# Evaluation Results Results of the model in various experiments on different datasets. ### Human36m ```json { "avg_time_2d": 0.010846347323918747, "avg_time_3d": 0.0003320467674126059, "avg_fps": 89.45828817893282 } { "person_nums": { "total_frames": 600, "total_labels": 600, "total_preds": 601, "considered_empty": 0, "valid_preds": 600, "invalid_preds": 1, "missing": 0, "invalid_fraction": 0.00166, "precision": 0.99834, "recall": 1.0, "f1": 0.99917, "non_empty": 601 }, "mpjpe": { "count": 600, "mean": 0.066093, "median": 0.058635, "std": 0.027815, "sem": 0.001136, "min": 0.040333, "max": 0.189198, "recall-0.025": 0.0, "recall-0.05": 0.101667, "recall-0.1": 0.938333, "recall-0.15": 0.95, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600, "ap-0.025": 0.0, "ap-0.05": 0.023002, "ap-0.1": 0.897991, "ap-0.15": 0.914985, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "nose": { "count": 600, "mean": 0.114181, "median": 0.099121, "std": 0.042396, "sem": 0.001732, "min": 0.029365, "max": 0.287428, "recall-0.025": 0.0, "recall-0.05": 0.011667, "recall-0.1": 0.508333, "recall-0.15": 0.801667, "recall-0.25": 0.991667, "recall-0.5": 1.0, "num_labels": 600 }, "shoulder_left": { "count": 600, "mean": 0.03478, "median": 0.026496, "std": 0.031647, "sem": 0.001293, "min": 0.003155, "max": 0.183779, "recall-0.025": 0.455, "recall-0.05": 0.853333, "recall-0.1": 0.95, "recall-0.15": 0.966667, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "shoulder_right": { "count": 600, "mean": 0.047867, "median": 0.034293, "std": 0.039619, "sem": 0.001619, "min": 0.005688, "max": 0.254393, "recall-0.025": 0.218333, "recall-0.05": 0.751667, "recall-0.1": 0.913333, "recall-0.15": 0.95, "recall-0.25": 0.998333, "recall-0.5": 1.0, "num_labels": 600 }, "elbow_left": { "count": 600, "mean": 0.044022, "median": 0.035159, "std": 0.034701, "sem": 0.001418, "min": 0.002814, "max": 0.194526, "recall-0.025": 0.233333, "recall-0.05": 0.771667, "recall-0.1": 0.943333, "recall-0.15": 0.958333, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "elbow_right": { "count": 600, "mean": 0.04408, "median": 0.033951, "std": 0.036319, "sem": 0.001484, "min": 0.008171, "max": 0.360134, "recall-0.025": 0.265, "recall-0.05": 0.78, "recall-0.1": 0.933333, "recall-0.15": 0.946667, "recall-0.25": 0.998333, "recall-0.5": 1.0, "num_labels": 600 }, "wrist_left": { "count": 600, "mean": 0.043753, "median": 0.027211, "std": 0.044668, "sem": 0.001825, "min": 0.002715, "max": 0.190751, "recall-0.025": 0.46, "recall-0.05": 0.74, "recall-0.1": 0.891667, "recall-0.15": 0.925, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "wrist_right": { "count": 600, "mean": 0.046553, "median": 0.026979, "std": 0.050263, "sem": 0.002054, "min": 0.003364, "max": 0.244861, "recall-0.025": 0.46, "recall-0.05": 0.733333, "recall-0.1": 0.87, "recall-0.15": 0.906667, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "hip_left": { "count": 600, "mean": 0.08362, "median": 0.077619, "std": 0.032967, "sem": 0.001347, "min": 0.018157, "max": 0.240771, "recall-0.025": 0.005, "recall-0.05": 0.055, "recall-0.1": 0.848333, "recall-0.15": 0.951667, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "hip_right": { "count": 600, "mean": 0.106567, "median": 0.104243, "std": 0.026243, "sem": 0.001072, "min": 0.035565, "max": 0.245341, "recall-0.025": 0.0, "recall-0.05": 0.003333, "recall-0.1": 0.415, "recall-0.15": 0.946667, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "knee_left": { "count": 599, "mean": 0.063278, "median": 0.047513, "std": 0.056978, "sem": 0.00233, "min": 0.017587, "max": 0.4004, "recall-0.025": 0.038333, "recall-0.05": 0.546667, "recall-0.1": 0.883333, "recall-0.15": 0.925, "recall-0.25": 0.978333, "recall-0.5": 0.998333, "num_labels": 600 }, "knee_right": { "count": 600, "mean": 0.050742, "median": 0.041408, "std": 0.037974, "sem": 0.001552, "min": 0.01394, "max": 0.279839, "recall-0.025": 0.053333, "recall-0.05": 0.75, "recall-0.1": 0.941667, "recall-0.15": 0.941667, "recall-0.25": 0.996667, "recall-0.5": 1.0, "num_labels": 600 }, "ankle_left": { "count": 600, "mean": 0.096717, "median": 0.085484, "std": 0.043279, "sem": 0.001768, "min": 0.050765, "max": 0.49651, "recall-0.025": 0.0, "recall-0.05": 0.0, "recall-0.1": 0.825, "recall-0.15": 0.935, "recall-0.25": 0.988333, "recall-0.5": 1.0, "num_labels": 600 }, "ankle_right": { "count": 600, "mean": 0.08227, "median": 0.068786, "std": 0.049929, "sem": 0.00204, "min": 0.028705, "max": 0.486848, "recall-0.025": 0.0, "recall-0.05": 0.033333, "recall-0.1": 0.896667, "recall-0.15": 0.916667, "recall-0.25": 0.985, "recall-0.5": 1.0, "num_labels": 600 }, "joint_recalls": { "num_labels": 7800, "recall-0.025": 0.16782, "recall-0.05": 0.46333, "recall-0.1": 0.83154, "recall-0.15": 0.92846, "recall-0.25": 0.99462, "recall-0.5": 0.99974 } } { "total_parts": 8400, "correct_parts": 8111, "pcp": 0.965595 } ``` ### Shelf ```json { "avg_time_2d": 0.08998977933143013, "avg_time_3d": 0.0006411935865264578, "avg_fps": 11.033755545195868 } { "person_nums": { "total_frames": 301, "total_labels": 477, "total_preds": 814, "considered_empty": 0, "valid_preds": 477, "invalid_preds": 337, "missing": 0, "invalid_fraction": 0.414, "precision": 0.586, "recall": 1.0, "f1": 0.73896, "non_empty": 814 }, "mpjpe": { "count": 477, "mean": 0.048298, "median": 0.043007, "std": 0.01475, "sem": 0.000676, "min": 0.029813, "max": 0.10567, "recall-0.025": 0.0, "recall-0.05": 0.681342, "recall-0.1": 0.989518, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477, "ap-0.025": 0.0, "ap-0.05": 0.349635, "ap-0.1": 0.705917, "ap-0.15": 0.717347, "ap-0.25": 0.717347, "ap-0.5": 0.717347 }, "head": { "count": 477, "mean": 0.05524, "median": 0.049786, "std": 0.026004, "sem": 0.001192, "min": 0.006316, "max": 0.147291, "recall-0.025": 0.077568, "recall-0.05": 0.503145, "recall-0.1": 0.91195, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "shoulder_left": { "count": 477, "mean": 0.04431, "median": 0.038744, "std": 0.020582, "sem": 0.000943, "min": 0.006704, "max": 0.138498, "recall-0.025": 0.150943, "recall-0.05": 0.702306, "recall-0.1": 0.983229, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "shoulder_right": { "count": 477, "mean": 0.050558, "median": 0.045659, "std": 0.024497, "sem": 0.001123, "min": 0.006395, "max": 0.150544, "recall-0.025": 0.106918, "recall-0.05": 0.555556, "recall-0.1": 0.947589, "recall-0.15": 0.997904, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "elbow_left": { "count": 477, "mean": 0.040842, "median": 0.034008, "std": 0.025918, "sem": 0.001188, "min": 0.005511, "max": 0.150408, "recall-0.025": 0.301887, "recall-0.05": 0.748428, "recall-0.1": 0.958071, "recall-0.15": 0.997904, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "elbow_right": { "count": 477, "mean": 0.053537, "median": 0.044085, "std": 0.041924, "sem": 0.001922, "min": 0.002875, "max": 0.235324, "recall-0.025": 0.262055, "recall-0.05": 0.555556, "recall-0.1": 0.890985, "recall-0.15": 0.958071, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "wrist_left": { "count": 477, "mean": 0.061478, "median": 0.053374, "std": 0.045984, "sem": 0.002108, "min": 0.003731, "max": 0.359386, "recall-0.025": 0.1174, "recall-0.05": 0.412998, "recall-0.1": 0.91195, "recall-0.15": 0.962264, "recall-0.25": 0.981132, "recall-0.5": 1.0, "num_labels": 477 }, "wrist_right": { "count": 477, "mean": 0.058056, "median": 0.053748, "std": 0.030081, "sem": 0.001379, "min": 0.009012, "max": 0.202262, "recall-0.025": 0.109015, "recall-0.05": 0.446541, "recall-0.1": 0.899371, "recall-0.15": 0.989518, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "hip_left": { "count": 477, "mean": 0.0478, "median": 0.042957, "std": 0.026301, "sem": 0.001206, "min": 0.00569, "max": 0.140699, "recall-0.025": 0.213836, "recall-0.05": 0.616352, "recall-0.1": 0.960168, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "hip_right": { "count": 477, "mean": 0.057985, "median": 0.056151, "std": 0.025557, "sem": 0.001171, "min": 0.005195, "max": 0.136188, "recall-0.025": 0.106918, "recall-0.05": 0.421384, "recall-0.1": 0.930818, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "knee_left": { "count": 477, "mean": 0.039986, "median": 0.037254, "std": 0.024249, "sem": 0.001111, "min": 0.005439, "max": 0.186508, "recall-0.025": 0.262055, "recall-0.05": 0.767296, "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": 0.039442, "median": 0.034843, "std": 0.023364, "sem": 0.001071, "min": 0.006866, "max": 0.186557, "recall-0.025": 0.303983, "recall-0.05": 0.725367, "recall-0.1": 0.979036, "recall-0.15": 0.997904, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "ankle_left": { "count": 477, "mean": 0.037161, "median": 0.031079, "std": 0.030814, "sem": 0.001412, "min": 0.0017, "max": 0.224459, "recall-0.025": 0.436059, "recall-0.05": 0.825996, "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": 0.041477, "median": 0.031838, "std": 0.03801, "sem": 0.001742, "min": 0.00475, "max": 0.298395, "recall-0.025": 0.310273, "recall-0.05": 0.790356, "recall-0.1": 0.922432, "recall-0.15": 0.966457, "recall-0.25": 0.997904, "recall-0.5": 1.0, "num_labels": 477 }, "joint_recalls": { "num_labels": 6201, "recall-0.025": 0.21109, "recall-0.05": 0.62038, "recall-0.1": 0.93872, "recall-0.15": 0.98742, "recall-0.25": 0.99823, "recall-0.5": 1.0 } } { "total_parts": 6678, "correct_parts": 6617, "pcp": 0.990866 } ``` ### Campus ```json { "avg_time_2d": 0.04950667327305056, "avg_time_3d": 0.0003714437754649036, "avg_fps": 20.04887231463288 } { "person_nums": { "total_frames": 222, "total_labels": 376, "total_preds": 472, "considered_empty": 0, "valid_preds": 376, "invalid_preds": 96, "missing": 0, "invalid_fraction": 0.20339, "precision": 0.79661, "recall": 1.0, "f1": 0.88679, "non_empty": 472 }, "mpjpe": { "count": 376, "mean": 0.078549, "median": 0.07594, "std": 0.01906, "sem": 0.000984, "min": 0.049002, "max": 0.158403, "recall-0.025": 0.0, "recall-0.05": 0.010638, "recall-0.1": 0.888298, "recall-0.15": 0.989362, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376, "ap-0.025": 0.0, "ap-0.05": 0.000331, "ap-0.1": 0.780083, "ap-0.15": 0.897845, "ap-0.25": 0.906537, "ap-0.5": 0.906537 }, "head": { "count": 376, "mean": 0.05927, "median": 0.060888, "std": 0.025271, "sem": 0.001305, "min": 0.006924, "max": 0.162204, "recall-0.025": 0.095745, "recall-0.05": 0.364362, "recall-0.1": 0.954787, "recall-0.15": 0.994681, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "shoulder_left": { "count": 376, "mean": 0.061546, "median": 0.057277, "std": 0.02834, "sem": 0.001463, "min": 0.005091, "max": 0.154175, "recall-0.025": 0.050532, "recall-0.05": 0.398936, "recall-0.1": 0.904255, "recall-0.15": 0.989362, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "shoulder_right": { "count": 376, "mean": 0.063647, "median": 0.058123, "std": 0.026883, "sem": 0.001388, "min": 0.016798, "max": 0.185589, "recall-0.025": 0.039894, "recall-0.05": 0.367021, "recall-0.1": 0.893617, "recall-0.15": 0.992021, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "elbow_left": { "count": 376, "mean": 0.085856, "median": 0.069603, "std": 0.047402, "sem": 0.002448, "min": 0.00761, "max": 0.211541, "recall-0.025": 0.026596, "recall-0.05": 0.263298, "recall-0.1": 0.646277, "recall-0.15": 0.861702, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "elbow_right": { "count": 376, "mean": 0.070473, "median": 0.06101, "std": 0.03507, "sem": 0.001811, "min": 0.005479, "max": 0.234956, "recall-0.025": 0.023936, "recall-0.05": 0.321809, "recall-0.1": 0.789894, "recall-0.15": 0.976064, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "wrist_left": { "count": 376, "mean": 0.115006, "median": 0.100073, "std": 0.063704, "sem": 0.00329, "min": 0.010303, "max": 0.427552, "recall-0.025": 0.013298, "recall-0.05": 0.090426, "recall-0.1": 0.5, "recall-0.15": 0.74734, "recall-0.25": 0.957447, "recall-0.5": 1.0, "num_labels": 376 }, "wrist_right": { "count": 376, "mean": 0.098105, "median": 0.089775, "std": 0.042373, "sem": 0.002188, "min": 0.014046, "max": 0.309484, "recall-0.025": 0.007979, "recall-0.05": 0.095745, "recall-0.1": 0.603723, "recall-0.15": 0.87766, "recall-0.25": 0.99734, "recall-0.5": 1.0, "num_labels": 376 }, "hip_left": { "count": 376, "mean": 0.081631, "median": 0.082941, "std": 0.029603, "sem": 0.001529, "min": 0.018896, "max": 0.178965, "recall-0.025": 0.023936, "recall-0.05": 0.167553, "recall-0.1": 0.707447, "recall-0.15": 0.992021, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "hip_right": { "count": 376, "mean": 0.087096, "median": 0.084144, "std": 0.026379, "sem": 0.001362, "min": 0.022777, "max": 0.207022, "recall-0.025": 0.00266, "recall-0.05": 0.06117, "recall-0.1": 0.75, "recall-0.15": 0.968085, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "knee_left": { "count": 376, "mean": 0.055903, "median": 0.052238, "std": 0.027881, "sem": 0.00144, "min": 0.007642, "max": 0.228951, "recall-0.025": 0.079787, "recall-0.05": 0.462766, "recall-0.1": 0.933511, "recall-0.15": 0.989362, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "knee_right": { "count": 376, "mean": 0.059496, "median": 0.056779, "std": 0.026291, "sem": 0.001358, "min": 0.017162, "max": 0.210972, "recall-0.025": 0.055851, "recall-0.05": 0.37234, "recall-0.1": 0.930851, "recall-0.15": 0.989362, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "ankle_left": { "count": 371, "mean": 0.090595, "median": 0.059925, "std": 0.098272, "sem": 0.005109, "min": 0.007433, "max": 0.493218, "recall-0.025": 0.06383, "recall-0.05": 0.295213, "recall-0.1": 0.819149, "recall-0.15": 0.882979, "recall-0.25": 0.904255, "recall-0.5": 0.986702, "num_labels": 376 }, "ankle_right": { "count": 371, "mean": 0.081171, "median": 0.052557, "std": 0.092463, "sem": 0.004807, "min": 0.006365, "max": 0.495104, "recall-0.025": 0.071809, "recall-0.05": 0.465426, "recall-0.1": 0.843085, "recall-0.15": 0.898936, "recall-0.25": 0.914894, "recall-0.5": 0.986702, "num_labels": 376 }, "joint_recalls": { "num_labels": 4888, "recall-0.025": 0.04194, "recall-0.05": 0.2856, "recall-0.1": 0.78928, "recall-0.15": 0.93412, "recall-0.25": 0.9822, "recall-0.5": 0.99755 } } { "total_parts": 5264, "correct_parts": 4958, "pcp": 0.941869 } ``` ### MVOR ```json { "avg_time_2d": 0.04502476590515531, "avg_time_3d": 0.0003439047417463509, "avg_fps": 22.041642079021162 } { "person_nums": { "total_frames": 629, "total_labels": 1061, "total_preds": 1002, "considered_empty": 0, "valid_preds": 761, "invalid_preds": 241, "missing": 300, "invalid_fraction": 0.24052, "precision": 0.75948, "recall": 0.71725, "f1": 0.73776, "non_empty": 1002 }, "mpjpe": { "count": 761, "mean": 0.11541, "median": 0.095862, "std": 0.066157, "sem": 0.0024, "min": 0.041161, "max": 0.498007, "recall-0.025": 0.0, "recall-0.05": 0.005655, "recall-0.1": 0.38737, "recall-0.15": 0.590952, "recall-0.25": 0.690858, "recall-0.5": 0.717248, "num_labels": 1061, "ap-0.025": 0.0, "ap-0.05": 9.7e-05, "ap-0.1": 0.249015, "ap-0.15": 0.488567, "ap-0.25": 0.61615, "ap-0.5": 0.650766 }, "head": { "count": 760, "mean": 0.065582, "median": 0.050303, "std": 0.059248, "sem": 0.002151, "min": 0.005632, "max": 0.481845, "recall-0.025": 0.085768, "recall-0.05": 0.354383, "recall-0.1": 0.62771, "recall-0.15": 0.668238, "recall-0.25": 0.69934, "recall-0.5": 0.716305, "num_labels": 1061 }, "shoulder_left": { "count": 759, "mean": 0.063578, "median": 0.043996, "std": 0.065252, "sem": 0.00237, "min": 0.003158, "max": 0.488608, "recall-0.025": 0.154571, "recall-0.05": 0.415646, "recall-0.1": 0.606032, "recall-0.15": 0.664467, "recall-0.25": 0.696513, "recall-0.5": 0.715363, "num_labels": 1061 }, "shoulder_right": { "count": 758, "mean": 0.060929, "median": 0.040328, "std": 0.066816, "sem": 0.002428, "min": 0.001826, "max": 0.496539, "recall-0.025": 0.151744, "recall-0.05": 0.444863, "recall-0.1": 0.618285, "recall-0.15": 0.670123, "recall-0.25": 0.6918, "recall-0.5": 0.71442, "num_labels": 1061 }, "elbow_left": { "count": 748, "mean": 0.103193, "median": 0.075916, "std": 0.085353, "sem": 0.003123, "min": 0.005412, "max": 0.482031, "recall-0.025": 0.068803, "recall-0.05": 0.226202, "recall-0.1": 0.428841, "recall-0.15": 0.557964, "recall-0.25": 0.653157, "recall-0.5": 0.704995, "num_labels": 1061 }, "elbow_right": { "count": 750, "mean": 0.083231, "median": 0.0574, "std": 0.077519, "sem": 0.002832, "min": 0.003695, "max": 0.498082, "recall-0.025": 0.095193, "recall-0.05": 0.302545, "recall-0.1": 0.524976, "recall-0.15": 0.614515, "recall-0.25": 0.671065, "recall-0.5": 0.70688, "num_labels": 1061 }, "wrist_left": { "count": 751, "mean": 0.126967, "median": 0.090359, "std": 0.10256, "sem": 0.003745, "min": 0.002476, "max": 0.497523, "recall-0.025": 0.06409, "recall-0.05": 0.177191, "recall-0.1": 0.377945, "recall-0.15": 0.469369, "recall-0.25": 0.614515, "recall-0.5": 0.707823, "num_labels": 1061 }, "wrist_right": { "count": 746, "mean": 0.112793, "median": 0.077753, "std": 0.10017, "sem": 0.00367, "min": 0.005759, "max": 0.485122, "recall-0.025": 0.072573, "recall-0.05": 0.239397, "recall-0.1": 0.423186, "recall-0.15": 0.525919, "recall-0.25": 0.62017, "recall-0.5": 0.70311, "num_labels": 1061 }, "hip_left": { "count": 748, "mean": 0.189277, "median": 0.17076, "std": 0.085049, "sem": 0.003112, "min": 0.022675, "max": 0.499384, "recall-0.025": 0.000943, "recall-0.05": 0.004713, "recall-0.1": 0.065975, "recall-0.15": 0.258247, "recall-0.25": 0.579642, "recall-0.5": 0.704995, "num_labels": 1061 }, "hip_right": { "count": 743, "mean": 0.180773, "median": 0.168347, "std": 0.076963, "sem": 0.002825, "min": 0.036386, "max": 0.491672, "recall-0.025": 0.0, "recall-0.05": 0.00377, "recall-0.1": 0.071631, "recall-0.15": 0.272385, "recall-0.25": 0.590009, "recall-0.5": 0.700283, "num_labels": 1061 }, "joint_recalls": { "num_labels": 9549, "recall-0.025": 0.07645, "recall-0.05": 0.24065, "recall-0.1": 0.41565, "recall-0.15": 0.52215, "recall-0.25": 0.64572, "recall-0.5": 0.70761 } } { "total_parts": 10610, "correct_parts": 5850, "pcp": 0.551367 } ``` ### Panoptic ```json { "avg_time_2d": 0.10050282943539503, "avg_time_3d": 0.0007078095180232351, "avg_fps": 9.880384219886661 } { "person_nums": { "total_frames": 420, "total_labels": 1466, "total_preds": 1544, "considered_empty": 0, "valid_preds": 1464, "invalid_preds": 80, "missing": 2, "invalid_fraction": 0.05181, "precision": 0.94819, "recall": 0.99864, "f1": 0.97276, "non_empty": 1544 }, "mpjpe": { "count": 1464, "mean": 0.042772, "median": 0.038146, "std": 0.020549, "sem": 0.000537, "min": 0.01198, "max": 0.147968, "recall-0.025": 0.15075, "recall-0.05": 0.747613, "recall-0.1": 0.982947, "recall-0.15": 0.998636, "recall-0.25": 0.998636, "recall-0.5": 0.998636, "num_labels": 1466, "ap-0.025": 0.063091, "ap-0.05": 0.672365, "ap-0.1": 0.962571, "ap-0.15": 0.984321, "ap-0.25": 0.984321, "ap-0.5": 0.984321 }, "nose": { "count": 1462, "mean": 0.016241, "median": 0.012408, "std": 0.019893, "sem": 0.00052, "min": 0.001343, "max": 0.277555, "recall-0.025": 0.902939, "recall-0.05": 0.963773, "recall-0.1": 0.994532, "recall-0.15": 0.995215, "recall-0.25": 0.995899, "recall-0.5": 0.999316, "num_labels": 1463 }, "shoulder_left": { "count": 1464, "mean": 0.021443, "median": 0.01904, "std": 0.011261, "sem": 0.000294, "min": 0.002666, "max": 0.09584, "recall-0.025": 0.701228, "recall-0.05": 0.978172, "recall-0.1": 0.998636, "recall-0.15": 0.998636, "recall-0.25": 0.998636, "recall-0.5": 0.998636, "num_labels": 1466 }, "shoulder_right": { "count": 1463, "mean": 0.022816, "median": 0.019628, "std": 0.014811, "sem": 0.000387, "min": 0.00121, "max": 0.146291, "recall-0.025": 0.709215, "recall-0.05": 0.949488, "recall-0.1": 0.993857, "recall-0.15": 0.998635, "recall-0.25": 0.998635, "recall-0.5": 0.998635, "num_labels": 1465 }, "elbow_left": { "count": 1463, "mean": 0.026209, "median": 0.017669, "std": 0.028978, "sem": 0.000758, "min": 0.001782, "max": 0.326031, "recall-0.025": 0.709215, "recall-0.05": 0.883959, "recall-0.1": 0.97884, "recall-0.15": 0.986348, "recall-0.25": 0.996587, "recall-0.5": 0.998635, "num_labels": 1465 }, "elbow_right": { "count": 1462, "mean": 0.023224, "median": 0.018238, "std": 0.01727, "sem": 0.000452, "min": 0.00127, "max": 0.177372, "recall-0.025": 0.689679, "recall-0.05": 0.929597, "recall-0.1": 0.994532, "recall-0.15": 0.998633, "recall-0.25": 0.999316, "recall-0.5": 0.999316, "num_labels": 1463 }, "wrist_left": { "count": 1429, "mean": 0.034919, "median": 0.016782, "std": 0.050228, "sem": 0.001329, "min": 0.000584, "max": 0.397932, "recall-0.025": 0.675035, "recall-0.05": 0.824965, "recall-0.1": 0.909344, "recall-0.15": 0.958856, "recall-0.25": 0.98675, "recall-0.5": 0.996513, "num_labels": 1434 }, "wrist_right": { "count": 1456, "mean": 0.023978, "median": 0.016342, "std": 0.022697, "sem": 0.000595, "min": 0.001965, "max": 0.19539, "recall-0.025": 0.703297, "recall-0.05": 0.89217, "recall-0.1": 0.980769, "recall-0.15": 0.996566, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 1456 }, "hip_left": { "count": 1463, "mean": 0.059374, "median": 0.05336, "std": 0.030044, "sem": 0.000786, "min": 0.005242, "max": 0.179926, "recall-0.025": 0.068259, "recall-0.05": 0.423891, "recall-0.1": 0.893515, "recall-0.15": 0.969283, "recall-0.25": 0.998635, "recall-0.5": 0.998635, "num_labels": 1465 }, "hip_right": { "count": 1464, "mean": 0.058577, "median": 0.054454, "std": 0.029025, "sem": 0.000759, "min": 0.003587, "max": 0.299462, "recall-0.025": 0.05116, "recall-0.05": 0.421555, "recall-0.1": 0.912688, "recall-0.15": 0.986357, "recall-0.25": 0.997954, "recall-0.5": 0.998636, "num_labels": 1466 }, "knee_left": { "count": 1463, "mean": 0.051904, "median": 0.042771, "std": 0.042625, "sem": 0.001115, "min": 0.002056, "max": 0.34988, "recall-0.025": 0.186348, "recall-0.05": 0.633447, "recall-0.1": 0.925597, "recall-0.15": 0.968601, "recall-0.25": 0.983618, "recall-0.5": 0.998635, "num_labels": 1465 }, "knee_right": { "count": 1457, "mean": 0.048364, "median": 0.042642, "std": 0.029664, "sem": 0.000777, "min": 0.003548, "max": 0.324346, "recall-0.025": 0.213845, "recall-0.05": 0.589445, "recall-0.1": 0.938314, "recall-0.15": 0.992461, "recall-0.25": 0.996573, "recall-0.5": 0.998629, "num_labels": 1459 }, "ankle_left": { "count": 1454, "mean": 0.082966, "median": 0.037696, "std": 0.105229, "sem": 0.002761, "min": 0.000696, "max": 0.49576, "recall-0.025": 0.362269, "recall-0.05": 0.585783, "recall-0.1": 0.730007, "recall-0.15": 0.822283, "recall-0.25": 0.912509, "recall-0.5": 0.993848, "num_labels": 1463 }, "ankle_right": { "count": 1450, "mean": 0.078982, "median": 0.03334, "std": 0.105487, "sem": 0.002771, "min": 0.001095, "max": 0.498037, "recall-0.025": 0.367808, "recall-0.05": 0.682192, "recall-0.1": 0.771233, "recall-0.15": 0.811644, "recall-0.25": 0.895205, "recall-0.5": 0.993151, "num_labels": 1460 }, "joint_recalls": { "num_labels": 18990, "recall-0.025": 0.48694, "recall-0.05": 0.75013, "recall-0.1": 0.92459, "recall-0.15": 0.96003, "recall-0.25": 0.98136, "recall-0.5": 0.99763 } } { "total_parts": 20444, "correct_parts": 19972, "pcp": 0.976913 } ``` ##### 3 cameras ```json { "avg_time_2d": 0.06035172067037443, "avg_time_3d": 0.00048815215506204746, "avg_fps": 16.43658925568811 } { "person_nums": { "total_frames": 420, "total_labels": 1466, "total_preds": 1432, "considered_empty": 0, "valid_preds": 1416, "invalid_preds": 16, "missing": 50, "invalid_fraction": 0.01117, "precision": 0.98883, "recall": 0.96589, "f1": 0.97723, "non_empty": 1432 }, "mpjpe": { "count": 1416, "mean": 0.075878, "median": 0.065403, "std": 0.043901, "sem": 0.001167, "min": 0.021024, "max": 0.442732, "recall-0.025": 0.004775, "recall-0.05": 0.271487, "recall-0.1": 0.794679, "recall-0.15": 0.911323, "recall-0.25": 0.951569, "recall-0.5": 0.965894, "num_labels": 1466, "ap-0.025": 0.001729, "ap-0.05": 0.180768, "ap-0.1": 0.732669, "ap-0.15": 0.890679, "ap-0.25": 0.938419, "ap-0.5": 0.9553 }, "nose": { "count": 1415, "mean": 0.023812, "median": 0.018331, "std": 0.017907, "sem": 0.000476, "min": 0.001934, "max": 0.234974, "recall-0.025": 0.632262, "recall-0.05": 0.907724, "recall-0.1": 0.959672, "recall-0.15": 0.965824, "recall-0.25": 0.967191, "recall-0.5": 0.967191, "num_labels": 1463 }, "shoulder_left": { "count": 1416, "mean": 0.02429, "median": 0.021182, "std": 0.018533, "sem": 0.000493, "min": 0.002092, "max": 0.315725, "recall-0.025": 0.571623, "recall-0.05": 0.914734, "recall-0.1": 0.961801, "recall-0.15": 0.963847, "recall-0.25": 0.963847, "recall-0.5": 0.965894, "num_labels": 1466 }, "shoulder_right": { "count": 1415, "mean": 0.03001, "median": 0.024274, "std": 0.024761, "sem": 0.000658, "min": 0.003865, "max": 0.302059, "recall-0.025": 0.502389, "recall-0.05": 0.868942, "recall-0.1": 0.950171, "recall-0.15": 0.959044, "recall-0.25": 0.96314, "recall-0.5": 0.96587, "num_labels": 1465 }, "elbow_left": { "count": 1415, "mean": 0.036771, "median": 0.023677, "std": 0.036234, "sem": 0.000964, "min": 0.001509, "max": 0.35915, "recall-0.025": 0.511263, "recall-0.05": 0.759727, "recall-0.1": 0.894881, "recall-0.15": 0.950171, "recall-0.25": 0.963823, "recall-0.5": 0.96587, "num_labels": 1465 }, "elbow_right": { "count": 1415, "mean": 0.037368, "median": 0.022564, "std": 0.043946, "sem": 0.001169, "min": 0.001064, "max": 0.417028, "recall-0.025": 0.548189, "recall-0.05": 0.784689, "recall-0.1": 0.903623, "recall-0.15": 0.924812, "recall-0.25": 0.964457, "recall-0.5": 0.967191, "num_labels": 1463 }, "wrist_left": { "count": 1380, "mean": 0.057057, "median": 0.023098, "std": 0.074873, "sem": 0.002016, "min": 0.001825, "max": 0.467986, "recall-0.025": 0.505579, "recall-0.05": 0.638075, "recall-0.1": 0.799163, "recall-0.15": 0.866806, "recall-0.25": 0.933752, "recall-0.5": 0.962343, "num_labels": 1434 }, "wrist_right": { "count": 1407, "mean": 0.052599, "median": 0.028103, "std": 0.067423, "sem": 0.001798, "min": 0.000678, "max": 0.453996, "recall-0.025": 0.4375, "recall-0.05": 0.646291, "recall-0.1": 0.846154, "recall-0.15": 0.908654, "recall-0.25": 0.942308, "recall-0.5": 0.966346, "num_labels": 1456 }, "hip_left": { "count": 1414, "mean": 0.069345, "median": 0.063987, "std": 0.033986, "sem": 0.000904, "min": 0.004843, "max": 0.206544, "recall-0.025": 0.03959, "recall-0.05": 0.257338, "recall-0.1": 0.843686, "recall-0.15": 0.916724, "recall-0.25": 0.965188, "recall-0.5": 0.965188, "num_labels": 1465 }, "hip_right": { "count": 1415, "mean": 0.079898, "median": 0.071309, "std": 0.038974, "sem": 0.001036, "min": 0.010034, "max": 0.299462, "recall-0.025": 0.013643, "recall-0.05": 0.208049, "recall-0.1": 0.752387, "recall-0.15": 0.894952, "recall-0.25": 0.963165, "recall-0.5": 0.965211, "num_labels": 1466 }, "knee_left": { "count": 1398, "mean": 0.083457, "median": 0.055943, "std": 0.079924, "sem": 0.002138, "min": 0.006682, "max": 0.499765, "recall-0.025": 0.094881, "recall-0.05": 0.392491, "recall-0.1": 0.741297, "recall-0.15": 0.802048, "recall-0.25": 0.91058, "recall-0.5": 0.954266, "num_labels": 1465 }, "knee_right": { "count": 1396, "mean": 0.082016, "median": 0.055961, "std": 0.07626, "sem": 0.002042, "min": 0.005483, "max": 0.495027, "recall-0.025": 0.07745, "recall-0.05": 0.381768, "recall-0.1": 0.749143, "recall-0.15": 0.829335, "recall-0.25": 0.91501, "recall-0.5": 0.95682, "num_labels": 1459 }, "ankle_left": { "count": 1324, "mean": 0.162633, "median": 0.132173, "std": 0.140662, "sem": 0.003867, "min": 0.000753, "max": 0.499578, "recall-0.025": 0.197539, "recall-0.05": 0.293233, "recall-0.1": 0.374573, "recall-0.15": 0.501025, "recall-0.25": 0.649351, "recall-0.5": 0.90499, "num_labels": 1463 }, "ankle_right": { "count": 1317, "mean": 0.151178, "median": 0.10686, "std": 0.132903, "sem": 0.003664, "min": 0.001721, "max": 0.496921, "recall-0.025": 0.158904, "recall-0.05": 0.295205, "recall-0.1": 0.426712, "recall-0.15": 0.539041, "recall-0.25": 0.679452, "recall-0.5": 0.902055, "num_labels": 1460 }, "joint_recalls": { "num_labels": 18990, "recall-0.025": 0.32944, "recall-0.05": 0.56482, "recall-0.1": 0.78468, "recall-0.15": 0.8475, "recall-0.25": 0.906, "recall-0.5": 0.95424 } } { "total_parts": 20444, "correct_parts": 18352, "pcp": 0.897672 } ``` ##### 10 cameras ```json { "avg_time_2d": 0.18815787420040223, "avg_time_3d": 0.001592859989259301, "avg_fps": 5.270071835403125 } { "person_nums": { "total_frames": 420, "total_labels": 1466, "total_preds": 1493, "considered_empty": 0, "valid_preds": 1465, "invalid_preds": 28, "missing": 1, "invalid_fraction": 0.01875, "precision": 0.98125, "recall": 0.99932, "f1": 0.9902, "non_empty": 1493 }, "mpjpe": { "count": 1465, "mean": 0.035896, "median": 0.03129, "std": 0.017035, "sem": 0.000445, "min": 0.012795, "max": 0.13346, "recall-0.025": 0.238745, "recall-0.05": 0.858799, "recall-0.1": 0.991132, "recall-0.15": 0.999318, "recall-0.25": 0.999318, "recall-0.5": 0.999318, "num_labels": 1466, "ap-0.025": 0.138828, "ap-0.05": 0.833731, "ap-0.1": 0.980837, "ap-0.15": 0.990118, "ap-0.25": 0.990118, "ap-0.5": 0.990118 }, "nose": { "count": 1462, "mean": 0.011192, "median": 0.010004, "std": 0.006886, "sem": 0.00018, "min": 0.001687, "max": 0.130269, "recall-0.025": 0.976077, "recall-0.05": 0.995215, "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": 0.018481, "median": 0.016756, "std": 0.008734, "sem": 0.000228, "min": 0.001637, "max": 0.082437, "recall-0.025": 0.817872, "recall-0.05": 0.991814, "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": 0.019939, "median": 0.018826, "std": 0.008763, "sem": 0.000229, "min": 0.002124, "max": 0.085937, "recall-0.025": 0.822526, "recall-0.05": 0.989761, "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": 0.019246, "median": 0.017385, "std": 0.010174, "sem": 0.000266, "min": 0.002091, "max": 0.094785, "recall-0.025": 0.779522, "recall-0.05": 0.985666, "recall-0.1": 0.999317, "recall-0.15": 0.999317, "recall-0.25": 0.999317, "recall-0.5": 0.999317, "num_labels": 1465 }, "elbow_right": { "count": 1462, "mean": 0.017685, "median": 0.015792, "std": 0.010015, "sem": 0.000262, "min": 0.001923, "max": 0.135256, "recall-0.025": 0.863295, "recall-0.05": 0.980861, "recall-0.1": 0.998633, "recall-0.15": 0.999316, "recall-0.25": 0.999316, "recall-0.5": 0.999316, "num_labels": 1463 }, "wrist_left": { "count": 1433, "mean": 0.018201, "median": 0.012466, "std": 0.020397, "sem": 0.000539, "min": 0.000969, "max": 0.200232, "recall-0.025": 0.830544, "recall-0.05": 0.954672, "recall-0.1": 0.984658, "recall-0.15": 0.995119, "recall-0.25": 0.999303, "recall-0.5": 0.999303, "num_labels": 1434 }, "wrist_right": { "count": 1456, "mean": 0.017871, "median": 0.012179, "std": 0.019072, "sem": 0.0005, "min": 0.00073, "max": 0.212529, "recall-0.025": 0.819368, "recall-0.05": 0.95467, "recall-0.1": 0.987637, "recall-0.15": 0.99794, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 1456 }, "hip_left": { "count": 1464, "mean": 0.048017, "median": 0.046762, "std": 0.017825, "sem": 0.000466, "min": 0.006375, "max": 0.150217, "recall-0.025": 0.065529, "recall-0.05": 0.613652, "recall-0.1": 0.976792, "recall-0.15": 0.998635, "recall-0.25": 0.999317, "recall-0.5": 0.999317, "num_labels": 1465 }, "hip_right": { "count": 1465, "mean": 0.048174, "median": 0.047527, "std": 0.015467, "sem": 0.000404, "min": 0.007141, "max": 0.112096, "recall-0.025": 0.050477, "recall-0.05": 0.555252, "recall-0.1": 0.994543, "recall-0.15": 0.999318, "recall-0.25": 0.999318, "recall-0.5": 0.999318, "num_labels": 1466 }, "knee_left": { "count": 1464, "mean": 0.037422, "median": 0.032992, "std": 0.02345, "sem": 0.000613, "min": 0.003004, "max": 0.221549, "recall-0.025": 0.312628, "recall-0.05": 0.787031, "recall-0.1": 0.977474, "recall-0.15": 0.993857, "recall-0.25": 0.999317, "recall-0.5": 0.999317, "num_labels": 1465 }, "knee_right": { "count": 1458, "mean": 0.039185, "median": 0.034295, "std": 0.024486, "sem": 0.000641, "min": 0.001345, "max": 0.207304, "recall-0.025": 0.27416, "recall-0.05": 0.766964, "recall-0.1": 0.968472, "recall-0.15": 0.991775, "recall-0.25": 0.999315, "recall-0.5": 0.999315, "num_labels": 1459 }, "ankle_left": { "count": 1461, "mean": 0.087203, "median": 0.044541, "std": 0.101451, "sem": 0.002655, "min": 0.001014, "max": 0.485626, "recall-0.025": 0.300068, "recall-0.05": 0.539303, "recall-0.1": 0.717703, "recall-0.15": 0.826384, "recall-0.25": 0.909091, "recall-0.5": 0.998633, "num_labels": 1463 }, "ankle_right": { "count": 1449, "mean": 0.080071, "median": 0.040897, "std": 0.095903, "sem": 0.00252, "min": 0.001231, "max": 0.478944, "recall-0.025": 0.314384, "recall-0.05": 0.570548, "recall-0.1": 0.756164, "recall-0.15": 0.845205, "recall-0.25": 0.907534, "recall-0.5": 0.992466, "num_labels": 1460 }, "joint_recalls": { "num_labels": 18990, "recall-0.025": 0.55508, "recall-0.05": 0.82138, "recall-0.1": 0.95029, "recall-0.15": 0.9723, "recall-0.25": 0.98499, "recall-0.5": 0.99847 } } { "total_parts": 20444, "correct_parts": 20225, "pcp": 0.989288 } ``` ### IkeaAsm (duration 00:01:45) ```json { "avg_time_2d": 0.04642030628505292, "avg_time_3d": 0.00031231766316428114, "avg_fps": 21.39832766737141 } { "person_nums": { "total_frames": 479, "total_labels": 479, "total_preds": 713, "considered_empty": 0, "valid_preds": 421, "invalid_preds": 292, "missing": 58, "invalid_fraction": 0.40954, "precision": 0.59046, "recall": 0.87891, "f1": 0.70638, "non_empty": 713 }, "mpjpe": { "count": 421, "mean": 0.09014, "median": 0.07045, "std": 0.07175, "sem": 0.003501, "min": 0.018751, "max": 0.440594, "recall-0.025": 0.035491, "recall-0.05": 0.317328, "recall-0.1": 0.628392, "recall-0.15": 0.73904, "recall-0.25": 0.839248, "recall-0.5": 0.878914, "num_labels": 479, "ap-0.025": 0.001831, "ap-0.05": 0.124046, "ap-0.1": 0.42434, "ap-0.15": 0.57369, "ap-0.25": 0.700444, "ap-0.5": 0.739409 }, "head": { "count": 395, "mean": 0.0376, "median": 0.027562, "std": 0.041483, "sem": 0.00209, "min": 0.003359, "max": 0.46272, "recall-0.025": 0.358407, "recall-0.05": 0.716814, "recall-0.1": 0.836283, "recall-0.15": 0.860619, "recall-0.25": 0.867257, "recall-0.5": 0.873894, "num_labels": 452 }, "shoulder_left": { "count": 399, "mean": 0.046979, "median": 0.036816, "std": 0.042295, "sem": 0.00212, "min": 0.012772, "max": 0.419987, "recall-0.025": 0.088106, "recall-0.05": 0.656388, "recall-0.1": 0.839207, "recall-0.15": 0.854626, "recall-0.25": 0.867841, "recall-0.5": 0.878855, "num_labels": 454 }, "shoulder_right": { "count": 411, "mean": 0.035064, "median": 0.027722, "std": 0.032686, "sem": 0.001614, "min": 0.004672, "max": 0.435386, "recall-0.025": 0.321199, "recall-0.05": 0.783726, "recall-0.1": 0.85439, "recall-0.15": 0.869379, "recall-0.25": 0.873662, "recall-0.5": 0.880086, "num_labels": 467 }, "elbow_left": { "count": 386, "mean": 0.039094, "median": 0.02174, "std": 0.052536, "sem": 0.002677, "min": 0.003292, "max": 0.397852, "recall-0.025": 0.505721, "recall-0.05": 0.723112, "recall-0.1": 0.810069, "recall-0.15": 0.837529, "recall-0.25": 0.867277, "recall-0.5": 0.883295, "num_labels": 437 }, "elbow_right": { "count": 387, "mean": 0.037503, "median": 0.021018, "std": 0.058759, "sem": 0.002991, "min": 0.002712, "max": 0.484533, "recall-0.025": 0.519274, "recall-0.05": 0.743764, "recall-0.1": 0.823129, "recall-0.15": 0.84127, "recall-0.25": 0.863946, "recall-0.5": 0.877551, "num_labels": 441 }, "wrist_left": { "count": 381, "mean": 0.038795, "median": 0.022729, "std": 0.058788, "sem": 0.003016, "min": 0.002346, "max": 0.465752, "recall-0.025": 0.488532, "recall-0.05": 0.729358, "recall-0.1": 0.81422, "recall-0.15": 0.844037, "recall-0.25": 0.855505, "recall-0.5": 0.873853, "num_labels": 436 }, "wrist_right": { "count": 391, "mean": 0.035983, "median": 0.019868, "std": 0.054692, "sem": 0.002769, "min": 0.001743, "max": 0.43689, "recall-0.025": 0.540359, "recall-0.05": 0.76009, "recall-0.1": 0.818386, "recall-0.15": 0.836323, "recall-0.25": 0.863229, "recall-0.5": 0.876682, "num_labels": 446 }, "hip_left": { "count": 271, "mean": 0.109969, "median": 0.095268, "std": 0.059502, "sem": 0.003621, "min": 0.020961, "max": 0.487803, "recall-0.025": 0.003185, "recall-0.05": 0.025478, "recall-0.1": 0.487261, "recall-0.15": 0.761146, "recall-0.25": 0.834395, "recall-0.5": 0.863057, "num_labels": 314 }, "hip_right": { "count": 216, "mean": 0.103974, "median": 0.088237, "std": 0.065246, "sem": 0.00445, "min": 0.032087, "max": 0.49864, "recall-0.025": 0.0, "recall-0.05": 0.034615, "recall-0.1": 0.553846, "recall-0.15": 0.753846, "recall-0.25": 0.8, "recall-0.5": 0.830769, "num_labels": 260 }, "knee_left": { "count": 230, "mean": 0.14298, "median": 0.107524, "std": 0.106874, "sem": 0.007062, "min": 0.010361, "max": 0.481016, "recall-0.025": 0.025362, "recall-0.05": 0.105072, "recall-0.1": 0.369565, "recall-0.15": 0.57971, "recall-0.25": 0.699275, "recall-0.5": 0.833333, "num_labels": 276 }, "knee_right": { "count": 173, "mean": 0.134986, "median": 0.098413, "std": 0.108928, "sem": 0.008306, "min": 0.015211, "max": 0.484078, "recall-0.025": 0.018605, "recall-0.05": 0.148837, "recall-0.1": 0.418605, "recall-0.15": 0.576744, "recall-0.25": 0.683721, "recall-0.5": 0.804651, "num_labels": 215 }, "ankle_left": { "count": 64, "mean": 0.341273, "median": 0.366004, "std": 0.10975, "sem": 0.013827, "min": 0.064431, "max": 0.483117, "recall-0.025": 0.0, "recall-0.05": 0.0, "recall-0.1": 0.022727, "recall-0.15": 0.037879, "recall-0.25": 0.098485, "recall-0.5": 0.484848, "num_labels": 132 }, "ankle_right": { "count": 57, "mean": 0.374257, "median": 0.395853, "std": 0.092552, "sem": 0.012368, "min": 0.118346, "max": 0.491711, "recall-0.025": 0.0, "recall-0.05": 0.0, "recall-0.1": 0.0, "recall-0.15": 0.015748, "recall-0.25": 0.055118, "recall-0.5": 0.448819, "num_labels": 127 }, "joint_recalls": { "num_labels": 4457, "recall-0.025": 0.28337, "recall-0.05": 0.52973, "recall-0.1": 0.69082, "recall-0.15": 0.75836, "recall-0.25": 0.79403, "recall-0.5": 0.84205 } } { "total_parts": 4313, "correct_parts": 3411, "pcp": 0.790865 } ``` ### CHI3D ```json { "avg_time_2d": 0.060682081548791185, "avg_time_3d": 0.00043821836772717926, "avg_fps": 16.36117626002912 } { "person_nums": { "total_frames": 390, "total_labels": 780, "total_preds": 777, "considered_empty": 0, "valid_preds": 777, "invalid_preds": 0, "missing": 3, "invalid_fraction": 0.0, "precision": 1.0, "recall": 0.99615, "f1": 0.99807, "non_empty": 777 }, "mpjpe": { "count": 777, "mean": 0.068242, "median": 0.065186, "std": 0.013462, "sem": 0.000483, "min": 0.051948, "max": 0.217357, "recall-0.025": 0.0, "recall-0.05": 0.0, "recall-0.1": 0.976923, "recall-0.15": 0.987179, "recall-0.25": 0.996154, "recall-0.5": 0.996154, "num_labels": 780, "ap-0.025": 0.0, "ap-0.05": 0.0, "ap-0.1": 0.971991, "ap-0.15": 0.987001, "ap-0.25": 0.996154, "ap-0.5": 0.996154 }, "head": { "count": 777, "mean": 0.037924, "median": 0.025795, "std": 0.041221, "sem": 0.00148, "min": 0.003652, "max": 0.338066, "recall-0.025": 0.469231, "recall-0.05": 0.835897, "recall-0.1": 0.939744, "recall-0.15": 0.961538, "recall-0.25": 0.991026, "recall-0.5": 0.996154, "num_labels": 780 }, "shoulder_left": { "count": 777, "mean": 0.068426, "median": 0.068295, "std": 0.02725, "sem": 0.000978, "min": 0.016575, "max": 0.357954, "recall-0.025": 0.005128, "recall-0.05": 0.24359, "recall-0.1": 0.937179, "recall-0.15": 0.985897, "recall-0.25": 0.99359, "recall-0.5": 0.996154, "num_labels": 780 }, "shoulder_right": { "count": 775, "mean": 0.077543, "median": 0.074897, "std": 0.031788, "sem": 0.001143, "min": 0.010535, "max": 0.485894, "recall-0.025": 0.007692, "recall-0.05": 0.075641, "recall-0.1": 0.898718, "recall-0.15": 0.982051, "recall-0.25": 0.987179, "recall-0.5": 0.99359, "num_labels": 780 }, "elbow_left": { "count": 776, "mean": 0.060755, "median": 0.05218, "std": 0.033518, "sem": 0.001204, "min": 0.016563, "max": 0.417809, "recall-0.025": 0.002564, "recall-0.05": 0.432051, "recall-0.1": 0.932051, "recall-0.15": 0.966667, "recall-0.25": 0.989744, "recall-0.5": 0.994872, "num_labels": 780 }, "elbow_right": { "count": 777, "mean": 0.066781, "median": 0.065762, "std": 0.020878, "sem": 0.000749, "min": 0.027359, "max": 0.224832, "recall-0.025": 0.0, "recall-0.05": 0.194872, "recall-0.1": 0.941026, "recall-0.15": 0.983333, "recall-0.25": 0.996154, "recall-0.5": 0.996154, "num_labels": 780 }, "wrist_left": { "count": 774, "mean": 0.049563, "median": 0.042911, "std": 0.042084, "sem": 0.001514, "min": 0.006736, "max": 0.497826, "recall-0.025": 0.171795, "recall-0.05": 0.679487, "recall-0.1": 0.939744, "recall-0.15": 0.967949, "recall-0.25": 0.982051, "recall-0.5": 0.992308, "num_labels": 780 }, "wrist_right": { "count": 776, "mean": 0.064678, "median": 0.062017, "std": 0.041104, "sem": 0.001477, "min": 0.008905, "max": 0.430827, "recall-0.025": 0.042308, "recall-0.05": 0.369231, "recall-0.1": 0.928205, "recall-0.15": 0.952564, "recall-0.25": 0.985897, "recall-0.5": 0.994872, "num_labels": 780 }, "hip_left": { "count": 777, "mean": 0.109321, "median": 0.109336, "std": 0.017307, "sem": 0.000621, "min": 0.065587, "max": 0.157263, "recall-0.025": 0.0, "recall-0.05": 0.0, "recall-0.1": 0.325641, "recall-0.15": 0.987179, "recall-0.25": 0.996154, "recall-0.5": 0.996154, "num_labels": 780 }, "hip_right": { "count": 777, "mean": 0.134702, "median": 0.134688, "std": 0.014986, "sem": 0.000538, "min": 0.086478, "max": 0.195378, "recall-0.025": 0.0, "recall-0.05": 0.0, "recall-0.1": 0.010256, "recall-0.15": 0.858974, "recall-0.25": 0.996154, "recall-0.5": 0.996154, "num_labels": 780 }, "knee_left": { "count": 777, "mean": 0.050968, "median": 0.049197, "std": 0.018325, "sem": 0.000658, "min": 0.007513, "max": 0.198729, "recall-0.025": 0.026923, "recall-0.05": 0.535897, "recall-0.1": 0.957692, "recall-0.15": 0.99359, "recall-0.25": 0.996154, "recall-0.5": 0.996154, "num_labels": 780 }, "knee_right": { "count": 777, "mean": 0.056941, "median": 0.054107, "std": 0.016649, "sem": 0.000598, "min": 0.018899, "max": 0.125673, "recall-0.025": 0.002564, "recall-0.05": 0.396154, "recall-0.1": 0.984615, "recall-0.15": 0.996154, "recall-0.25": 0.996154, "recall-0.5": 0.996154, "num_labels": 780 }, "ankle_left": { "count": 777, "mean": 0.061821, "median": 0.059825, "std": 0.017211, "sem": 0.000618, "min": 0.031091, "max": 0.319784, "recall-0.025": 0.0, "recall-0.05": 0.144872, "recall-0.1": 0.973077, "recall-0.15": 0.991026, "recall-0.25": 0.994872, "recall-0.5": 0.996154, "num_labels": 780 }, "ankle_right": { "count": 777, "mean": 0.04225, "median": 0.03841, "std": 0.014422, "sem": 0.000518, "min": 0.015158, "max": 0.170293, "recall-0.025": 0.033333, "recall-0.05": 0.8, "recall-0.1": 0.992308, "recall-0.15": 0.994872, "recall-0.25": 0.996154, "recall-0.5": 0.996154, "num_labels": 780 }, "joint_recalls": { "num_labels": 10140, "recall-0.025": 0.05799, "recall-0.05": 0.36164, "recall-0.1": 0.82702, "recall-0.15": 0.97022, "recall-0.25": 0.99211, "recall-0.5": 0.99546 } } { "total_parts": 10920, "correct_parts": 10328, "pcp": 0.945788 } ``` ### Tsinghua (duration 00:01:51) ```json { "avg_time_2d": 0.11152931094169617, "avg_time_3d": 0.0007880079746246338, "avg_fps": 8.903346426431572 } { "person_nums": { "total_frames": 210, "total_labels": 630, "total_preds": 630, "considered_empty": 0, "valid_preds": 630, "invalid_preds": 0, "missing": 0, "invalid_fraction": 0.0, "precision": 1.0, "recall": 1.0, "f1": 1.0, "non_empty": 630 }, "mpjpe": { "count": 630, "mean": 0.0559, "median": 0.051047, "std": 0.018383, "sem": 0.000733, "min": 0.029149, "max": 0.144155, "recall-0.025": 0.0, "recall-0.05": 0.446032, "recall-0.1": 0.947619, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630, "ap-0.025": 0.0, "ap-0.05": 0.23272, "ap-0.1": 0.928677, "ap-0.15": 1.0, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "head": { "count": 598, "mean": 0.040407, "median": 0.038843, "std": 0.013204, "sem": 0.00054, "min": 0.011342, "max": 0.090798, "recall-0.025": 0.113712, "recall-0.05": 0.777592, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 598 }, "shoulder_left": { "count": 630, "mean": 0.062874, "median": 0.060357, "std": 0.019325, "sem": 0.000771, "min": 0.018974, "max": 0.139185, "recall-0.025": 0.003175, "recall-0.05": 0.284127, "recall-0.1": 0.971429, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630 }, "shoulder_right": { "count": 630, "mean": 0.066032, "median": 0.065873, "std": 0.019679, "sem": 0.000785, "min": 0.026785, "max": 0.143453, "recall-0.025": 0.0, "recall-0.05": 0.269841, "recall-0.1": 0.938095, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630 }, "elbow_left": { "count": 630, "mean": 0.05202, "median": 0.048773, "std": 0.020244, "sem": 0.000807, "min": 0.011727, "max": 0.140534, "recall-0.025": 0.052381, "recall-0.05": 0.528571, "recall-0.1": 0.974603, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630 }, "elbow_right": { "count": 629, "mean": 0.055264, "median": 0.048723, "std": 0.031566, "sem": 0.00126, "min": 0.00774, "max": 0.230646, "recall-0.025": 0.100159, "recall-0.05": 0.527822, "recall-0.1": 0.922099, "recall-0.15": 0.972973, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 629 }, "wrist_left": { "count": 630, "mean": 0.047936, "median": 0.041232, "std": 0.026637, "sem": 0.001062, "min": 0.003013, "max": 0.213528, "recall-0.025": 0.133333, "recall-0.05": 0.650794, "recall-0.1": 0.953968, "recall-0.15": 0.988889, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630 }, "wrist_right": { "count": 625, "mean": 0.052226, "median": 0.046644, "std": 0.025647, "sem": 0.001027, "min": 0.007235, "max": 0.226558, "recall-0.025": 0.0864, "recall-0.05": 0.552, "recall-0.1": 0.9472, "recall-0.15": 0.9952, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 625 }, "hip_left": { "count": 630, "mean": 0.056856, "median": 0.053491, "std": 0.020361, "sem": 0.000812, "min": 0.014996, "max": 0.170692, "recall-0.025": 0.019048, "recall-0.05": 0.404762, "recall-0.1": 0.960317, "recall-0.15": 0.995238, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630 }, "hip_right": { "count": 629, "mean": 0.055372, "median": 0.050585, "std": 0.023477, "sem": 0.000937, "min": 0.004628, "max": 0.146936, "recall-0.025": 0.060413, "recall-0.05": 0.492846, "recall-0.1": 0.957075, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 629 }, "knee_left": { "count": 628, "mean": 0.045803, "median": 0.034827, "std": 0.046081, "sem": 0.00184, "min": 0.002265, "max": 0.364051, "recall-0.025": 0.288217, "recall-0.05": 0.734076, "recall-0.1": 0.941083, "recall-0.15": 0.963376, "recall-0.25": 0.984076, "recall-0.5": 1.0, "num_labels": 628 }, "knee_right": { "count": 629, "mean": 0.053706, "median": 0.036714, "std": 0.07183, "sem": 0.002866, "min": 0.002678, "max": 0.494376, "recall-0.025": 0.27027, "recall-0.05": 0.710652, "recall-0.1": 0.933227, "recall-0.15": 0.952305, "recall-0.25": 0.958665, "recall-0.5": 1.0, "num_labels": 629 }, "ankle_left": { "count": 619, "mean": 0.065155, "median": 0.050506, "std": 0.071537, "sem": 0.002878, "min": 0.014226, "max": 0.482565, "recall-0.025": 0.035541, "recall-0.05": 0.494346, "recall-0.1": 0.945073, "recall-0.15": 0.959612, "recall-0.25": 0.962843, "recall-0.5": 1.0, "num_labels": 619 }, "ankle_right": { "count": 601, "mean": 0.054338, "median": 0.047418, "std": 0.043058, "sem": 0.001758, "min": 0.009373, "max": 0.4761, "recall-0.025": 0.098071, "recall-0.05": 0.525723, "recall-0.1": 0.930868, "recall-0.15": 0.946945, "recall-0.25": 0.954984, "recall-0.5": 0.966238, "num_labels": 622 }, "joint_recalls": { "num_labels": 8129, "recall-0.025": 0.09632, "recall-0.05": 0.5334, "recall-0.1": 0.95104, "recall-0.15": 0.98216, "recall-0.25": 0.98905, "recall-0.5": 0.99742 } } { "total_parts": 8725, "correct_parts": 8587, "pcp": 0.984183 } ``` ### H3WB ##### default joints ```json { "avg_time_2d": 0.05200650064568771, "avg_time_3d": 0.000292415367929559, "avg_fps": 19.120855195920814 } { "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": 0.02515, "median": 0.023689, "std": 0.010002, "sem": 0.000709, "min": 0.01255, "max": 0.107625, "recall-0.025": 0.56, "recall-0.05": 0.98, "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": 0.45717, "ap-0.05": 0.979363, "ap-0.1": 0.994825, "ap-0.15": 1.0, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "nose": { "count": 200, "mean": 0.043369, "median": 0.03534, "std": 0.033311, "sem": 0.002361, "min": 0.004699, "max": 0.19073, "recall-0.025": 0.37, "recall-0.05": 0.715, "recall-0.1": 0.935, "recall-0.15": 0.985, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "shoulder_left": { "count": 200, "mean": 0.01896, "median": 0.016589, "std": 0.010208, "sem": 0.000724, "min": 0.003772, "max": 0.069414, "recall-0.025": 0.785, "recall-0.05": 0.975, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "shoulder_right": { "count": 200, "mean": 0.026151, "median": 0.023182, "std": 0.012763, "sem": 0.000905, "min": 0.004487, "max": 0.075418, "recall-0.025": 0.575, "recall-0.05": 0.945, "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": 0.01524, "median": 0.011716, "std": 0.0131, "sem": 0.000929, "min": 0.001021, "max": 0.098887, "recall-0.025": 0.87, "recall-0.05": 0.98, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "elbow_right": { "count": 200, "mean": 0.020908, "median": 0.014473, "std": 0.019387, "sem": 0.001374, "min": 0.000895, "max": 0.12409, "recall-0.025": 0.73, "recall-0.05": 0.92, "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": 0.024447, "median": 0.017245, "std": 0.026566, "sem": 0.001883, "min": 0.000603, "max": 0.261032, "recall-0.025": 0.72, "recall-0.05": 0.905, "recall-0.1": 0.975, "recall-0.15": 0.995, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "wrist_right": { "count": 200, "mean": 0.032044, "median": 0.023165, "std": 0.029318, "sem": 0.002078, "min": 0.001198, "max": 0.230805, "recall-0.025": 0.53, "recall-0.05": 0.83, "recall-0.1": 0.97, "recall-0.15": 0.995, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "hip_left": { "count": 200, "mean": 0.036425, "median": 0.034978, "std": 0.0142, "sem": 0.001007, "min": 0.006217, "max": 0.098359, "recall-0.025": 0.2, "recall-0.05": 0.85, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "hip_right": { "count": 200, "mean": 0.034687, "median": 0.033267, "std": 0.013631, "sem": 0.000966, "min": 0.003129, "max": 0.076945, "recall-0.025": 0.25, "recall-0.05": 0.845, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "knee_left": { "count": 200, "mean": 0.018635, "median": 0.013488, "std": 0.017566, "sem": 0.001245, "min": 0.002544, "max": 0.181286, "recall-0.025": 0.785, "recall-0.05": 0.97, "recall-0.1": 0.995, "recall-0.15": 0.995, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "knee_right": { "count": 200, "mean": 0.018306, "median": 0.012878, "std": 0.021929, "sem": 0.001555, "min": 0.002418, "max": 0.24868, "recall-0.025": 0.82, "recall-0.05": 0.96, "recall-0.1": 0.99, "recall-0.15": 0.995, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "ankle_left": { "count": 200, "mean": 0.018595, "median": 0.013493, "std": 0.033845, "sem": 0.002399, "min": 0.003314, "max": 0.444766, "recall-0.025": 0.9, "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": 0.019189, "median": 0.013539, "std": 0.033179, "sem": 0.002352, "min": 0.001806, "max": 0.445265, "recall-0.025": 0.83, "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": 0.64308, "recall-0.05": 0.90808, "recall-0.1": 0.98731, "recall-0.15": 0.99654, "recall-0.25": 0.99885, "recall-0.5": 1.0 } } { "total_parts": 2800, "correct_parts": 2795, "pcp": 0.998214 } ``` ##### 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 }, "shoulder_right": { "count": 200, "mean": 0.023771, "median": 0.01965, "std": 0.014833, "sem": 0.001051, "min": 0.00089, "max": 0.088781, 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"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": 0.1492903921339247, "avg_time_3d": 0.0009679979748196072, "avg_fps": 6.655202410170138 } { "person_nums": { "total_frames": 100, "total_labels": 400, "total_preds": 355, "considered_empty": 0, "valid_preds": 353, "invalid_preds": 2, "missing": 47, "invalid_fraction": 0.00563, "precision": 0.99437, "recall": 0.8825, "f1": 0.9351, "non_empty": 355 }, "mpjpe": { "count": 353, "mean": 0.038099, "median": 0.031843, "std": 0.022394, "sem": 0.001194, "min": 0.016807, "max": 0.237374, "recall-0.025": 0.17, "recall-0.05": 0.76, "recall-0.1": 0.87, "recall-0.15": 0.875, "recall-0.25": 0.8825, "recall-0.5": 0.8825, "num_labels": 400, "ap-0.025": 0.037299, "ap-0.05": 0.685899, "ap-0.1": 0.865057, "ap-0.15": 0.875, "ap-0.25": 0.8825, "ap-0.5": 0.8825 }, "head": { "count": 353, "mean": 0.042592, "median": 0.03682, "std": 0.029711, "sem": 0.001584, "min": 0.005213, "max": 0.388491, "recall-0.025": 0.22, "recall-0.05": 0.5975, "recall-0.1": 0.875, "recall-0.15": 0.8775, "recall-0.25": 0.8775, "recall-0.5": 0.8825, "num_labels": 400 }, "shoulder_left": { "count": 353, "mean": 0.038479, "median": 0.03359, "std": 0.024377, "sem": 0.001299, "min": 0.005392, "max": 0.264784, "recall-0.025": 0.2475, "recall-0.05": 0.685, "recall-0.1": 0.8725, "recall-0.15": 0.88, "recall-0.25": 0.88, "recall-0.5": 0.8825, "num_labels": 400 }, "shoulder_right": { "count": 353, "mean": 0.038462, "median": 0.036189, "std": 0.025892, "sem": 0.00138, "min": 0.004108, "max": 0.378453, "recall-0.025": 0.2375, "recall-0.05": 0.7175, "recall-0.1": 0.87, "recall-0.15": 0.88, "recall-0.25": 0.88, "recall-0.5": 0.8825, "num_labels": 400 }, "elbow_left": { "count": 352, "mean": 0.027695, "median": 0.0235, "std": 0.019531, "sem": 0.001043, "min": 0.003298, "max": 0.171064, "recall-0.025": 0.4675, "recall-0.05": 0.8075, "recall-0.1": 0.87, "recall-0.15": 0.875, "recall-0.25": 0.88, "recall-0.5": 0.88, "num_labels": 400 }, "elbow_right": { "count": 353, "mean": 0.037493, "median": 0.029876, "std": 0.04065, "sem": 0.002167, "min": 0.004951, "max": 0.494585, "recall-0.025": 0.3575, "recall-0.05": 0.7225, "recall-0.1": 0.8475, "recall-0.15": 0.87, "recall-0.25": 0.8775, "recall-0.5": 0.8825, "num_labels": 400 }, "wrist_left": { "count": 353, "mean": 0.032765, "median": 0.025804, "std": 0.031045, "sem": 0.001655, "min": 0.001774, "max": 0.297486, "recall-0.025": 0.4125, "recall-0.05": 0.78, "recall-0.1": 0.845, "recall-0.15": 0.8725, "recall-0.25": 0.8775, "recall-0.5": 0.8825, "num_labels": 400 }, "wrist_right": { "count": 352, "mean": 0.036987, "median": 0.022997, "std": 0.05094, "sem": 0.002719, "min": 0.000935, "max": 0.394496, "recall-0.025": 0.4825, "recall-0.05": 0.7225, "recall-0.1": 0.835, "recall-0.15": 0.8525, "recall-0.25": 0.8625, "recall-0.5": 0.88, "num_labels": 400 }, "hip_left": { "count": 353, "mean": 0.046009, "median": 0.037949, "std": 0.033242, "sem": 0.001772, "min": 0.006021, "max": 0.347255, "recall-0.025": 0.2275, "recall-0.05": 0.6225, "recall-0.1": 0.815, "recall-0.15": 0.8775, "recall-0.25": 0.88, "recall-0.5": 0.8825, "num_labels": 400 }, "hip_right": { "count": 353, "mean": 0.043704, "median": 0.035638, "std": 0.031666, "sem": 0.001688, "min": 0.003099, "max": 0.3352, "recall-0.025": 0.225, "recall-0.05": 0.64, "recall-0.1": 0.83, "recall-0.15": 0.8775, "recall-0.25": 0.88, "recall-0.5": 0.8825, "num_labels": 400 }, "knee_left": { "count": 353, "mean": 0.026158, "median": 0.022194, "std": 0.016673, "sem": 0.000889, "min": 0.001406, "max": 0.12144, "recall-0.025": 0.5125, "recall-0.05": 0.8175, "recall-0.1": 0.8775, "recall-0.15": 0.8825, "recall-0.25": 0.8825, "recall-0.5": 0.8825, "num_labels": 400 }, "knee_right": { "count": 353, "mean": 0.031454, "median": 0.023803, "std": 0.037654, "sem": 0.002007, "min": 0.004796, "max": 0.467974, "recall-0.025": 0.4775, "recall-0.05": 0.795, "recall-0.1": 0.8675, "recall-0.15": 0.87, "recall-0.25": 0.875, "recall-0.5": 0.8825, "num_labels": 400 }, "ankle_left": { "count": 353, "mean": 0.03851, "median": 0.029955, "std": 0.04292, "sem": 0.002288, "min": 0.003123, "max": 0.459378, "recall-0.025": 0.3325, "recall-0.05": 0.73, "recall-0.1": 0.855, "recall-0.15": 0.87, "recall-0.25": 0.8725, "recall-0.5": 0.8825, "num_labels": 400 }, "ankle_right": { "count": 352, "mean": 0.048881, "median": 0.035266, "std": 0.048, "sem": 0.002562, "min": 0.004365, "max": 0.409384, "recall-0.025": 0.2425, "recall-0.05": 0.6025, "recall-0.1": 0.795, "recall-0.15": 0.855, "recall-0.25": 0.8675, "recall-0.5": 0.88, "num_labels": 400 }, "joint_recalls": { "num_labels": 5200, "recall-0.025": 0.34154, "recall-0.05": 0.71077, "recall-0.1": 0.85038, "recall-0.15": 0.87231, "recall-0.25": 0.87635, "recall-0.5": 0.88192 } } { "total_parts": 5600, "correct_parts": 4893, "pcp": 0.87375 } ``` ##### legoassemble ```json { "avg_time_2d": 0.1481909300829913, "avg_time_3d": 0.0009748033575109533, "avg_fps": 6.703952556227466 } { "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": 0.029236, "median": 0.027834, "std": 0.008449, "sem": 0.000444, "min": 0.013702, "max": 0.065791, "recall-0.025": 0.341598, "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": 0.119962, "ap-0.05": 0.963366, "ap-0.1": 1.0, "ap-0.15": 1.0, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "head": { "count": 363, "mean": 0.029497, "median": 0.024784, "std": 0.01864, "sem": 0.00098, "min": 0.00309, "max": 0.090403, "recall-0.025": 0.509642, "recall-0.05": 0.862259, "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": 0.03253, "median": 0.0262, "std": 0.021667, "sem": 0.001139, "min": 0.003877, "max": 0.153738, "recall-0.025": 0.454545, "recall-0.05": 0.84022, "recall-0.1": 0.977961, "recall-0.15": 0.997245, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "shoulder_right": { "count": 363, "mean": 0.029017, "median": 0.027969, "std": 0.014883, "sem": 0.000782, "min": 0.002833, "max": 0.10701, "recall-0.025": 0.435262, "recall-0.05": 0.911846, "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": 0.023168, "median": 0.020768, "std": 0.01597, "sem": 0.000839, "min": 0.003257, "max": 0.230605, "recall-0.025": 0.647383, "recall-0.05": 0.969697, "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": 0.020239, "median": 0.018368, "std": 0.012649, "sem": 0.000665, "min": 0.001404, "max": 0.11648, "recall-0.025": 0.768595, "recall-0.05": 0.977961, "recall-0.1": 0.99449, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "wrist_left": { "count": 363, "mean": 0.024941, "median": 0.019975, "std": 0.021321, "sem": 0.001121, "min": 0.001322, "max": 0.236003, "recall-0.025": 0.672176, "recall-0.05": 0.933884, "recall-0.1": 0.991736, "recall-0.15": 0.99449, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "wrist_right": { "count": 363, "mean": 0.020419, "median": 0.016684, "std": 0.015538, "sem": 0.000817, "min": 0.001359, "max": 0.166627, "recall-0.025": 0.730028, "recall-0.05": 0.964187, "recall-0.1": 0.99449, "recall-0.15": 0.997245, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "hip_left": { "count": 363, "mean": 0.042888, "median": 0.040724, "std": 0.019565, "sem": 0.001028, "min": 0.003411, "max": 0.112183, "recall-0.025": 0.181818, "recall-0.05": 0.727273, "recall-0.1": 0.991736, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "hip_right": { "count": 363, "mean": 0.039792, "median": 0.036989, "std": 0.020807, "sem": 0.001094, "min": 0.004596, "max": 0.133553, "recall-0.025": 0.247934, "recall-0.05": 0.746556, "recall-0.1": 0.986226, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "knee_left": { "count": 363, "mean": 0.032229, "median": 0.022692, "std": 0.02766, "sem": 0.001454, "min": 0.003214, "max": 0.15128, "recall-0.025": 0.556474, "recall-0.05": 0.85124, "recall-0.1": 0.950413, "recall-0.15": 0.997245, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "knee_right": { "count": 363, "mean": 0.025683, "median": 0.022733, "std": 0.01495, "sem": 0.000786, "min": 0.001921, "max": 0.084441, "recall-0.025": 0.561983, "recall-0.05": 0.92011, "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": 0.030772, "median": 0.024894, "std": 0.020907, "sem": 0.001099, "min": 0.001513, "max": 0.148207, "recall-0.025": 0.506887, "recall-0.05": 0.859504, "recall-0.1": 0.983471, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "ankle_right": { "count": 363, "mean": 0.028893, "median": 0.024299, "std": 0.020574, "sem": 0.001081, "min": 0.002098, "max": 0.160231, "recall-0.025": 0.534435, "recall-0.05": 0.884298, "recall-0.1": 0.986226, "recall-0.15": 0.997245, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "joint_recalls": { "num_labels": 4719, "recall-0.025": 0.52214, "recall-0.05": 0.87921, "recall-0.1": 0.98707, "recall-0.15": 0.99725, "recall-0.25": 1.0, "recall-0.5": 1.0 } } { "total_parts": 5082, "correct_parts": 5081, "pcp": 0.999803 } ``` ##### fencing ```json { "avg_time_2d": 0.2371039772645021, "avg_time_3d": 0.002369839411515456, "avg_fps": 4.175821865957451 } { "person_nums": { "total_frames": 166, "total_labels": 332, "total_preds": 925, "considered_empty": 0, "valid_preds": 332, "invalid_preds": 593, "missing": 0, "invalid_fraction": 0.64108, "precision": 0.35892, "recall": 1.0, "f1": 0.52824, "non_empty": 925 }, "mpjpe": { "count": 332, "mean": 0.026648, "median": 0.023759, "std": 0.008331, "sem": 0.000458, "min": 0.012646, "max": 0.054751, "recall-0.025": 0.563253, "recall-0.05": 0.990964, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332, "ap-0.025": 0.26319, "ap-0.05": 0.644064, "ap-0.1": 0.65881, "ap-0.15": 0.65881, "ap-0.25": 0.65881, "ap-0.5": 0.65881 }, "head": { "count": 332, "mean": 0.041232, "median": 0.040916, "std": 0.021526, "sem": 0.001183, "min": 0.004278, "max": 0.111633, "recall-0.025": 0.268072, "recall-0.05": 0.665663, "recall-0.1": 0.98494, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "shoulder_left": { "count": 332, "mean": 0.030185, "median": 0.029191, "std": 0.014052, "sem": 0.000772, "min": 0.002156, "max": 0.093101, "recall-0.025": 0.301205, "recall-0.05": 0.909639, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "shoulder_right": { "count": 332, "mean": 0.029314, "median": 0.023388, "std": 0.017629, "sem": 0.000969, "min": 0.006749, "max": 0.100609, "recall-0.025": 0.572289, "recall-0.05": 0.86747, "recall-0.1": 0.996988, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "elbow_left": { "count": 332, "mean": 0.019105, "median": 0.0155, "std": 0.012058, "sem": 0.000663, "min": 0.001921, "max": 0.09994, "recall-0.025": 0.807229, "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": 0.023342, "median": 0.019129, "std": 0.015865, "sem": 0.000872, "min": 0.00246, "max": 0.097851, "recall-0.025": 0.710843, "recall-0.05": 0.918675, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "wrist_left": { "count": 332, "mean": 0.019357, "median": 0.01396, "std": 0.016964, "sem": 0.000932, "min": 0.002274, "max": 0.106257, "recall-0.025": 0.801205, "recall-0.05": 0.933735, "recall-0.1": 0.996988, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "wrist_right": { "count": 332, "mean": 0.025856, "median": 0.018291, "std": 0.022321, "sem": 0.001227, "min": 0.002656, "max": 0.175003, "recall-0.025": 0.674699, "recall-0.05": 0.888554, "recall-0.1": 0.98494, "recall-0.15": 0.996988, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "hip_left": { "count": 332, "mean": 0.034229, "median": 0.030281, "std": 0.017872, "sem": 0.000982, "min": 0.004709, "max": 0.120401, "recall-0.025": 0.277108, "recall-0.05": 0.864458, "recall-0.1": 0.987952, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "hip_right": { "count": 332, "mean": 0.029992, "median": 0.02549, "std": 0.017562, "sem": 0.000965, "min": 0.002773, "max": 0.115324, "recall-0.025": 0.475904, "recall-0.05": 0.876506, "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": 0.021442, "median": 0.017811, "std": 0.014763, "sem": 0.000811, "min": 0.001292, "max": 0.086181, "recall-0.025": 0.725904, "recall-0.05": 0.936747, "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": 0.019916, "median": 0.013427, "std": 0.016596, "sem": 0.000912, "min": 0.001577, "max": 0.095358, "recall-0.025": 0.740964, "recall-0.05": 0.942771, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "ankle_left": { "count": 332, "mean": 0.020398, "median": 0.01746, "std": 0.010326, "sem": 0.000568, "min": 0.004236, "max": 0.083602, "recall-0.025": 0.701807, "recall-0.05": 0.993976, "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": 0.032051, "median": 0.030651, "std": 0.012377, "sem": 0.00068, "min": 0.005895, "max": 0.109884, "recall-0.025": 0.216867, "recall-0.05": 0.930723, "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": 0.55816, "recall-0.05": 0.89921, "recall-0.1": 0.99513, "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": 0.15548160552978516, "avg_time_3d": 0.0012971425056457519, "avg_fps": 6.378415522070676 } { "person_nums": { "total_frames": 110, "total_labels": 330, "total_preds": 477, "considered_empty": 0, "valid_preds": 329, "invalid_preds": 148, "missing": 1, "invalid_fraction": 0.31027, "precision": 0.68973, "recall": 0.99697, "f1": 0.81537, "non_empty": 477 }, "mpjpe": { "count": 329, "mean": 0.042431, "median": 0.038527, "std": 0.017088, "sem": 0.000944, "min": 0.018847, "max": 0.129488, "recall-0.025": 0.066667, "recall-0.05": 0.748485, "recall-0.1": 0.984848, "recall-0.15": 0.99697, "recall-0.25": 0.99697, "recall-0.5": 0.99697, "num_labels": 330, "ap-0.025": 0.005288, "ap-0.05": 0.472824, "ap-0.1": 0.709707, "ap-0.15": 0.722388, "ap-0.25": 0.722388, "ap-0.5": 0.722388 }, "head": { "count": 329, "mean": 0.051287, "median": 0.043322, "std": 0.032134, "sem": 0.001774, "min": 0.007482, "max": 0.34157, "recall-0.025": 0.163636, "recall-0.05": 0.590909, "recall-0.1": 0.939394, "recall-0.15": 0.990909, "recall-0.25": 0.993939, "recall-0.5": 0.99697, "num_labels": 330 }, "shoulder_left": { "count": 329, "mean": 0.048381, "median": 0.042113, "std": 0.025753, "sem": 0.001422, "min": 0.00278, "max": 0.182571, "recall-0.025": 0.163636, "recall-0.05": 0.618182, "recall-0.1": 0.963636, "recall-0.15": 0.987879, "recall-0.25": 0.99697, "recall-0.5": 0.99697, "num_labels": 330 }, "shoulder_right": { "count": 329, "mean": 0.042317, "median": 0.037717, "std": 0.026314, "sem": 0.001453, "min": 0.005684, "max": 0.239939, "recall-0.025": 0.245455, "recall-0.05": 0.748485, "recall-0.1": 0.957576, "recall-0.15": 0.990909, "recall-0.25": 0.99697, "recall-0.5": 0.99697, "num_labels": 330 }, "elbow_left": { "count": 329, "mean": 0.048174, "median": 0.039641, "std": 0.032756, "sem": 0.001809, "min": 0.00657, "max": 0.277129, "recall-0.025": 0.245455, "recall-0.05": 0.627273, "recall-0.1": 0.930303, "recall-0.15": 0.978788, "recall-0.25": 0.993939, "recall-0.5": 0.99697, "num_labels": 330 }, "elbow_right": { "count": 329, "mean": 0.044099, "median": 0.037807, "std": 0.029561, "sem": 0.001632, "min": 0.001654, "max": 0.201578, "recall-0.025": 0.275758, "recall-0.05": 0.666667, "recall-0.1": 0.945455, "recall-0.15": 0.984848, "recall-0.25": 0.99697, "recall-0.5": 0.99697, "num_labels": 330 }, "wrist_left": { "count": 329, "mean": 0.052501, "median": 0.043284, "std": 0.039862, "sem": 0.002201, "min": 0.003837, "max": 0.315522, "recall-0.025": 0.227273, "recall-0.05": 0.584848, "recall-0.1": 0.906061, "recall-0.15": 0.972727, "recall-0.25": 0.987879, "recall-0.5": 0.99697, "num_labels": 330 }, "wrist_right": { "count": 329, "mean": 0.049367, "median": 0.042826, "std": 0.032111, "sem": 0.001773, "min": 0.002443, "max": 0.212623, "recall-0.025": 0.206061, "recall-0.05": 0.606061, "recall-0.1": 0.930303, "recall-0.15": 0.975758, "recall-0.25": 0.99697, "recall-0.5": 0.99697, "num_labels": 330 }, "hip_left": { "count": 329, "mean": 0.042061, "median": 0.037022, "std": 0.025621, "sem": 0.001415, "min": 0.000769, "max": 0.183415, "recall-0.025": 0.272727, "recall-0.05": 0.687879, "recall-0.1": 0.969697, "recall-0.15": 0.990909, "recall-0.25": 0.99697, "recall-0.5": 0.99697, "num_labels": 330 }, "hip_right": { "count": 329, "mean": 0.042825, "median": 0.038835, "std": 0.02514, "sem": 0.001388, "min": 0.004561, "max": 0.195982, "recall-0.025": 0.245455, "recall-0.05": 0.684848, "recall-0.1": 0.966667, "recall-0.15": 0.993939, "recall-0.25": 0.99697, "recall-0.5": 0.99697, "num_labels": 330 }, "knee_left": { "count": 329, "mean": 0.032874, "median": 0.029085, "std": 0.020507, "sem": 0.001132, "min": 0.002074, "max": 0.121802, "recall-0.025": 0.430303, "recall-0.05": 0.80303, "recall-0.1": 0.987879, "recall-0.15": 0.99697, "recall-0.25": 0.99697, "recall-0.5": 0.99697, "num_labels": 330 }, "knee_right": { "count": 329, "mean": 0.033203, "median": 0.027414, "std": 0.02114, "sem": 0.001167, "min": 0.000654, "max": 0.118668, "recall-0.025": 0.439394, "recall-0.05": 0.815152, "recall-0.1": 0.984848, "recall-0.15": 0.99697, "recall-0.25": 0.99697, "recall-0.5": 0.99697, "num_labels": 330 }, "ankle_left": { "count": 329, "mean": 0.03161, "median": 0.025931, "std": 0.021618, "sem": 0.001194, "min": 0.001687, "max": 0.16244, "recall-0.025": 0.472727, "recall-0.05": 0.866667, "recall-0.1": 0.978788, "recall-0.15": 0.993939, "recall-0.25": 0.99697, "recall-0.5": 0.99697, "num_labels": 330 }, "ankle_right": { "count": 329, "mean": 0.032908, "median": 0.027387, "std": 0.020224, "sem": 0.001117, "min": 0.006919, "max": 0.121939, "recall-0.025": 0.418182, "recall-0.05": 0.845455, "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": 0.29161, "recall-0.05": 0.70256, "recall-0.1": 0.95594, "recall-0.15": 0.98695, "recall-0.25": 0.99534, "recall-0.5": 0.99697 } } { "total_parts": 4620, "correct_parts": 4577, "pcp": 0.990693 } ``` ##### volleyball ```json { "avg_time_2d": 0.3177612257433367, "avg_time_3d": 0.0035632279542115357, "avg_fps": 3.11211919445529 } { "person_nums": { "total_frames": 121, "total_labels": 484, "total_preds": 639, "considered_empty": 0, "valid_preds": 484, "invalid_preds": 155, "missing": 0, "invalid_fraction": 0.24257, "precision": 0.75743, "recall": 1.0, "f1": 0.86198, "non_empty": 639 }, "mpjpe": { "count": 484, "mean": 0.033532, "median": 0.030036, "std": 0.014617, "sem": 0.000665, "min": 0.016099, "max": 0.146128, "recall-0.025": 0.322314, "recall-0.05": 0.886364, "recall-0.1": 0.995868, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 484, "ap-0.025": 0.088374, "ap-0.05": 0.640853, "ap-0.1": 0.800023, "ap-0.15": 0.805685, "ap-0.25": 0.805685, "ap-0.5": 0.805685 }, "head": { "count": 484, "mean": 0.033877, "median": 0.02776, "std": 0.021158, "sem": 0.000963, "min": 0.002192, "max": 0.108731, "recall-0.025": 0.444215, "recall-0.05": 0.770661, "recall-0.1": 0.997934, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 484 }, "shoulder_left": { "count": 484, "mean": 0.034665, "median": 0.028747, "std": 0.019893, "sem": 0.000905, "min": 0.005085, "max": 0.139146, "recall-0.025": 0.380165, "recall-0.05": 0.811983, "recall-0.1": 0.987603, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 484 }, "shoulder_right": { "count": 484, "mean": 0.032068, "median": 0.028047, "std": 0.018506, "sem": 0.000842, "min": 0.003465, "max": 0.113248, "recall-0.025": 0.431818, "recall-0.05": 0.830579, "recall-0.1": 0.995868, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 484 }, "elbow_left": { "count": 484, "mean": 0.034017, "median": 0.02815, "std": 0.02432, "sem": 0.001107, "min": 0.003353, "max": 0.238629, "recall-0.025": 0.438017, "recall-0.05": 0.81405, "recall-0.1": 0.985537, "recall-0.15": 0.991736, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 484 }, "elbow_right": { "count": 483, "mean": 0.035603, "median": 0.02891, "std": 0.030001, "sem": 0.001367, "min": 0.003971, "max": 0.295815, "recall-0.025": 0.431818, "recall-0.05": 0.809917, "recall-0.1": 0.964876, "recall-0.15": 0.987603, "recall-0.25": 0.995868, "recall-0.5": 0.997934, "num_labels": 484 }, "wrist_left": { "count": 484, "mean": 0.04083, "median": 0.03162, "std": 0.031707, "sem": 0.001443, "min": 0.004432, "max": 0.298529, "recall-0.025": 0.357438, "recall-0.05": 0.737603, "recall-0.1": 0.954545, "recall-0.15": 0.991736, "recall-0.25": 0.997934, "recall-0.5": 1.0, "num_labels": 484 }, "wrist_right": { "count": 481, "mean": 0.040278, "median": 0.032104, "std": 0.034452, "sem": 0.001573, "min": 0.002532, "max": 0.342783, "recall-0.025": 0.338843, "recall-0.05": 0.762397, "recall-0.1": 0.942149, "recall-0.15": 0.977273, "recall-0.25": 0.989669, "recall-0.5": 0.993802, "num_labels": 484 }, "hip_left": { "count": 484, "mean": 0.036552, "median": 0.033883, "std": 0.019123, "sem": 0.00087, "min": 0.002281, "max": 0.132653, "recall-0.025": 0.278926, "recall-0.05": 0.807851, "recall-0.1": 0.985537, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 484 }, "hip_right": { "count": 484, "mean": 0.041649, "median": 0.032928, "std": 0.028497, "sem": 0.001297, "min": 0.003156, "max": 0.150148, "recall-0.025": 0.293388, "recall-0.05": 0.764463, "recall-0.1": 0.946281, "recall-0.15": 0.997934, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 484 }, "knee_left": { "count": 484, "mean": 0.023332, "median": 0.019111, "std": 0.019579, "sem": 0.000891, "min": 0.000898, "max": 0.230698, "recall-0.025": 0.704545, "recall-0.05": 0.923554, "recall-0.1": 0.995868, "recall-0.15": 0.995868, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 484 }, "knee_right": { "count": 484, "mean": 0.024527, "median": 0.020468, "std": 0.01538, "sem": 0.0007, "min": 0.003418, "max": 0.101846, "recall-0.025": 0.628099, "recall-0.05": 0.923554, "recall-0.1": 0.997934, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 484 }, "ankle_left": { "count": 484, "mean": 0.027217, "median": 0.023029, "std": 0.030318, "sem": 0.001379, "min": 0.00176, "max": 0.49629, "recall-0.025": 0.56405, "recall-0.05": 0.931818, "recall-0.1": 0.991736, "recall-0.15": 0.995868, "recall-0.25": 0.995868, "recall-0.5": 1.0, "num_labels": 484 }, "ankle_right": { "count": 484, "mean": 0.026743, "median": 0.024481, "std": 0.015442, "sem": 0.000703, "min": 0.001085, "max": 0.084476, "recall-0.025": 0.528926, "recall-0.05": 0.909091, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 484 }, "joint_recalls": { "num_labels": 6292, "recall-0.025": 0.4466, "recall-0.05": 0.82962, "recall-0.1": 0.97966, "recall-0.15": 0.99507, "recall-0.25": 0.99825, "recall-0.5": 0.99936 } } { "total_parts": 6776, "correct_parts": 6755, "pcp": 0.996901 } ``` ##### badminton ```json { "avg_time_2d": 0.2823985504966251, "avg_time_3d": 0.003012508326183165, "avg_fps": 3.5037184758171196 } { "person_nums": { "total_frames": 183, "total_labels": 732, "total_preds": 751, "considered_empty": 0, "valid_preds": 732, "invalid_preds": 19, "missing": 0, "invalid_fraction": 0.0253, "precision": 0.9747, "recall": 1.0, "f1": 0.98719, "non_empty": 751 }, "mpjpe": { "count": 732, "mean": 0.028487, "median": 0.026819, "std": 0.015491, "sem": 0.000573, "min": 0.013277, "max": 0.385636, "recall-0.025": 0.416667, "recall-0.05": 0.986339, "recall-0.1": 0.998634, "recall-0.15": 0.998634, "recall-0.25": 0.998634, "recall-0.5": 1.0, "num_labels": 732, "ap-0.025": 0.320904, "ap-0.05": 0.963918, "ap-0.1": 0.984195, "ap-0.15": 0.984195, "ap-0.25": 0.984195, "ap-0.5": 0.98707 }, "head": { "count": 732, "mean": 0.030805, "median": 0.027935, "std": 0.016761, "sem": 0.00062, "min": 0.002521, "max": 0.124699, "recall-0.025": 0.430328, "recall-0.05": 0.856557, "recall-0.1": 0.995902, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "shoulder_left": { "count": 732, "mean": 0.035121, "median": 0.033943, "std": 0.021072, "sem": 0.000779, "min": 0.001879, "max": 0.420146, "recall-0.025": 0.303279, "recall-0.05": 0.846995, "recall-0.1": 0.997268, "recall-0.15": 0.998634, "recall-0.25": 0.998634, "recall-0.5": 1.0, "num_labels": 732 }, "shoulder_right": { "count": 732, "mean": 0.029177, "median": 0.02697, "std": 0.022451, "sem": 0.00083, "min": 0.002126, "max": 0.494359, "recall-0.025": 0.441257, "recall-0.05": 0.938525, "recall-0.1": 0.994536, "recall-0.15": 0.998634, "recall-0.25": 0.998634, "recall-0.5": 1.0, "num_labels": 732 }, "elbow_left": { "count": 731, "mean": 0.027616, "median": 0.023984, "std": 0.0151, "sem": 0.000559, "min": 0.002481, "max": 0.115223, "recall-0.025": 0.535519, "recall-0.05": 0.913934, "recall-0.1": 0.997268, "recall-0.15": 0.998634, "recall-0.25": 0.998634, "recall-0.5": 0.998634, "num_labels": 732 }, "elbow_right": { "count": 731, "mean": 0.025265, "median": 0.023231, "std": 0.014333, "sem": 0.000531, "min": 0.001248, "max": 0.090019, "recall-0.025": 0.551913, "recall-0.05": 0.931694, "recall-0.1": 0.998634, "recall-0.15": 0.998634, "recall-0.25": 0.998634, "recall-0.5": 0.998634, "num_labels": 732 }, "wrist_left": { "count": 731, "mean": 0.031177, "median": 0.026977, "std": 0.020734, "sem": 0.000767, "min": 0.000603, "max": 0.135075, "recall-0.025": 0.456284, "recall-0.05": 0.871585, "recall-0.1": 0.987705, "recall-0.15": 0.998634, "recall-0.25": 0.998634, "recall-0.5": 0.998634, "num_labels": 732 }, "wrist_right": { "count": 731, "mean": 0.031492, "median": 0.028618, "std": 0.020779, "sem": 0.000769, "min": 0.00387, "max": 0.366253, "recall-0.025": 0.418033, "recall-0.05": 0.863388, "recall-0.1": 0.993169, "recall-0.15": 0.997268, "recall-0.25": 0.997268, "recall-0.5": 0.998634, "num_labels": 732 }, "hip_left": { "count": 732, "mean": 0.031917, "median": 0.030228, "std": 0.015677, "sem": 0.00058, "min": 0.001805, "max": 0.23988, "recall-0.025": 0.327869, "recall-0.05": 0.904372, "recall-0.1": 0.997268, "recall-0.15": 0.998634, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "hip_right": { "count": 732, "mean": 0.031088, "median": 0.02994, "std": 0.014069, "sem": 0.00052, "min": 0.002286, "max": 0.082226, "recall-0.025": 0.367486, "recall-0.05": 0.898907, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "knee_left": { "count": 732, "mean": 0.021199, "median": 0.019277, "std": 0.01541, "sem": 0.00057, "min": 0.000803, "max": 0.334263, "recall-0.025": 0.702186, "recall-0.05": 0.990437, "recall-0.1": 0.998634, "recall-0.15": 0.998634, "recall-0.25": 0.998634, "recall-0.5": 1.0, "num_labels": 732 }, "knee_right": { "count": 732, "mean": 0.023314, "median": 0.021081, "std": 0.016511, "sem": 0.000611, "min": 0.00306, "max": 0.347232, "recall-0.025": 0.659836, "recall-0.05": 0.97541, "recall-0.1": 0.997268, "recall-0.15": 0.998634, "recall-0.25": 0.998634, "recall-0.5": 1.0, "num_labels": 732 }, "ankle_left": { "count": 732, "mean": 0.023962, "median": 0.022298, "std": 0.015913, "sem": 0.000589, "min": 0.002368, "max": 0.302707, "recall-0.025": 0.612022, "recall-0.05": 0.960383, "recall-0.1": 0.998634, "recall-0.15": 0.998634, "recall-0.25": 0.998634, "recall-0.5": 1.0, "num_labels": 732 }, "ankle_right": { "count": 732, "mean": 0.025075, "median": 0.023379, "std": 0.016629, "sem": 0.000615, "min": 0.002006, "max": 0.342523, "recall-0.025": 0.569672, "recall-0.05": 0.976776, "recall-0.1": 0.998634, "recall-0.15": 0.998634, "recall-0.25": 0.998634, "recall-0.5": 1.0, "num_labels": 732 }, "joint_recalls": { "num_labels": 9516, "recall-0.025": 0.48991, "recall-0.05": 0.91719, "recall-0.1": 0.99643, "recall-0.15": 0.99874, "recall-0.25": 0.99884, "recall-0.5": 0.99958 } } { "total_parts": 10248, "correct_parts": 10233, "pcp": 0.998536 } ``` ##### tennis ```json { "avg_time_2d": 0.2932176687564069, "avg_time_3d": 0.0019383890586986876, "avg_fps": 3.3880382039335584 } { "person_nums": { "total_frames": 181, "total_labels": 362, "total_preds": 362, "considered_empty": 0, "valid_preds": 362, "invalid_preds": 0, "missing": 0, "invalid_fraction": 0.0, "precision": 1.0, "recall": 1.0, "f1": 1.0, "non_empty": 362 }, "mpjpe": { "count": 362, "mean": 0.024745, "median": 0.023305, "std": 0.009389, "sem": 0.000494, "min": 0.014023, "max": 0.12971, "recall-0.025": 0.596685, "recall-0.05": 0.986188, "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": 0.435297, "ap-0.05": 0.985784, "ap-0.1": 0.997131, "ap-0.15": 1.0, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "head": { "count": 362, "mean": 0.037086, "median": 0.036911, "std": 0.014716, "sem": 0.000775, "min": 0.002558, "max": 0.124266, "recall-0.025": 0.190608, "recall-0.05": 0.831492, "recall-0.1": 0.991713, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362 }, "shoulder_left": { "count": 362, "mean": 0.024422, "median": 0.021056, "std": 0.016043, "sem": 0.000844, "min": 0.002657, "max": 0.179202, "recall-0.025": 0.60221, "recall-0.05": 0.958564, "recall-0.1": 0.997238, "recall-0.15": 0.997238, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362 }, "shoulder_right": { "count": 362, "mean": 0.03084, "median": 0.028919, "std": 0.01456, "sem": 0.000766, "min": 0.005008, "max": 0.118173, "recall-0.025": 0.38674, "recall-0.05": 0.900552, "recall-0.1": 0.997238, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362 }, "elbow_left": { "count": 362, "mean": 0.019183, "median": 0.015594, "std": 0.013393, "sem": 0.000705, "min": 0.001936, "max": 0.11991, "recall-0.025": 0.779006, "recall-0.05": 0.966851, "recall-0.1": 0.997238, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362 }, "elbow_right": { "count": 362, "mean": 0.02159, "median": 0.018434, "std": 0.015822, "sem": 0.000833, "min": 0.002886, "max": 0.154583, "recall-0.025": 0.696133, "recall-0.05": 0.972376, "recall-0.1": 0.986188, "recall-0.15": 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