206, "recall-0.5": 0.912206, "num_labels": 467 }, "elbow_left": { "count": 401, "mean": 0.031452, "median": 0.0227, "std": 0.030449, "sem": 0.001522, "min": 0.001723, "max": 0.355998, "recall-0.025": 0.505721, "recall-0.05": 0.79405, "recall-0.1": 0.887872, "recall-0.15": 0.906178, "recall-0.25": 0.915332, "recall-0.5": 0.91762, "num_labels": 437 }, "elbow_right": { "count": 405, "mean": 0.025408, "median": 0.022343, "std": 0.015524, "sem": 0.000772, "min": 0.001272, "max": 0.110877, "recall-0.025": 0.521542, "recall-0.05": 0.854875, "recall-0.1": 0.913832, "recall-0.15": 0.918367, "recall-0.25": 0.918367, "recall-0.5": 0.918367, "num_labels": 441 }, "wrist_left": { "count": 397, "mean": 0.032045, "median": 0.025504, "std": 0.028908, "sem": 0.001453, "min": 0.001469, "max": 0.236119, "recall-0.025": 0.438073, "recall-0.05": 0.793578, "recall-0.1": 0.892202, "recall-0.15": 0.894495, "recall-0.25": 0.91055, "recall-0.5": 0.91055, "num_labels": 436 }, "wrist_right": { "count": 409, "mean": 0.028878, "median": 0.022987, "std": 0.029473, "sem": 0.001459, "min": 0.002706, "max": 0.317473, "recall-0.025": 0.495516, "recall-0.05": 0.856502, "recall-0.1": 0.896861, "recall-0.15": 0.899103, "recall-0.25": 0.912556, "recall-0.5": 0.91704, "num_labels": 446 }, "hip_left": { "count": 291, "mean": 0.105429, "median": 0.098572, "std": 0.036751, "sem": 0.002158, "min": 0.02895, "max": 0.301591, "recall-0.025": 0.0, "recall-0.05": 0.019108, "recall-0.1": 0.484076, "recall-0.15": 0.843949, "recall-0.25": 0.917197, "recall-0.5": 0.926752, "num_labels": 314 }, "hip_right": { "count": 238, "mean": 0.089163, "median": 0.082764, "std": 0.03617, "sem": 0.002349, "min": 0.027785, "max": 0.342392, "recall-0.025": 0.0, "recall-0.05": 0.046154, "recall-0.1": 0.665385, "recall-0.15": 0.880769, "recall-0.25": 0.907692, "recall-0.5": 0.915385, "num_labels": 260 }, "knee_left": { "count": 246, "mean": 0.134326, "median": 0.096455, "std": 0.107329, "sem": 0.006857, "min": 0.012137, "max": 0.4698, "recall-0.025": 0.014493, "recall-0.05": 0.163043, "recall-0.1": 0.452899, "recall-0.15": 0.637681, "recall-0.25": 0.757246, "recall-0.5": 0.891304, "num_labels": 276 }, "knee_right": { "count": 182, "mean": 0.113341, "median": 0.072459, "std": 0.102217, "sem": 0.007598, "min": 0.013657, "max": 0.47956, "recall-0.025": 0.027907, "recall-0.05": 0.24186, "recall-0.1": 0.534884, "recall-0.15": 0.683721, "recall-0.25": 0.748837, "recall-0.5": 0.846512, "num_labels": 215 }, "ankle_left": { "count": 77, "mean": 0.354595, "median": 0.383447, "std": 0.105654, "sem": 0.012119, "min": 0.023655, "max": 0.49579, "recall-0.025": 0.007576, "recall-0.05": 0.007576, "recall-0.1": 0.015152, "recall-0.15": 0.037879, "recall-0.25": 0.106061, "recall-0.5": 0.583333, "num_labels": 132 }, "ankle_right": { "count": 70, "mean": 0.381482, "median": 0.400315, "std": 0.091015, "sem": 0.010957, "min": 0.066901, "max": 0.498563, "recall-0.025": 0.0, "recall-0.05": 0.0, "recall-0.1": 0.015748, "recall-0.15": 0.015748, "recall-0.25": 0.03937, "recall-0.5": 0.551181, "num_labels": 127 }, "joint_recalls": { "num_labels": 4457, "recall-0.025": 0.26475, "recall-0.05": 0.58896, "recall-0.1": 0.75881, "recall-0.15": 0.82006, "recall-0.25": 0.84429, "recall-0.5": 0.88804 } } { "total_parts": 4313, "correct_parts": 3712, "pcp": 0.860654 } ``` ### CHI3D ```json { "avg_time_2d": 0.014957478171900698, "avg_time_3d": 0.0004402857077749152, "avg_fps": 64.94449504580058 } { "person_nums": { "total_frames": 390, "total_labels": 780, "total_preds": 779, "considered_empty": 0, "valid_preds": 779, "invalid_preds": 0, "missing": 1, "invalid_fraction": 0.0, "precision": 1.0, "recall": 0.99872, "f1": 0.99936, "non_empty": 779 }, "mpjpe": { "count": 779, "mean": 0.067871, "median": 0.065561, "std": 0.010735, "sem": 0.000385, "min": 0.049899, "max": 0.184121, "recall-0.025": 0.0, "recall-0.05": 0.001282, "recall-0.1": 0.985897, "recall-0.15": 0.994872, "recall-0.25": 0.998718, "recall-0.5": 0.998718, "num_labels": 780, "ap-0.025": 0.0, "ap-0.05": 2e-06, "ap-0.1": 0.981711, "ap-0.15": 0.994842, "ap-0.25": 0.998718, "ap-0.5": 0.998718 }, "head": { "count": 779, "mean": 0.037653, "median": 0.025952, "std": 0.042255, "sem": 0.001515, "min": 0.002742, "max": 0.384391, "recall-0.025": 0.476923, "recall-0.05": 0.821795, "recall-0.1": 0.95641, "recall-0.15": 0.967949, "recall-0.25": 0.988462, "recall-0.5": 0.998718, "num_labels": 780 }, "shoulder_left": { "count": 779, "mean": 0.067036, "median": 0.068602, "std": 0.019672, "sem": 0.000705, "min": 0.021109, "max": 0.167744, "recall-0.025": 0.005128, "recall-0.05": 0.221795, "recall-0.1": 0.957692, "recall-0.15": 0.994872, "recall-0.25": 0.998718, "recall-0.5": 0.998718, "num_labels": 780 }, "shoulder_right": { "count": 779, "mean": 0.075031, "median": 0.073829, "std": 0.020872, "sem": 0.000748, "min": 0.020224, "max": 0.274582, "recall-0.025": 0.003846, "recall-0.05": 0.087179, "recall-0.1": 0.910256, "recall-0.15": 0.99359, "recall-0.25": 0.997436, "recall-0.5": 0.998718, "num_labels": 780 }, "elbow_left": { "count": 778, "mean": 0.058524, "median": 0.051953, "std": 0.025781, "sem": 0.000925, "min": 0.019215, "max": 0.363847, "recall-0.025": 0.007692, "recall-0.05": 0.419231, "recall-0.1": 0.94359, "recall-0.15": 0.979487, "recall-0.25": 0.996154, "recall-0.5": 0.997436, "num_labels": 780 }, "elbow_right": { "count": 779, "mean": 0.067468, "median": 0.066149, "std": 0.022096, "sem": 0.000792, "min": 0.024053, "max": 0.227375, "recall-0.025": 0.001282, "recall-0.05": 0.167949, "recall-0.1": 0.953846, "recall-0.15": 0.979487, "recall-0.25": 0.998718, "recall-0.5": 0.998718, "num_labels": 780 }, "wrist_left": { "count": 777, "mean": 0.048868, "median": 0.042971, "std": 0.036964, "sem": 0.001327, "min": 0.00944, "max": 0.429845, "recall-0.025": 0.158974, "recall-0.05": 0.660256, "recall-0.1": 0.952564, "recall-0.15": 0.975641, "recall-0.25": 0.985897, "recall-0.5": 0.996154, "num_labels": 780 }, "wrist_right": { "count": 778, "mean": 0.065639, "median": 0.062986, "std": 0.039452, "sem": 0.001415, "min": 0.002032, "max": 0.426451, "recall-0.025": 0.034615, "recall-0.05": 0.360256, "recall-0.1": 0.917949, "recall-0.15": 0.965385, "recall-0.25": 0.987179, "recall-0.5": 0.997436, "num_labels": 780 }, "hip_left": { "count": 779, "mean": 0.110424, "median": 0.110035, "std": 0.01942, "sem": 0.000696, "min": 0.063461, "max": 0.362567, "recall-0.025": 0.0, "recall-0.05": 0.0, "recall-0.1": 0.292308, "recall-0.15": 0.984615, "recall-0.25": 0.997436, "recall-0.5": 0.998718, "num_labels": 780 }, "hip_right": { "count": 779, "mean": 0.136579, "median": 0.136493, "std": 0.015262, "sem": 0.000547, "min": 0.092681, "max": 0.196212, "recall-0.025": 0.0, "recall-0.05": 0.0, "recall-0.1": 0.008974, "recall-0.15": 0.821795, "recall-0.25": 0.998718, "recall-0.5": 0.998718, "num_labels": 780 }, "knee_left": { "count": 779, "mean": 0.05077, "median": 0.048872, "std": 0.018041, "sem": 0.000647, "min": 0.008028, "max": 0.196653, "recall-0.025": 0.017949, "recall-0.05": 0.553846, "recall-0.1": 0.967949, "recall-0.15": 0.996154, "recall-0.25": 0.998718, "recall-0.5": 0.998718, "num_labels": 780 }, "knee_right": { "count": 779, "mean": 0.05791, "median": 0.055397, "std": 0.017026, "sem": 0.00061, "min": 0.015979, "max": 0.132415, "recall-0.025": 0.002564, "recall-0.05": 0.385897, "recall-0.1": 0.982051, "recall-0.15": 0.998718, "recall-0.25": 0.998718, "recall-0.5": 0.998718, "num_labels": 780 }, "ankle_left": { "count": 779, "mean": 0.061342, "median": 0.059413, "std": 0.017221, "sem": 0.000617, "min": 0.02767, "max": 0.310603, "recall-0.025": 0.0, "recall-0.05": 0.157692, "recall-0.1": 0.979487, "recall-0.15": 0.99359, "recall-0.25": 0.997436, "recall-0.5": 0.998718, "num_labels": 780 }, "ankle_right": { "count": 779, "mean": 0.041889, "median": 0.038262, "std": 0.015597, "sem": 0.000559, "min": 0.01118, "max": 0.189348, "recall-0.025": 0.038462, "recall-0.05": 0.802564, "recall-0.1": 0.992308, "recall-0.15": 0.996154, "recall-0.25": 0.998718, "recall-0.5": 0.998718, "num_labels": 780 }, "joint_recalls": { "num_labels": 10140, "recall-0.025": 0.05671, "recall-0.05": 0.35611, "recall-0.1": 0.83116, "recall-0.15": 0.97249, "recall-0.25": 0.99536, "recall-0.5": 0.99832 } } { "total_parts": 10920, "correct_parts": 10410, "pcp": 0.953297 } ``` ### Tsinghua (duration 00:01:51) ```json { "avg_time_2d": 0.0297801673412323, "avg_time_3d": 0.001048978567123413, "avg_fps": 32.4368376267267 } { "person_nums": { "total_frames": 210, "total_labels": 630, "total_preds": 635, "considered_empty": 0, "valid_preds": 630, "invalid_preds": 5, "missing": 0, "invalid_fraction": 0.00787, "precision": 0.99213, "recall": 1.0, "f1": 0.99605, "non_empty": 635 }, "mpjpe": { "count": 630, "mean": 0.055877, "median": 0.051176, "std": 0.018299, "sem": 0.00073, "min": 0.031247, "max": 0.141346, "recall-0.025": 0.0, "recall-0.05": 0.452381, "recall-0.1": 0.949206, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630, "ap-0.025": 0.0, "ap-0.05": 0.242557, "ap-0.1": 0.926768, "ap-0.15": 1.0, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "head": { "count": 598, "mean": 0.04182, "median": 0.040665, "std": 0.013596, "sem": 0.000556, "min": 0.014832, "max": 0.177972, "recall-0.025": 0.075251, "recall-0.05": 0.784281, "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": 0.063347, "median": 0.060158, "std": 0.019514, "sem": 0.000778, "min": 0.016405, "max": 0.139417, "recall-0.025": 0.006349, "recall-0.05": 0.265079, "recall-0.1": 0.968254, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630 }, "shoulder_right": { "count": 630, "mean": 0.066393, "median": 0.06475, "std": 0.019847, "sem": 0.000791, "min": 0.019761, "max": 0.14019, "recall-0.025": 0.003175, "recall-0.05": 0.253968, "recall-0.1": 0.94127, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630 }, "elbow_left": { "count": 630, "mean": 0.053278, "median": 0.049935, "std": 0.021931, "sem": 0.000874, "min": 0.006737, "max": 0.191912, "recall-0.025": 0.057143, "recall-0.05": 0.501587, "recall-0.1": 0.968254, "recall-0.15": 0.996825, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630 }, "elbow_right": { "count": 629, "mean": 0.055845, "median": 0.050976, "std": 0.027262, "sem": 0.001088, "min": 0.001851, "max": 0.173129, "recall-0.025": 0.079491, "recall-0.05": 0.470588, "recall-0.1": 0.917329, "recall-0.15": 0.987281, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 629 }, "wrist_left": { "count": 630, "mean": 0.048568, "median": 0.042759, "std": 0.031439, "sem": 0.001254, "min": 0.000561, "max": 0.453954, "recall-0.025": 0.157143, "recall-0.05": 0.652381, "recall-0.1": 0.947619, "recall-0.15": 0.990476, "recall-0.25": 0.996825, "recall-0.5": 1.0, "num_labels": 630 }, "wrist_right": { "count": 625, "mean": 0.054121, "median": 0.049075, "std": 0.025533, "sem": 0.001022, "min": 0.005199, "max": 0.16283, "recall-0.025": 0.0688, "recall-0.05": 0.5216, "recall-0.1": 0.9408, "recall-0.15": 0.9952, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 625 }, "hip_left": { "count": 630, "mean": 0.058094, "median": 0.056051, "std": 0.019776, "sem": 0.000789, "min": 0.008159, "max": 0.177207, "recall-0.025": 0.015873, "recall-0.05": 0.369841, "recall-0.1": 0.971429, "recall-0.15": 0.993651, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630 }, "hip_right": { "count": 629, "mean": 0.052648, "median": 0.049613, "std": 0.021304, "sem": 0.00085, "min": 0.008816, "max": 0.143029, "recall-0.025": 0.081081, "recall-0.05": 0.503975, "recall-0.1": 0.976153, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 629 }, "knee_left": { "count": 628, "mean": 0.045731, "median": 0.034191, "std": 0.04676, "sem": 0.001867, "min": 0.004196, "max": 0.36669, "recall-0.025": 0.305732, "recall-0.05": 0.745223, "recall-0.1": 0.944268, "recall-0.15": 0.960191, "recall-0.25": 0.984076, "recall-0.5": 1.0, "num_labels": 628 }, "knee_right": { "count": 629, "mean": 0.053798, "median": 0.036361, "std": 0.072963, "sem": 0.002912, "min": 0.001079, "max": 0.493215, "recall-0.025": 0.246423, "recall-0.05": 0.712242, "recall-0.1": 0.945946, "recall-0.15": 0.950715, "recall-0.25": 0.955485, "recall-0.5": 1.0, "num_labels": 629 }, "ankle_left": { "count": 619, "mean": 0.062433, "median": 0.048333, "std": 0.071526, "sem": 0.002877, "min": 0.01437, "max": 0.495154, "recall-0.025": 0.059774, "recall-0.05": 0.537964, "recall-0.1": 0.954766, "recall-0.15": 0.961228, "recall-0.25": 0.964459, "recall-0.5": 1.0, "num_labels": 619 }, "ankle_right": { "count": 601, "mean": 0.051519, "median": 0.046201, "std": 0.041673, "sem": 0.001701, "min": 0.005756, "max": 0.44468, "recall-0.025": 0.135048, "recall-0.05": 0.553055, "recall-0.1": 0.935691, "recall-0.15": 0.951768, "recall-0.25": 0.954984, "recall-0.5": 0.966238, "num_labels": 622 }, "joint_recalls": { "num_labels": 8129, "recall-0.025": 0.09866, "recall-0.05": 0.52663, "recall-0.1": 0.95411, "recall-0.15": 0.98278, "recall-0.25": 0.98868, "recall-0.5": 0.99742 } } { "total_parts": 8725, "correct_parts": 8590, "pcp": 0.984527 } ``` ### H3WB ##### default joints ```json { "avg_time_2d": 0.010956774259868421, "avg_time_3d": 0.00037081367091128703, "avg_fps": 88.28004744794484 } { "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": 0.026036, "median": 0.024095, "std": 0.011081, "sem": 0.000785, "min": 0.011995, "max": 0.122074, "recall-0.025": 0.535, "recall-0.05": 0.97, "recall-0.1": 0.995, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200, "ap-0.025": 0.442381, "ap-0.05": 0.969201, "ap-0.1": 0.995, "ap-0.15": 1.0, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "nose": { "count": 200, "mean": 0.038082, "median": 0.029124, "std": 0.029016, "sem": 0.002057, "min": 0.001677, "max": 0.148616, "recall-0.025": 0.415, "recall-0.05": 0.74, "recall-0.1": 0.945, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "shoulder_left": { "count": 200, "mean": 0.020331, "median": 0.017805, "std": 0.011914, "sem": 0.000845, "min": 0.002701, "max": 0.090556, "recall-0.025": 0.755, "recall-0.05": 0.97, "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": 0.026801, "median": 0.022421, "std": 0.012865, "sem": 0.000912, "min": 0.004534, "max": 0.092643, "recall-0.025": 0.555, "recall-0.05": 0.93, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "elbow_left": { "count": 200, "mean": 0.016996, "median": 0.012308, "std": 0.02022, "sem": 0.001433, "min": 0.001208, "max": 0.218149, "recall-0.025": 0.84, "recall-0.05": 0.97, "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": 0.022677, "median": 0.014901, "std": 0.021292, "sem": 0.001509, "min": 0.001874, "max": 0.138266, "recall-0.025": 0.72, "recall-0.05": 0.9, "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": 0.025241, "median": 0.018451, "std": 0.02671, "sem": 0.001893, "min": 0.002053, "max": 0.242582, "recall-0.025": 0.67, "recall-0.05": 0.895, "recall-0.1": 0.98, "recall-0.15": 0.99, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "wrist_right": { "count": 200, "mean": 0.031542, "median": 0.024933, "std": 0.026264, "sem": 0.001862, "min": 0.001388, "max": 0.160837, "recall-0.025": 0.5, "recall-0.05": 0.835, "recall-0.1": 0.97, "recall-0.15": 0.995, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "hip_left": { "count": 200, "mean": 0.038654, "median": 0.036955, "std": 0.0149, "sem": 0.001056, "min": 0.009121, "max": 0.093447, "recall-0.025": 0.185, "recall-0.05": 0.785, "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": 0.037207, "median": 0.035892, "std": 0.014823, "sem": 0.001051, "min": 0.003693, "max": 0.07955, "recall-0.025": 0.19, "recall-0.05": 0.83, "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": 0.021967, "median": 0.015751, "std": 0.027428, "sem": 0.001944, "min": 0.002751, "max": 0.334075, "recall-0.025": 0.75, "recall-0.05": 0.95, "recall-0.1": 0.99, "recall-0.15": 0.995, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "knee_right": { "count": 199, "mean": 0.020051, "median": 0.014155, "std": 0.020629, "sem": 0.001466, "min": 0.002698, "max": 0.150804, "recall-0.025": 0.83, "recall-0.05": 0.935, "recall-0.1": 0.975, "recall-0.15": 0.99, "recall-0.25": 0.995, "recall-0.5": 0.995, "num_labels": 200 }, "ankle_left": { "count": 200, "mean": 0.017853, "median": 0.013049, "std": 0.027218, "sem": 0.001929, "min": 0.001188, "max": 0.34282, "recall-0.025": 0.88, "recall-0.05": 0.955, "recall-0.1": 0.99, "recall-0.15": 0.995, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "ankle_right": { "count": 200, "mean": 0.018275, "median": 0.013472, "std": 0.026745, "sem": 0.001896, "min": 0.001446, "max": 0.335661, "recall-0.025": 0.87, "recall-0.05": 0.955, "recall-0.1": 0.99, "recall-0.15": 0.995, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "joint_recalls": { "num_labels": 2600, "recall-0.025": 0.62769, "recall-0.05": 0.89615, "recall-0.1": 0.98615, "recall-0.15": 0.99654, "recall-0.25": 0.99846, "recall-0.5": 0.99962 } } { "total_parts": 2800, "correct_parts": 2792, "pcp": 0.997143 } ``` ##### whole-body ```json { "avg_time_2d": 0.0930509040230199, "avg_time_3d": 0.000683552340457314, "avg_fps": 10.668435480355983 } { "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": 0.0489, "median": 0.041571, "std": 0.02696, "sem": 0.001911, "min": 0.021811, "max": 0.245554, "recall-0.025": 0.02, "recall-0.05": 0.68, "recall-0.1": 0.96, "recall-0.15": 0.985, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200, "ap-0.025": 0.004893, "ap-0.05": 0.608555, "ap-0.1": 0.953375, "ap-0.15": 0.982941, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "nose": { "count": 200, "mean": 0.052155, "median": 0.042304, "std": 0.042473, "sem": 0.003011, "min": 0.004724, "max": 0.260082, "recall-0.025": 0.29, "recall-0.05": 0.605, "recall-0.1": 0.875, "recall-0.15": 0.965, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "eye_left": { "count": 200, "mean": 0.0447, "median": 0.034844, "std": 0.031528, "sem": 0.002235, "min": 0.005777, "max": 0.164646, "recall-0.025": 0.325, "recall-0.05": 0.68, "recall-0.1": 0.915, "recall-0.15": 0.99, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "eye_right": { "count": 200, "mean": 0.051839, "median": 0.044697, "std": 0.033931, "sem": 0.002405, "min": 0.0047, "max": 0.189378, "recall-0.025": 0.23, "recall-0.05": 0.585, "recall-0.1": 0.905, "recall-0.15": 0.99, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "ear_left": { "count": 200, "mean": 0.034269, "median": 0.025962, "std": 0.028064, "sem": 0.001989, "min": 0.004571, "max": 0.183472, "recall-0.025": 0.485, "recall-0.05": 0.825, "recall-0.1": 0.965, "recall-0.15": 0.99, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "ear_right": { "count": 200, "mean": 0.043564, "median": 0.037037, "std": 0.027275, "sem": 0.001933, "min": 0.003843, "max": 0.13407, "recall-0.025": 0.29, "recall-0.05": 0.67, "recall-0.1": 0.97, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "shoulder_left": { "count": 200, "mean": 0.020277, "median": 0.018464, "std": 0.011523, "sem": 0.000817, "min": 0.001476, "max": 0.096754, "recall-0.025": 0.725, "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 }, 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"recall-0.15": 0.925, "recall-0.25": 0.975, "recall-0.5": 0.995, "num_labels": 200 }, "hand_finger_pinky_left_3": { "count": 199, "mean": 0.051148, "median": 0.028322, "std": 0.065508, "sem": 0.004655, "min": 0.004751, "max": 0.485945, "recall-0.025": 0.415, "recall-0.05": 0.74, "recall-0.1": 0.875, "recall-0.15": 0.92, "recall-0.25": 0.97, "recall-0.5": 0.995, "num_labels": 200 }, "hand_finger_pinky_left_4": { "count": 198, "mean": 0.055962, "median": 0.031885, "std": 0.070889, "sem": 0.005051, "min": 0.004922, "max": 0.48016, "recall-0.025": 0.38, "recall-0.05": 0.68, "recall-0.1": 0.86, "recall-0.15": 0.915, "recall-0.25": 0.955, "recall-0.5": 0.99, "num_labels": 200 }, "hand_wrist_right": { "count": 198, "mean": 0.05109, "median": 0.028532, "std": 0.064983, "sem": 0.00463, "min": 0.002517, "max": 0.497224, "recall-0.025": 0.445, "recall-0.05": 0.725, "recall-0.1": 0.86, "recall-0.15": 0.905, "recall-0.25": 0.965, "recall-0.5": 0.99, "num_labels": 200 }, "hand_finger_thumb_right_1": { "count": 197, "mean": 0.04762, "median": 0.025439, "std": 0.06027, "sem": 0.004305, "min": 0.004164, "max": 0.351549, "recall-0.025": 0.48, "recall-0.05": 0.73, "recall-0.1": 0.875, "recall-0.15": 0.935, "recall-0.25": 0.955, "recall-0.5": 0.985, "num_labels": 200 }, "hand_finger_thumb_right_2": { "count": 197, "mean": 0.049952, "median": 0.029991, "std": 0.061337, "sem": 0.004381, "min": 0.002047, "max": 0.369524, "recall-0.025": 0.405, "recall-0.05": 0.705, "recall-0.1": 0.9, "recall-0.15": 0.92, "recall-0.25": 0.945, "recall-0.5": 0.985, "num_labels": 200 }, "hand_finger_thumb_right_3": { "count": 197, "mean": 0.053141, "median": 0.028926, "std": 0.067419, "sem": 0.004816, "min": 0.002176, "max": 0.434585, "recall-0.025": 0.38, "recall-0.05": 0.695, "recall-0.1": 0.875, "recall-0.15": 0.915, "recall-0.25": 0.945, "recall-0.5": 0.985, "num_labels": 200 }, "hand_finger_thumb_right_4": { "count": 196, "mean": 0.05542, "median": 0.034498, "std": 0.064818, "sem": 0.004642, "min": 0.004848, "max": 0.399408, "recall-0.025": 0.355, "recall-0.05": 0.67, "recall-0.1": 0.86, "recall-0.15": 0.905, "recall-0.25": 0.95, "recall-0.5": 0.98, "num_labels": 200 }, "hand_finger_index_right_1": { "count": 196, "mean": 0.049522, "median": 0.030198, "std": 0.056265, "sem": 0.004029, "min": 0.00417, "max": 0.394942, "recall-0.025": 0.39, "recall-0.05": 0.72, "recall-0.1": 0.875, "recall-0.15": 0.925, "recall-0.25": 0.955, "recall-0.5": 0.98, "num_labels": 200 }, "hand_finger_index_right_2": { "count": 197, "mean": 0.053615, "median": 0.029254, "std": 0.068527, "sem": 0.004895, "min": 0.00179, "max": 0.456742, "recall-0.025": 0.375, "recall-0.05": 0.695, "recall-0.1": 0.86, "recall-0.15": 0.925, "recall-0.25": 0.945, "recall-0.5": 0.985, "num_labels": 200 }, "hand_finger_index_right_3": { "count": 196, "mean": 0.058302, "median": 0.030471, "std": 0.077172, "sem": 0.005526, "min": 0.005081, "max": 0.482276, "recall-0.025": 0.39, "recall-0.05": 0.68, "recall-0.1": 0.83, "recall-0.15": 0.89, "recall-0.25": 0.945, "recall-0.5": 0.98, "num_labels": 200 }, "hand_finger_index_right_4": { "count": 195, "mean": 0.0599, "median": 0.033546, "std": 0.079225, "sem": 0.005688, "min": 0.007343, "max": 0.495068, "recall-0.025": 0.345, "recall-0.05": 0.66, "recall-0.1": 0.85, "recall-0.15": 0.895, "recall-0.25": 0.935, "recall-0.5": 0.975, "num_labels": 200 }, "hand_finger_middle_right_1": { "count": 196, "mean": 0.051308, "median": 0.029937, "std": 0.063319, "sem": 0.004534, "min": 0.001968, "max": 0.405225, "recall-0.025": 0.41, "recall-0.05": 0.715, "recall-0.1": 0.855, "recall-0.15": 0.915, "recall-0.25": 0.945, "recall-0.5": 0.98, "num_labels": 200 }, "hand_finger_middle_right_2": { "count": 197, "mean": 0.053176, "median": 0.027512, "std": 0.075994, "sem": 0.005428, "min": 0.001788, "max": 0.469042, "recall-0.025": 0.435, "recall-0.05": 0.725, "recall-0.1": 0.855, "recall-0.15": 0.915, "recall-0.25": 0.945, "recall-0.5": 0.985, "num_labels": 200 }, "hand_finger_middle_right_3": { "count": 197, "mean": 0.060425, "median": 0.030964, "std": 0.083144, "sem": 0.005939, "min": 0.002682, "max": 0.477033, "recall-0.025": 0.41, "recall-0.05": 0.67, "recall-0.1": 0.85, "recall-0.15": 0.905, "recall-0.25": 0.935, "recall-0.5": 0.985, "num_labels": 200 }, "hand_finger_middle_right_4": { "count": 197, "mean": 0.061806, "median": 0.035817, "std": 0.078853, "sem": 0.005632, "min": 0.003015, "max": 0.494967, "recall-0.025": 0.32, "recall-0.05": 0.655, "recall-0.1": 0.845, "recall-0.15": 0.9, "recall-0.25": 0.94, "recall-0.5": 0.985, "num_labels": 200 }, "hand_finger_ring_right_1": { "count": 198, "mean": 0.056145, "median": 0.030293, "std": 0.075408, "sem": 0.005373, "min": 0.001985, "max": 0.497837, "recall-0.025": 0.39, "recall-0.05": 0.7, "recall-0.1": 0.86, "recall-0.15": 0.925, "recall-0.25": 0.945, "recall-0.5": 0.99, "num_labels": 200 }, "hand_finger_ring_right_2": { "count": 196, "mean": 0.056509, "median": 0.029771, "std": 0.074183, "sem": 0.005312, "min": 0.002683, "max": 0.449084, "recall-0.025": 0.415, "recall-0.05": 0.695, "recall-0.1": 0.825, "recall-0.15": 0.91, "recall-0.25": 0.945, "recall-0.5": 0.98, "num_labels": 200 }, "hand_finger_ring_right_3": { "count": 197, "mean": 0.058963, "median": 0.033034, "std": 0.078337, "sem": 0.005596, "min": 0.001835, "max": 0.463737, "recall-0.025": 0.39, "recall-0.05": 0.655, "recall-0.1": 0.855, "recall-0.15": 0.915, "recall-0.25": 0.935, "recall-0.5": 0.985, "num_labels": 200 }, "hand_finger_ring_right_4": { "count": 197, "mean": 0.062552, "median": 0.037913, "std": 0.078131, "sem": 0.005581, "min": 0.001315, "max": 0.466981, "recall-0.025": 0.305, "recall-0.05": 0.645, "recall-0.1": 0.84, "recall-0.15": 0.91, "recall-0.25": 0.945, "recall-0.5": 0.985, "num_labels": 200 }, "hand_finger_pinky_right_1": { "count": 196, "mean": 0.0597, "median": 0.031395, "std": 0.077042, "sem": 0.005517, "min": 0.004017, "max": 0.480062, "recall-0.025": 0.395, "recall-0.05": 0.66, "recall-0.1": 0.83, "recall-0.15": 0.91, "recall-0.25": 0.935, "recall-0.5": 0.98, "num_labels": 200 }, "hand_finger_pinky_right_2": { "count": 197, "mean": 0.063671, "median": 0.036548, "std": 0.080207, "sem": 0.005729, "min": 0.004379, "max": 0.42712, "recall-0.025": 0.345, "recall-0.05": 0.64, "recall-0.1": 0.815, "recall-0.15": 0.9, "recall-0.25": 0.93, "recall-0.5": 0.985, "num_labels": 200 }, "hand_finger_pinky_right_3": { "count": 197, "mean": 0.062288, "median": 0.034977, "std": 0.078003, "sem": 0.005572, "min": 0.002582, "max": 0.430948, "recall-0.025": 0.345, "recall-0.05": 0.64, "recall-0.1": 0.815, "recall-0.15": 0.91, "recall-0.25": 0.94, "recall-0.5": 0.985, "num_labels": 200 }, "hand_finger_pinky_right_4": { "count": 196, "mean": 0.062501, "median": 0.039112, "std": 0.072377, "sem": 0.005183, "min": 0.003107, "max": 0.441595, "recall-0.025": 0.3, "recall-0.05": 0.6, "recall-0.1": 0.815, "recall-0.15": 0.895, "recall-0.25": 0.94, "recall-0.5": 0.98, "num_labels": 200 }, "hip_middle": { "count": 200, "mean": 0.030738, "median": 0.028005, "std": 0.015454, "sem": 0.001096, "min": 0.004351, "max": 0.082165, "recall-0.025": 0.44, "recall-0.05": 0.885, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "shoulder_middle": { "count": 200, "mean": 0.018806, "median": 0.016041, "std": 0.011302, "sem": 0.000801, "min": 0.001752, "max": 0.052958, "recall-0.025": 0.77, "recall-0.05": 0.975, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "head": { "count": 200, "mean": 0.030699, "median": 0.028405, "std": 0.016938, "sem": 0.001201, "min": 0.001659, "max": 0.114188, "recall-0.025": 0.415, "recall-0.05": 0.865, "recall-0.1": 0.995, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "body_errors": { "body": { "count": 5195, "mean": 0.030564, "median": 0.023498, "std": 0.027462, "sem": 0.001948, "min": 0.002578, "max": 0.206494, "num_labels": 5200 }, "face": { "count": 13600, "mean": 0.048109, "median": 0.039083, "std": 0.031799, "sem": 0.002254, "min": 0.006293, "max": 0.203005, "num_labels": 13600 }, "hand": { "count": 8306, "mean": 0.053144, "median": 0.029768, "std": 0.066885, "sem": 0.004769, "min": 0.003241, "max": 0.431926, "num_labels": 8400 } }, "joint_recalls": { "num_labels": 27200, "recall-0.025": 0.3825, "recall-0.05": 0.69544, "recall-0.1": 0.90967, "recall-0.15": 0.96357, "recall-0.25": 0.9857, "recall-0.5": 0.99636 } } { "total_parts": 2800, "correct_parts": 2790, "pcp": 0.996429 } ``` ### EgoHumans ##### tagging ```json { "avg_time_2d": 0.042454131444295246, "avg_time_3d": 0.0014010773764716255, "avg_fps": 22.802308480320526 } { "person_nums": { "total_frames": 100, "total_labels": 400, "total_preds": 380, "considered_empty": 0, "valid_preds": 368, "invalid_preds": 12, "missing": 32, "invalid_fraction": 0.03158, "precision": 0.96842, "recall": 0.92, "f1": 0.94359, "non_empty": 380 }, "mpjpe": { "count": 368, "mean": 0.039349, "median": 0.032926, "std": 0.022058, "sem": 0.001151, "min": 0.016105, "max": 0.262994, "recall-0.025": 0.15, "recall-0.05": 0.76, "recall-0.1": 0.895, "recall-0.15": 0.915, "recall-0.25": 0.9175, "recall-0.5": 0.92, "num_labels": 400, "ap-0.025": 0.028482, "ap-0.05": 0.674481, "ap-0.1": 0.888311, "ap-0.15": 0.913135, "ap-0.25": 0.917036, "ap-0.5": 0.919656 }, "head": { "count": 368, "mean": 0.045052, "median": 0.039098, "std": 0.027362, "sem": 0.001428, "min": 0.002977, "max": 0.236023, "recall-0.025": 0.1825, "recall-0.05": 0.6175, "recall-0.1": 0.885, "recall-0.15": 0.91, "recall-0.25": 0.92, "recall-0.5": 0.92, "num_labels": 400 }, "shoulder_left": { "count": 368, "mean": 0.039685, "median": 0.034322, "std": 0.030226, "sem": 0.001578, "min": 0.005282, "max": 0.446219, "recall-0.025": 0.26, "recall-0.05": 0.6975, "recall-0.1": 0.9025, "recall-0.15": 0.9175, "recall-0.25": 0.9175, "recall-0.5": 0.92, "num_labels": 400 }, "shoulder_right": { "count": 368, "mean": 0.039579, "median": 0.036172, "std": 0.023037, "sem": 0.001203, "min": 0.004844, "max": 0.275894, "recall-0.025": 0.1975, "recall-0.05": 0.715, "recall-0.1": 0.905, "recall-0.15": 0.9175, "recall-0.25": 0.9175, "recall-0.5": 0.92, "num_labels": 400 }, "elbow_left": { "count": 368, "mean": 0.0303, "median": 0.0257, "std": 0.027754, "sem": 0.001449, "min": 0.002612, "max": 0.365908, "recall-0.025": 0.435, "recall-0.05": 0.83, "recall-0.1": 0.905, "recall-0.15": 0.915, "recall-0.25": 0.9175, "recall-0.5": 0.92, "num_labels": 400 }, "elbow_right": { "count": 368, "mean": 0.037584, "median": 0.030106, "std": 0.029529, "sem": 0.001541, "min": 0.003654, "max": 0.324866, "recall-0.025": 0.32, "recall-0.05": 0.75, "recall-0.1": 0.8725, "recall-0.15": 0.9175, "recall-0.25": 0.9175, "recall-0.5": 0.92, "num_labels": 400 }, "wrist_left": { "count": 368, "mean": 0.034703, "median": 0.025471, "std": 0.031666, "sem": 0.001653, "min": 0.002851, "max": 0.304971, "recall-0.025": 0.4425, "recall-0.05": 0.7725, "recall-0.1": 0.8825, "recall-0.15": 0.9125, "recall-0.25": 0.915, "recall-0.5": 0.92, "num_labels": 400 }, "wrist_right": { "count": 365, "mean": 0.034027, "median": 0.024238, "std": 0.03586, "sem": 0.00188, "min": 0.002002, "max": 0.308895, "recall-0.025": 0.4675, "recall-0.05": 0.76, "recall-0.1": 0.875, "recall-0.15": 0.8975, "recall-0.25": 0.905, "recall-0.5": 0.9125, "num_labels": 400 }, "hip_left": { "count": 368, "mean": 0.046902, "median": 0.038138, "std": 0.030151, "sem": 0.001574, "min": 0.005184, "max": 0.155154, "recall-0.025": 0.1925, "recall-0.05": 0.6375, "recall-0.1": 0.845, "recall-0.15": 0.9175, "recall-0.25": 0.92, "recall-0.5": 0.92, "num_labels": 400 }, "hip_right": { "count": 368, "mean": 0.044591, "median": 0.036501, "std": 0.029531, "sem": 0.001541, "min": 0.004714, "max": 0.164952, "recall-0.025": 0.24, "recall-0.05": 0.65, "recall-0.1": 0.8575, "recall-0.15": 0.9125, "recall-0.25": 0.92, "recall-0.5": 0.92, "num_labels": 400 }, "knee_left": { "count": 368, "mean": 0.027594, "median": 0.023103, "std": 0.020036, "sem": 0.001046, "min": 0.001091, "max": 0.223156, "recall-0.025": 0.5075, "recall-0.05": 0.84, "recall-0.1": 0.9125, "recall-0.15": 0.915, "recall-0.25": 0.92, "recall-0.5": 0.92, "num_labels": 400 }, "knee_right": { "count": 366, "mean": 0.031508, "median": 0.023626, "std": 0.035056, "sem": 0.001835, "min": 0.00167, "max": 0.414212, "recall-0.025": 0.48, "recall-0.05": 0.8125, "recall-0.1": 0.895, "recall-0.15": 0.9025, "recall-0.25": 0.905, "recall-0.5": 0.915, "num_labels": 400 }, "ankle_left": { "count": 368, "mean": 0.036661, "median": 0.029479, "std": 0.036337, "sem": 0.001897, "min": 0.003431, "max": 0.481637, "recall-0.025": 0.36, "recall-0.05": 0.7575, "recall-0.1": 0.895, "recall-0.15": 0.9125, "recall-0.25": 0.915, "recall-0.5": 0.92, "num_labels": 400 }, "ankle_right": { "count": 366, "mean": 0.050792, "median": 0.034511, "std": 0.05242, "sem": 0.002744, "min": 0.004525, "max": 0.452313, "recall-0.025": 0.2575, "recall-0.05": 0.6275, "recall-0.1": 0.8125, "recall-0.15": 0.885, "recall-0.25": 0.9025, "recall-0.5": 0.915, "num_labels": 400 }, "joint_recalls": { "num_labels": 5200, "recall-0.025": 0.33385, "recall-0.05": 0.72788, "recall-0.1": 0.88038, "recall-0.15": 0.91019, "recall-0.25": 0.91481, "recall-0.5": 0.91865 } } { "total_parts": 5600, "correct_parts": 5101, "pcp": 0.910893 } ``` ##### legoassemble ```json { "avg_time_2d": 0.03811510833534035, "avg_time_3d": 0.0012803936863804723, "avg_fps": 25.383608500499555 } { "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": 0.029682, "median": 0.028424, "std": 0.008263, "sem": 0.000434, "min": 0.012972, "max": 0.058471, "recall-0.025": 0.30303, "recall-0.05": 0.975207, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363, "ap-0.025": 0.095589, "ap-0.05": 0.967838, "ap-0.1": 1.0, "ap-0.15": 1.0, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "head": { "count": 363, "mean": 0.030095, "median": 0.025736, "std": 0.016745, "sem": 0.00088, "min": 0.003765, "max": 0.090512, "recall-0.025": 0.473829, "recall-0.05": 0.878788, "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": 0.030859, "median": 0.025023, "std": 0.020779, "sem": 0.001092, "min": 0.002824, "max": 0.154308, "recall-0.025": 0.498623, "recall-0.05": 0.865014, "recall-0.1": 0.983471, "recall-0.15": 0.997245, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "shoulder_right": { "count": 363, "mean": 0.029979, "median": 0.028759, "std": 0.014556, "sem": 0.000765, "min": 0.001729, "max": 0.10965, "recall-0.025": 0.37741, "recall-0.05": 0.906336, "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": 0.023742, "median": 0.020914, "std": 0.014781, "sem": 0.000777, "min": 0.004184, "max": 0.191137, "recall-0.025": 0.641873, "recall-0.05": 0.953168, "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": 0.020613, "median": 0.019357, "std": 0.011342, "sem": 0.000596, "min": 0.001944, "max": 0.121475, "recall-0.025": 0.713499, "recall-0.05": 0.983471, "recall-0.1": 0.997245, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "wrist_left": { "count": 363, "mean": 0.025604, "median": 0.01995, "std": 0.021669, "sem": 0.001139, "min": 0.002006, "max": 0.22929, "recall-0.025": 0.639118, "recall-0.05": 0.933884, "recall-0.1": 0.988981, "recall-0.15": 0.99449, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "wrist_right": { "count": 363, "mean": 0.020501, "median": 0.018416, "std": 0.015423, "sem": 0.000811, "min": 0.000389, "max": 0.230442, "recall-0.025": 0.730028, "recall-0.05": 0.977961, "recall-0.1": 0.997245, "recall-0.15": 0.997245, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "hip_left": { "count": 363, "mean": 0.043261, "median": 0.041291, "std": 0.020179, "sem": 0.001061, "min": 0.00312, "max": 0.123913, "recall-0.025": 0.176309, "recall-0.05": 0.702479, "recall-0.1": 0.991736, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "hip_right": { "count": 363, "mean": 0.040709, "median": 0.039307, "std": 0.020797, "sem": 0.001093, "min": 0.003134, "max": 0.134375, "recall-0.025": 0.231405, "recall-0.05": 0.730028, "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": 0.031175, "median": 0.021674, "std": 0.027529, "sem": 0.001447, "min": 0.002038, "max": 0.162017, "recall-0.025": 0.553719, "recall-0.05": 0.84573, "recall-0.1": 0.961433, "recall-0.15": 0.99449, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "knee_right": { "count": 363, "mean": 0.027233, "median": 0.022668, "std": 0.016811, "sem": 0.000884, "min": 0.003812, "max": 0.086962, "recall-0.025": 0.561983, "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 }, "ankle_left": { "count": 363, "mean": 0.030821, "median": 0.024361, "std": 0.02239, "sem": 0.001177, "min": 0.001517, "max": 0.16091, "recall-0.025": 0.509642, "recall-0.05": 0.870523, "recall-0.1": 0.977961, "recall-0.15": 0.997245, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "ankle_right": { "count": 363, "mean": 0.031271, "median": 0.024652, "std": 0.024776, "sem": 0.001302, "min": 0.004853, "max": 0.208821, "recall-0.025": 0.509642, "recall-0.05": 0.867769, "recall-0.1": 0.975207, "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": 0.50773, "recall-0.05": 0.87519, "recall-0.1": 0.98771, "recall-0.15": 0.99661, "recall-0.25": 1.0, "recall-0.5": 1.0 } } { "total_parts": 5082, "correct_parts": 5081, "pcp": 0.999803 } ``` ##### fencing ```json { "avg_time_2d": 0.04734099981112358, "avg_time_3d": 0.0018441172746511607, "avg_fps": 20.33135345100599 } { "person_nums": { "total_frames": 166, "total_labels": 332, "total_preds": 664, "considered_empty": 0, "valid_preds": 332, "invalid_preds": 332, "missing": 0, "invalid_fraction": 0.5, "precision": 0.5, "recall": 1.0, "f1": 0.66667, "non_empty": 664 }, "mpjpe": { "count": 332, "mean": 0.027351, "median": 0.024377, "std": 0.007822, "sem": 0.00043, "min": 0.015457, "max": 0.057071, "recall-0.025": 0.533133, "recall-0.05": 0.987952, "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": 0.241779, "ap-0.05": 0.657382, "ap-0.1": 0.678007, "ap-0.15": 0.678007, "ap-0.25": 0.678007, "ap-0.5": 0.678007 }, "head": { "count": 332, "mean": 0.043047, "median": 0.043778, "std": 0.020861, "sem": 0.001147, "min": 0.003831, "max": 0.108603, "recall-0.025": 0.240964, "recall-0.05": 0.63253, "recall-0.1": 0.993976, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "shoulder_left": { "count": 332, "mean": 0.031107, "median": 0.029309, "std": 0.014762, "sem": 0.000811, "min": 0.003898, "max": 0.104891, "recall-0.025": 0.319277, "recall-0.05": 0.89759, "recall-0.1": 0.996988, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "shoulder_right": { "count": 332, "mean": 0.03191, "median": 0.025695, "std": 0.018223, "sem": 0.001002, "min": 0.007553, "max": 0.119254, "recall-0.025": 0.460843, "recall-0.05": 0.858434, "recall-0.1": 0.990964, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "elbow_left": { "count": 332, "mean": 0.019747, "median": 0.016664, "std": 0.010703, "sem": 0.000588, "min": 0.002375, "max": 0.073654, "recall-0.025": 0.804217, "recall-0.05": 0.96988, "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": 0.023658, "median": 0.019327, "std": 0.015562, "sem": 0.000855, "min": 0.001925, "max": 0.116987, "recall-0.025": 0.695783, "recall-0.05": 0.918675, "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": 0.018893, "median": 0.012314, "std": 0.01813, "sem": 0.000996, "min": 0.000772, "max": 0.117136, "recall-0.025": 0.783133, "recall-0.05": 0.942771, "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": 0.027637, "median": 0.02144, "std": 0.021639, "sem": 0.001189, "min": 0.003104, "max": 0.175776, "recall-0.025": 0.596386, "recall-0.05": 0.888554, "recall-0.1": 0.981928, "recall-0.15": 0.996988, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "hip_left": { "count": 332, "mean": 0.036806, "median": 0.035179, "std": 0.016645, "sem": 0.000915, "min": 0.001382, "max": 0.103918, "recall-0.025": 0.225904, "recall-0.05": 0.861446, "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": 0.032068, "median": 0.028959, "std": 0.017032, "sem": 0.000936, "min": 0.003695, "max": 0.112886, "recall-0.025": 0.373494, "recall-0.05": 0.885542, "recall-0.1": 0.987952, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "knee_left": { "count": 332, "mean": 0.021857, "median": 0.017494, "std": 0.014935, "sem": 0.000821, "min": 0.002691, "max": 0.084745, "recall-0.025": 0.728916, "recall-0.05": 0.921687, "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": 0.019981, "median": 0.014665, "std": 0.01517, "sem": 0.000834, "min": 0.002188, "max": 0.100948, "recall-0.025": 0.743976, "recall-0.05": 0.951807, "recall-0.1": 0.996988, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "ankle_left": { "count": 332, "mean": 0.018884, "median": 0.016614, "std": 0.008671, "sem": 0.000477, "min": 0.002771, "max": 0.050803, "recall-0.025": 0.774096, "recall-0.05": 0.996988, "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": 0.029967, "median": 0.028117, "std": 0.012064, "sem": 0.000663, "min": 0.003554, "max": 0.100546, "recall-0.025": 0.298193, "recall-0.05": 0.939759, "recall-0.1": 0.996988, "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": 0.54101, "recall-0.05": 0.89574, "recall-0.1": 0.99444, "recall-0.15": 0.99977, "recall-0.25": 1.0, "recall-0.5": 1.0 } } { "total_parts": 4648, "correct_parts": 4648, "pcp": 1.0 } ``` ##### basketball ```json { "avg_time_2d": 0.050000576972961425, "avg_time_3d": 0.002305936813354492, "avg_fps": 19.118077799740753 } { "person_nums": { "total_frames": 110, "total_labels": 330, "total_preds": 482, "considered_empty": 0, "valid_preds": 330, "invalid_preds": 152, "missing": 0, "invalid_fraction": 0.31535, "precision": 0.68465, "recall": 1.0, "f1": 0.81281, "non_empty": 482 }, "mpjpe": { "count": 330, "mean": 0.044547, "median": 0.039412, "std": 0.027376, "sem": 0.001509, "min": 0.019643, "max": 0.451187, "recall-0.025": 0.066667, "recall-0.05": 0.706061, "recall-0.1": 0.993939, "recall-0.15": 0.99697, "recall-0.25": 0.99697, "recall-0.5": 1.0, "num_labels": 330, "ap-0.025": 0.00428, "ap-0.05": 0.408407, "ap-0.1": 0.696195, "ap-0.15": 0.700603, "ap-0.25": 0.700603, "ap-0.5": 0.705026 }, "head": { "count": 330, "mean": 0.050407, "median": 0.043433, "std": 0.029395, "sem": 0.001621, "min": 0.007161, "max": 0.322279, "recall-0.025": 0.142424, "recall-0.05": 0.587879, "recall-0.1": 0.936364, "recall-0.15": 0.99697, "recall-0.25": 0.99697, "recall-0.5": 1.0, "num_labels": 330 }, "shoulder_left": { "count": 329, "mean": 0.049521, "median": 0.045053, "std": 0.024858, "sem": 0.001373, "min": 0.007095, "max": 0.154532, "recall-0.025": 0.148485, "recall-0.05": 0.59697, "recall-0.1": 0.957576, "recall-0.15": 0.993939, "recall-0.25": 0.99697, "recall-0.5": 0.99697, "num_labels": 330 }, "shoulder_right": { "count": 330, "mean": 0.044319, "median": 0.037218, "std": 0.034218, "sem": 0.001887, "min": 0.004313, "max": 0.480158, "recall-0.025": 0.233333, "recall-0.05": 0.687879, "recall-0.1": 0.954545, "recall-0.15": 0.99697, "recall-0.25": 0.99697, "recall-0.5": 1.0, "num_labels": 330 }, "elbow_left": { "count": 329, "mean": 0.048481, "median": 0.038712, "std": 0.033097, "sem": 0.001827, "min": 0.003004, "max": 0.297929, "recall-0.025": 0.218182, "recall-0.05": 0.642424, "recall-0.1": 0.927273, "recall-0.15": 0.987879, "recall-0.25": 0.993939, "recall-0.5": 0.99697, "num_labels": 330 }, "elbow_right": { "count": 330, "mean": 0.047223, "median": 0.039596, "std": 0.037877, "sem": 0.002088, "min": 0.004914, "max": 0.492122, "recall-0.025": 0.221212, "recall-0.05": 0.660606, "recall-0.1": 0.942424, "recall-0.15": 0.984848, "recall-0.25": 0.99697, "recall-0.5": 1.0, "num_labels": 330 }, "wrist_left": { "count": 329, "mean": 0.051291, "median": 0.041442, "std": 0.042288, "sem": 0.002335, "min": 0.004449, "max": 0.424882, "recall-0.025": 0.230303, "recall-0.05": 0.6, "recall-0.1": 0.909091, "recall-0.15": 0.975758, "recall-0.25": 0.987879, "recall-0.5": 0.99697, "num_labels": 330 }, "wrist_right": { "count": 330, "mean": 0.053604, "median": 0.046393, "std": 0.037546, "sem": 0.00207, "min": 0.004392, "max": 0.348793, "recall-0.025": 0.139394, "recall-0.05": 0.563636, "recall-0.1": 0.909091, "recall-0.15": 0.966667, "recall-0.25": 0.99697, "recall-0.5": 1.0, "num_labels": 330 }, "hip_left": { "count": 330, "mean": 0.044183, "median": 0.038068, "std": 0.03422, "sem": 0.001887, "min": 0.005511, "max": 0.481605, "recall-0.025": 0.239394, "recall-0.05": 0.678788, "recall-0.1": 0.972727, "recall-0.15": 0.993939, "recall-0.25": 0.99697, "recall-0.5": 1.0, "num_labels": 330 }, "hip_right": { "count": 330, "mean": 0.042642, "median": 0.040013, "std": 0.024685, "sem": 0.001361, "min": 0.004172, "max": 0.272625, "recall-0.025": 0.239394, "recall-0.05": 0.681818, "recall-0.1": 0.984848, "recall-0.15": 0.99697, "recall-0.25": 0.99697, "recall-0.5": 1.0, "num_labels": 330 }, "knee_left": { "count": 330, "mean": 0.034138, "median": 0.030334, "std": 0.021238, "sem": 0.001171, "min": 0.002605, "max": 0.128253, "recall-0.025": 0.418182, "recall-0.05": 0.821212, "recall-0.1": 0.987879, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330 }, "knee_right": { "count": 329, "mean": 0.035864, "median": 0.030501, "std": 0.021677, "sem": 0.001197, "min": 0.004259, "max": 0.12896, "recall-0.025": 0.381818, "recall-0.05": 0.784848, "recall-0.1": 0.981818, "recall-0.15": 0.99697, "recall-0.25": 0.99697, "recall-0.5": 0.99697, "num_labels": 330 }, "ankle_left": { "count": 330, "mean": 0.034536, "median": 0.027684, "std": 0.024799, "sem": 0.001367, "min": 0.003123, "max": 0.171156, "recall-0.025": 0.442424, "recall-0.05": 0.80303, "recall-0.1": 0.975758, "recall-0.15": 0.99697, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330 }, "ankle_right": { "count": 329, "mean": 0.033706, "median": 0.029006, "std": 0.020755, "sem": 0.001146, "min": 0.00172, "max": 0.128362, "recall-0.025": 0.381818, "recall-0.05": 0.842424, "recall-0.1": 0.978788, "recall-0.15": 0.99697, "recall-0.25": 0.99697, "recall-0.5": 0.99697, "num_labels": 330 }, "joint_recalls": { "num_labels": 4290, "recall-0.025": 0.2627, "recall-0.05": 0.68671, "recall-0.1": 0.95408, "recall-0.15": 0.99044, "recall-0.25": 0.99627, "recall-0.5": 0.99883 } } { "total_parts": 4620, "correct_parts": 4587, "pcp": 0.992857 } ``` ##### volleyball ```json { "avg_time_2d": 0.09007903262301609, "avg_time_3d": 0.005098295641375017, "avg_fps": 10.506703836255216 } { "person_nums": { "total_frames": 121, "total_labels": 484, "total_preds": 523, "considered_empty": 0, "valid_preds": 482, "invalid_preds": 41, "missing": 2, "invalid_fraction": 0.07839, "precision": 0.92161, "recall": 0.99587, "f1": 0.9573, "non_empty": 523 }, "mpjpe": { "count": 482, "mean": 0.03475, "median": 0.030963, "std": 0.020545, "sem": 0.000937, "min": 0.01466, "max": 0.368354, "recall-0.025": 0.241736, "recall-0.05": 0.902893, "recall-0.1": 0.989669, "recall-0.15": 0.993802, "recall-0.25": 0.993802, "recall-0.5": 0.995868, "num_labels": 484, "ap-0.025": 0.062343, "ap-0.05": 0.812653, "ap-0.1": 0.966396, "ap-0.15": 0.971074, "ap-0.25": 0.971074, "ap-0.5": 0.977994 }, "head": { "count": 482, "mean": 0.033664, "median": 0.028392, "std": 0.020491, "sem": 0.000934, "min": 0.002498, "max": 0.107228, "recall-0.025": 0.433884, "recall-0.05": 0.78719, "recall-0.1": 0.987603, "recall-0.15": 0.995868, "recall-0.25": 0.995868, "recall-0.5": 0.995868, "num_labels": 484 }, "shoulder_left": { "count": 482, "mean": 0.034837, "median": 0.030613, "std": 0.018747, "sem": 0.000855, "min": 0.005812, "max": 0.109419, "recall-0.025": 0.357438, "recall-0.05": 0.791322, "recall-0.1": 0.985537, "recall-0.15": 0.995868, "recall-0.25": 0.995868, "recall-0.5": 0.995868, "num_labels": 484 }, "shoulder_right": { "count": 482, "mean": 0.034559, "median": 0.030309, "std": 0.021956, "sem": 0.001001, "min": 0.002815, "max": 0.17224, "recall-0.025": 0.386364, "recall-0.05": 0.793388, "recall-0.1": 0.979339, "recall-0.15": 0.991736, "recall-0.25": 0.995868, "recall-0.5": 0.995868, "num_labels": 484 }, "elbow_left": { "count": 482, "mean": 0.035854, "median": 0.031422, "std": 0.02381, "sem": 0.001086, "min": 0.002872, "max": 0.272109, "recall-0.025": 0.353306, "recall-0.05": 0.834711, "recall-0.1": 0.977273, "recall-0.15": 0.993802, "recall-0.25": 0.993802, "recall-0.5": 0.995868, "num_labels": 484 }, "elbow_right": { "count": 481, "mean": 0.038432, "median": 0.032114, "std": 0.032718, "sem": 0.001493, "min": 0.003564, "max": 0.364307, "recall-0.025": 0.378099, "recall-0.05": 0.780992, "recall-0.1": 0.964876, "recall-0.15": 0.981405, "recall-0.25": 0.987603, "recall-0.5": 0.993802, "num_labels": 484 }, "wrist_left": { "count": 481, "mean": 0.042373, "median": 0.035384, "std": 0.029776, "sem": 0.001359, "min": 0.003307, "max": 0.226649, "recall-0.025": 0.283058, "recall-0.05": 0.719008, "recall-0.1": 0.946281, "recall-0.15": 0.983471, "recall-0.25": 0.993802, "recall-0.5": 0.993802, "num_labels": 484 }, "wrist_right": { "count": 480, "mean": 0.042498, "median": 0.032931, "std": 0.035624, "sem": 0.001628, "min": 0.004798, "max": 0.404334, "recall-0.025": 0.293388, "recall-0.05": 0.729339, "recall-0.1": 0.948347, "recall-0.15": 0.977273, "recall-0.25": 0.987603, "recall-0.5": 0.991736, "num_labels": 484 }, "hip_left": { "count": 482, "mean": 0.037141, "median": 0.033639, "std": 0.019958, "sem": 0.00091, "min": 0.003362, "max": 0.168991, "recall-0.025": 0.28719, "recall-0.05": 0.780992, "recall-0.1": 0.989669, "recall-0.15": 0.993802, "recall-0.25": 0.995868, "recall-0.5": 0.995868, "num_labels": 484 }, "hip_right": { "count": 482, "mean": 0.042536, "median": 0.03524, "std": 0.027635, "sem": 0.00126, "min": 0.005179, "max": 0.224822, "recall-0.025": 0.274793, "recall-0.05": 0.72314, "recall-0.1": 0.942149, "recall-0.15": 0.993802, "recall-0.25": 0.995868, "recall-0.5": 0.995868, "num_labels": 484 }, "knee_left": { "count": 481, "mean": 0.023509, "median": 0.020528, "std": 0.014407, "sem": 0.000658, "min": 0.001284, "max": 0.125526, "recall-0.025": 0.628099, "recall-0.05": 0.93595, "recall-0.1": 0.991736, "recall-0.15": 0.993802, "recall-0.25": 0.993802, "recall-0.5": 0.993802, "num_labels": 484 }, "knee_right": { "count": 481, "mean": 0.026612, "median": 0.021565, "std": 0.017766, "sem": 0.000811, "min": 0.001499, "max": 0.138939, "recall-0.025": 0.572314, "recall-0.05": 0.89876, "recall-0.1": 0.983471, "recall-0.15": 0.993802, "recall-0.25": 0.993802, "recall-0.5": 0.993802, "num_labels": 484 }, "ankle_left": { "count": 482, "mean": 0.023658, "median": 0.019326, "std": 0.018667, "sem": 0.000851, "min": 0.001836, "max": 0.211379, "recall-0.025": 0.663223, "recall-0.05": 0.956612, "recall-0.1": 0.987603, "recall-0.15": 0.989669, "recall-0.25": 0.995868, "recall-0.5": 0.995868, "num_labels": 484 }, "ankle_right": { "count": 481, "mean": 0.025205, "median": 0.020694, "std": 0.020556, "sem": 0.000938, "min": 0.002377, "max": 0.314326, "recall-0.025": 0.63843, "recall-0.05": 0.911157, "recall-0.1": 0.991736, "recall-0.15": 0.991736, "recall-0.25": 0.991736, "recall-0.5": 0.993802, "num_labels": 484 }, "joint_recalls": { "num_labels": 6292, "recall-0.025": 0.42546, "recall-0.05": 0.81739, "recall-0.1": 0.97394, "recall-0.15": 0.99015, "recall-0.25": 0.99332, "recall-0.5": 0.99476 } } { "total_parts": 6776, "correct_parts": 6722, "pcp": 0.992031 } ``` ##### badminton ```json { "avg_time_2d": 0.06544327046829841, "avg_time_3d": 0.0028696142869188606, "avg_fps": 14.638526883812016 } { "person_nums": { "total_frames": 183, "total_labels": 732, "total_preds": 742, "considered_empty": 0, "valid_preds": 729, "invalid_preds": 13, "missing": 3, "invalid_fraction": 0.01752, "precision": 0.98248, "recall": 0.9959, "f1": 0.98915, "non_empty": 742 }, "mpjpe": { "count": 729, "mean": 0.02743, "median": 0.026034, "std": 0.00798, "sem": 0.000296, "min": 0.012097, "max": 0.078647, "recall-0.025": 0.43306, "recall-0.05": 0.976776, "recall-0.1": 0.995902, "recall-0.15": 0.995902, "recall-0.25": 0.995902, "recall-0.5": 0.995902, "num_labels": 732, "ap-0.025": 0.210169, "ap-0.05": 0.960342, "ap-0.1": 0.995902, "ap-0.15": 0.995902, "ap-0.25": 0.995902, "ap-0.5": 0.995902 }, "head": { "count": 729, "mean": 0.031712, "median": 0.025951, "std": 0.023084, "sem": 0.000856, "min": 0.000911, "max": 0.213568, "recall-0.025": 0.467213, "recall-0.05": 0.840164, "recall-0.1": 0.979508, "recall-0.15": 0.991803, "recall-0.25": 0.995902, "recall-0.5": 0.995902, "num_labels": 732 }, "shoulder_left": { "count": 729, "mean": 0.035599, "median": 0.03057, "std": 0.021125, "sem": 0.000783, "min": 0.003008, "max": 0.156968, "recall-0.025": 0.329235, "recall-0.05": 0.830601, "recall-0.1": 0.969945, "recall-0.15": 0.994536, "recall-0.25": 0.995902, "recall-0.5": 0.995902, "num_labels": 732 }, "shoulder_right": { "count": 729, "mean": 0.028876, "median": 0.02443, "std": 0.018415, "sem": 0.000682, "min": 0.002113, "max": 0.174751, "recall-0.025": 0.51776, "recall-0.05": 0.896175, "recall-0.1": 0.989071, "recall-0.15": 0.994536, "recall-0.25": 0.995902, "recall-0.5": 0.995902, "num_labels": 732 }, "elbow_left": { "count": 729, "mean": 0.026572, "median": 0.022611, "std": 0.017068, "sem": 0.000633, "min": 0.001694, "max": 0.157654, "recall-0.025": 0.577869, "recall-0.05": 0.909836, "recall-0.1": 0.991803, "recall-0.15": 0.994536, "recall-0.25": 0.995902, "recall-0.5": 0.995902, "num_labels": 732 }, "elbow_right": { "count": 729, "mean": 0.025012, "median": 0.02006, "std": 0.017218, "sem": 0.000638, "min": 0.002363, "max": 0.131751, "recall-0.025": 0.644809, "recall-0.05": 0.904372, "recall-0.1": 0.990437, "recall-0.15": 0.995902, "recall-0.25": 0.995902, "recall-0.5": 0.995902, "num_labels": 732 }, "wrist_left": { "count": 729, "mean": 0.03047, "median": 0.024918, "std": 0.022484, "sem": 0.000833, "min": 0.001889, "max": 0.234259, "recall-0.025": 0.504098, "recall-0.05": 0.868852, "recall-0.1": 0.979508, "recall-0.15": 0.993169, "recall-0.25": 0.995902, "recall-0.5": 0.995902, "num_labels": 732 }, "wrist_right": { "count": 729, "mean": 0.030171, "median": 0.024392, "std": 0.023154, "sem": 0.000858, "min": 0.001391, "max": 0.24946, "recall-0.025": 0.512295, "recall-0.05": 0.894809, "recall-0.1": 0.978142, "recall-0.15": 0.990437, "recall-0.25": 0.995902, "recall-0.5": 0.995902, "num_labels": 732 }, "hip_left": { "count": 729, "mean": 0.029121, "median": 0.026385, "std": 0.015204, "sem": 0.000563, "min": 0.00251, "max": 0.09251, "recall-0.025": 0.460383, "recall-0.05": 0.901639, "recall-0.1": 0.995902, "recall-0.15": 0.995902, "recall-0.25": 0.995902, "recall-0.5": 0.995902, "num_labels": 732 }, "hip_right": { "count": 729, "mean": 0.028751, "median": 0.026506, "std": 0.015338, "sem": 0.000568, "min": 0.001462, "max": 0.133708, "recall-0.025": 0.442623, "recall-0.05": 0.911202, "recall-0.1": 0.991803, "recall-0.15": 0.995902, "recall-0.25": 0.995902, "recall-0.5": 0.995902, "num_labels": 732 }, "knee_left": { "count": 729, "mean": 0.019508, "median": 0.018288, "std": 0.00943, "sem": 0.00035, "min": 0.000645, "max": 0.068412, "recall-0.025": 0.765027, "recall-0.05": 0.983607, "recall-0.1": 0.995902, "recall-0.15": 0.995902, "recall-0.25": 0.995902, "recall-0.5": 0.995902, "num_labels": 732 }, "knee_right": { "count": 729, "mean": 0.022728, "median": 0.020933, "std": 0.011838, "sem": 0.000439, "min": 0.00155, "max": 0.090798, "recall-0.025": 0.657104, "recall-0.05": 0.967213, "recall-0.1": 0.995902, "recall-0.15": 0.995902, "recall-0.25": 0.995902, "recall-0.5": 0.995902, "num_labels": 732 }, "ankle_left": { "count": 729, "mean": 0.022895, "median": 0.021701, "std": 0.010938, "sem": 0.000405, "min": 0.00099, "max": 0.093058, "recall-0.025": 0.631148, "recall-0.05": 0.971311, "recall-0.1": 0.995902, "recall-0.15": 0.995902, "recall-0.25": 0.995902, "recall-0.5": 0.995902, "num_labels": 732 }, "ankle_right": { "count": 729, "mean": 0.02517, "median": 0.023714, "std": 0.011932, "sem": 0.000442, "min": 0.002256, "max": 0.108244, "recall-0.025": 0.543716, "recall-0.05": 0.961749, "recall-0.1": 0.994536, "recall-0.15": 0.995902, "recall-0.25": 0.995902, "recall-0.5": 0.995902, "num_labels": 732 }, "joint_recalls": { "num_labels": 9516, "recall-0.025": 0.54214, "recall-0.05": 0.91015, "recall-0.1": 0.98749, "recall-0.15": 0.99433, "recall-0.25": 0.9959, "recall-0.5": 0.9959 } } { "total_parts": 10248, "correct_parts": 10194, "pcp": 0.994731 } ``` ##### tennis ```json { "avg_time_2d": 0.06536485716613413, "avg_time_3d": 0.0028059914795278804, "avg_fps": 14.669026715477658 } { "person_nums": { "total_frames": 181, "total_labels": 362, "total_preds": 363, "considered_empty": 0, "valid_preds": 362, "invalid_preds": 1, "missing": 0, "invalid_fraction": 0.00275, "precision": 0.99725, "recall": 1.0, "f1": 0.99862, "non_empty": 363 }, "mpjpe": { "count": 362, "mean": 0.02557, "median": 0.023909, "std": 0.009532, "sem": 0.000502, "min": 0.014679, "max": 0.132619, "recall-0.025": 0.616022, "recall-0.05": 0.977901, "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": 0.455631, "ap-0.05": 0.975503, "ap-0.1": 0.997184, "ap-0.15": 1.0, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "head": { "count": 362, "mean": 0.038431, "median": 0.038664, "std": 0.014854, "sem": 0.000782, "min": 0.005309, "max": 0.137357, "recall-0.025": 0.168508, "recall-0.05": 0.831492, "recall-0.1": 0.997238, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362 }, "shoulder_left": { "count": 362, "mean": 0.026983, "median": 0.02263, "std": 0.015206, "sem": 0.0008, "min": 0.00387, "max": 0.126938, "recall-0.025": 0.58011, "recall-0.05": 0.917127, "recall-0.1": 0.997238, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362 }, "shoulder_right": { "count": 362, "mean": 0.034054, "median": 0.031876, "std": 0.015398, "sem": 0.00081, "min": 0.004182, "max": 0.141592, "recall-0.025": 0.273481, "recall-0.05": 0.881215, "recall-0.1": 0.994475, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362 }, "elbow_left": { "count": 362, "mean": 0.020792, "median": 0.016891, "std": 0.015473, "sem": 0.000814, "min": 0.002343, "max": 0.158617, "recall-0.025": 0.751381, "recall-0.05": 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"pcp": 0.998224 } ```