diff --git a/media/RESULTS.md b/media/RESULTS.md
index 57ce6cc..1643bcc 100644
--- a/media/RESULTS.md
+++ b/media/RESULTS.md
@@ -4,12 +4,11 @@ Results of the model in various experiments on different datasets.
 
 ### Human36m
 
-(duration 00:01:20)
 ```json
 {
-  "avg_time_2d": 0.07087800987696244,
-  "avg_time_3d": 0.00041960861723301776,
-  "avg_fps": 14.025713917519038
+  "avg_time_2d": 0.06955649327423613,
+  "avg_time_3d": 0.0004693362672450179,
+  "avg_fps": 14.280444895088758
 }
 {
   "person_nums": {
@@ -275,27 +274,26 @@ Results of the model in various experiments on different datasets.
 
 ### Shelf
 
-(duration 00:00:56)
 ```json
 {
-  "avg_time_2d": 0.09936108867737026,
-  "avg_time_3d": 0.0006794069231170969,
-  "avg_fps": 9.995952079181109
+  "avg_time_2d": 0.10140415892977894,
+  "avg_time_3d": 0.0006782795555403142,
+  "avg_fps": 9.796004237730005
 }
 {
   "person_nums": {
     "total_frames": 301,
     "total_labels": 477,
-    "total_preds": 814,
+    "total_preds": 815,
     "considered_empty": 0,
     "valid_preds": 477,
-    "invalid_preds": 337,
+    "invalid_preds": 338,
     "missing": 0,
-    "invalid_fraction": 0.414,
-    "precision": 0.586,
+    "invalid_fraction": 0.41472,
+    "precision": 0.58528,
     "recall": 1.0,
-    "f1": 0.73896,
-    "non_empty": 814
+    "f1": 0.73839,
+    "non_empty": 815
   },
   "mpjpe": {
     "count": 477,
@@ -313,11 +311,11 @@ Results of the model in various experiments on different datasets.
     "recall-0.5": 1.0,
     "num_labels": 477,
     "ap-0.025": 0.0,
-    "ap-0.05": 0.345013,
-    "ap-0.1": 0.702867,
-    "ap-0.15": 0.714372,
-    "ap-0.25": 0.714372,
-    "ap-0.5": 0.714372
+    "ap-0.05": 0.345738,
+    "ap-0.1": 0.704294,
+    "ap-0.15": 0.715696,
+    "ap-0.25": 0.715696,
+    "ap-0.5": 0.715696
   },
   "head": {
     "count": 477,
@@ -546,12 +544,11 @@ Results of the model in various experiments on different datasets.
 
 ### Campus
 
-(duration 00:00:29)
 ```json
 {
-  "avg_time_2d": 0.05642345491445289,
-  "avg_time_3d": 0.00043942793360296283,
-  "avg_fps": 17.586164294063575
+  "avg_time_2d": 0.05686168288284878,
+  "avg_time_3d": 0.00046483413228448834,
+  "avg_fps": 17.443934361754724
 }
 {
   "person_nums": {
@@ -817,192 +814,191 @@ Results of the model in various experiments on different datasets.
 
 ### MVOR
 
-(duration 00:02:31)
 ```json
 {
-  "avg_time_2d": 0.05496650173513878,
-  "avg_time_3d": 0.0004480181680164738,
-  "avg_fps": 18.04581185125563
+  "avg_time_2d": 0.05505880477547838,
+  "avg_time_3d": 0.00043934651068223697,
+  "avg_fps": 18.018618221060752
 }
 {
   "person_nums": {
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     "total_labels": 1061,
-    "total_preds": 998,
+    "total_preds": 996,
     "considered_empty": 0,
-    "valid_preds": 761,
-    "invalid_preds": 237,
-    "missing": 300,
-    "invalid_fraction": 0.23747,
-    "precision": 0.76253,
-    "recall": 0.71725,
-    "f1": 0.73919,
-    "non_empty": 998
+    "valid_preds": 762,
+    "invalid_preds": 234,
+    "missing": 299,
+    "invalid_fraction": 0.23494,
+    "precision": 0.76506,
+    "recall": 0.71819,
+    "f1": 0.74088,
+    "non_empty": 996
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   "mpjpe": {
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-    "recall-0.5": 0.717248,
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+    "ap-0.05": 9.6e-05,
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   "hip_left": {
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   "knee_left": {},
@@ -1011,93 +1007,92 @@ Results of the model in various experiments on different datasets.
   "ankle_right": {},
   "joint_recalls": {
     "num_labels": 9549,
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-    "recall-0.15": 0.52278,
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+    "recall-0.15": 0.52362,
+    "recall-0.25": 0.64614,
+    "recall-0.5": 0.70845
   }
 }
 {
   "total_parts": 10610,
-  "correct_parts": 5842,
-  "pcp": 0.550613
+  "correct_parts": 5855,
+  "pcp": 0.551838
 }
 ```
 
 ### Panoptic
 
-(duration 00:02:28)
 ```json
 {
-  "avg_time_2d": 0.11023792871614782,
-  "avg_time_3d": 0.0007589270428913395,
-  "avg_fps": 9.00926420988789
+  "avg_time_2d": 0.10687413913447683,
+  "avg_time_3d": 0.0007993669044680712,
+  "avg_fps": 9.287335731765861
 }
 {
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+    "total_preds": 1532,
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     "missing": 2,
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+    "invalid_fraction": 0.04439,
+    "precision": 0.95561,
     "recall": 0.99864,
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     "recall-0.1": 0.998636,
     "recall-0.15": 0.998636,
     "recall-0.25": 0.998636,
@@ -1106,15 +1101,15 @@ Results of the model in various experiments on different datasets.
   },
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     "recall-0.15": 0.998635,
     "recall-0.25": 0.998635,
     "recall-0.5": 0.998635,
@@ -1122,15 +1117,15 @@ Results of the model in various experiments on different datasets.
   },
   "elbow_left": {
     "count": 1463,
-    "mean": 0.026268,
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     "recall-0.25": 0.996587,
     "recall-0.5": 0.998635,
@@ -1138,63 +1133,63 @@ Results of the model in various experiments on different datasets.
   },
   "elbow_right": {
     "count": 1462,
-    "mean": 0.023411,
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   "wrist_left": {
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   "hip_left": {
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+    "mean": 0.059468,
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+    "std": 0.02996,
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+    "recall-0.05": 0.422526,
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     "recall-0.15": 0.969283,
     "recall-0.25": 0.998635,
     "recall-0.5": 0.998635,
@@ -1202,15 +1197,15 @@ Results of the model in various experiments on different datasets.
   },
   "hip_right": {
     "count": 1464,
-    "mean": 0.058562,
+    "mean": 0.058652,
     "median": 0.054479,
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+    "std": 0.028985,
+    "sem": 0.000758,
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+    "recall-0.025": 0.053888,
+    "recall-0.05": 0.420873,
+    "recall-0.1": 0.914052,
     "recall-0.15": 0.986357,
     "recall-0.25": 0.997954,
     "recall-0.5": 0.998636,
@@ -1218,408 +1213,410 @@ Results of the model in various experiments on different datasets.
   },
   "knee_left": {
     "count": 1463,
-    "mean": 0.051829,
-    "median": 0.042757,
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+    "recall-0.025": 0.187713,
+    "recall-0.05": 0.632082,
+    "recall-0.1": 0.92628,
+    "recall-0.15": 0.965188,
+    "recall-0.25": 0.983618,
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     "num_labels": 1465
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   "knee_right": {
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     "recall-0.25": 0.996573,
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     "num_labels": 1459
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   "ankle_left": {
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+    "mean": 0.083259,
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     "num_labels": 1463
   },
   "ankle_right": {
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+    "mean": 0.078906,
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+    "sem": 0.002773,
     "min": 0.001061,
     "max": 0.4981,
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+    "recall-0.025": 0.367808,
     "recall-0.05": 0.684247,
     "recall-0.1": 0.772603,
-    "recall-0.15": 0.813699,
-    "recall-0.25": 0.896575,
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+    "recall-0.15": 0.811644,
+    "recall-0.25": 0.894521,
+    "recall-0.5": 0.993151,
     "num_labels": 1460
   },
   "joint_recalls": {
     "num_labels": 18990,
-    "recall-0.025": 0.48773,
-    "recall-0.05": 0.75039,
-    "recall-0.1": 0.92507,
-    "recall-0.15": 0.95956,
-    "recall-0.25": 0.98157,
-    "recall-0.5": 0.99768
+    "recall-0.025": 0.48726,
+    "recall-0.05": 0.75045,
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+    "recall-0.15": 0.9594,
+    "recall-0.25": 0.98146,
+    "recall-0.5": 0.99763
   }
 }
 {
   "total_parts": 20444,
-  "correct_parts": 19978,
-  "pcp": 0.977206
+  "correct_parts": 19977,
+  "pcp": 0.977157
 }
 ```
 
-(3 cameras)
+##### 3 cameras
+
 ```json
 {
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-  "avg_time_3d": 0.0005383119350526391,
-  "avg_fps": 14.82116019793796
+  "avg_time_2d": 0.06624835293467451,
+  "avg_time_3d": 0.0005510295309671541,
+  "avg_fps": 14.970198272631503
 }
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   "person_nums": {
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+    "total_preds": 1433,
     "considered_empty": 0,
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-    "recall": 0.96317,
-    "f1": 0.97547,
-    "non_empty": 1429
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+    "invalid_preds": 16,
+    "missing": 49,
+    "invalid_fraction": 0.01117,
+    "precision": 0.98883,
+    "recall": 0.96658,
+    "f1": 0.97758,
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-    "ap-0.15": 0.886829,
-    "ap-0.25": 0.934464,
-    "ap-0.5": 0.951885
+    "ap-0.025": 0.001684,
+    "ap-0.05": 0.183325,
+    "ap-0.1": 0.736595,
+    "ap-0.15": 0.89124,
+    "ap-0.25": 0.938401,
+    "ap-0.5": 0.955959
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   "elbow_left": {
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   "hip_right": {
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   "knee_left": {
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-    "recall-0.1": 0.372522,
-    "recall-0.15": 0.498975,
-    "recall-0.25": 0.649351,
-    "recall-0.5": 0.901572,
+    "recall-0.025": 0.198906,
+    "recall-0.05": 0.2946,
+    "recall-0.1": 0.373889,
+    "recall-0.15": 0.501025,
+    "recall-0.25": 0.650718,
+    "recall-0.5": 0.905673,
     "num_labels": 1463
   },
   "ankle_right": {
-    "count": 1311,
-    "mean": 0.149307,
-    "median": 0.106447,
-    "std": 0.131489,
-    "sem": 0.003633,
+    "count": 1317,
+    "mean": 0.149976,
+    "median": 0.106811,
+    "std": 0.132016,
+    "sem": 0.003639,
     "min": 0.001734,
     "max": 0.497141,
-    "recall-0.025": 0.161644,
-    "recall-0.05": 0.29589,
-    "recall-0.1": 0.427397,
-    "recall-0.15": 0.541096,
-    "recall-0.25": 0.681507,
-    "recall-0.5": 0.897945,
+    "recall-0.025": 0.162329,
+    "recall-0.05": 0.295205,
+    "recall-0.1": 0.428082,
+    "recall-0.15": 0.542466,
+    "recall-0.25": 0.682877,
+    "recall-0.5": 0.902055,
     "num_labels": 1460
   },
   "joint_recalls": {
     "num_labels": 18990,
-    "recall-0.025": 0.32928,
-    "recall-0.05": 0.56372,
-    "recall-0.1": 0.78336,
-    "recall-0.15": 0.84576,
-    "recall-0.25": 0.9039,
-    "recall-0.5": 0.95129
+    "recall-0.025": 0.33012,
+    "recall-0.05": 0.56498,
+    "recall-0.1": 0.78568,
+    "recall-0.15": 0.8485,
+    "recall-0.25": 0.9069,
+    "recall-0.5": 0.95477
   }
 }
 {
   "total_parts": 20444,
-  "correct_parts": 18309,
-  "pcp": 0.895568
+  "correct_parts": 18371,
+  "pcp": 0.898601
 }
 ```
 
-(10 cameras)
+##### 10 cameras
+
 ```json
 {
-  "avg_time_2d": 0.20779247690991656,
-  "avg_time_3d": 0.0016487220438515268,
-  "avg_fps": 4.774609794994247
+  "avg_time_2d": 0.2057144705842181,
+  "avg_time_3d": 0.001667153544542266,
+  "avg_fps": 4.822028008513975
 }
 {
   "person_nums": {
     "total_frames": 420,
     "total_labels": 1466,
-    "total_preds": 1523,
+    "total_preds": 1493,
     "considered_empty": 0,
     "valid_preds": 1465,
-    "invalid_preds": 58,
+    "invalid_preds": 28,
     "missing": 1,
-    "invalid_fraction": 0.03808,
-    "precision": 0.96192,
+    "invalid_fraction": 0.01875,
+    "precision": 0.98125,
     "recall": 0.99932,
-    "f1": 0.98026,
-    "non_empty": 1523
+    "f1": 0.9902,
+    "non_empty": 1493
   },
   "mpjpe": {
     "count": 1465,
-    "mean": 0.03698,
-    "median": 0.032157,
-    "std": 0.017197,
-    "sem": 0.000449,
+    "mean": 0.036962,
+    "median": 0.032321,
+    "std": 0.01707,
+    "sem": 0.000446,
     "min": 0.013848,
     "max": 0.136363,
-    "recall-0.025": 0.191678,
-    "recall-0.05": 0.854025,
-    "recall-0.1": 0.988404,
+    "recall-0.025": 0.186903,
+    "recall-0.05": 0.855389,
+    "recall-0.1": 0.989086,
     "recall-0.15": 0.999318,
     "recall-0.25": 0.999318,
     "recall-0.5": 0.999318,
     "num_labels": 1466,
-    "ap-0.025": 0.089714,
-    "ap-0.05": 0.813775,
-    "ap-0.1": 0.976169,
-    "ap-0.15": 0.988475,
-    "ap-0.25": 0.988475,
-    "ap-0.5": 0.988475
+    "ap-0.025": 0.086458,
+    "ap-0.05": 0.814354,
+    "ap-0.1": 0.977876,
+    "ap-0.15": 0.989333,
+    "ap-0.25": 0.989333,
+    "ap-0.5": 0.989333
   },
   "nose": {
     "count": 1462,
-    "mean": 0.012463,
-    "median": 0.010896,
-    "std": 0.007875,
-    "sem": 0.000206,
-    "min": 0.001275,
+    "mean": 0.012447,
+    "median": 0.010918,
+    "std": 0.007836,
+    "sem": 0.000205,
+    "min": 0.000855,
     "max": 0.124831,
-    "recall-0.025": 0.954887,
-    "recall-0.05": 0.992481,
+    "recall-0.025": 0.954204,
+    "recall-0.05": 0.993165,
     "recall-0.1": 0.998633,
     "recall-0.15": 0.999316,
     "recall-0.25": 0.999316,
@@ -1628,14 +1625,14 @@ Results of the model in various experiments on different datasets.
   },
   "shoulder_left": {
     "count": 1465,
-    "mean": 0.018708,
+    "mean": 0.01866,
     "median": 0.016682,
-    "std": 0.009587,
-    "sem": 0.000251,
+    "std": 0.00954,
+    "sem": 0.000249,
     "min": 0.001103,
     "max": 0.11138,
-    "recall-0.025": 0.799454,
-    "recall-0.05": 0.991132,
+    "recall-0.025": 0.802183,
+    "recall-0.05": 0.992497,
     "recall-0.1": 0.998636,
     "recall-0.15": 0.999318,
     "recall-0.25": 0.999318,
@@ -1644,14 +1641,14 @@ Results of the model in various experiments on different datasets.
   },
   "shoulder_right": {
     "count": 1464,
-    "mean": 0.020508,
-    "median": 0.019301,
-    "std": 0.008862,
-    "sem": 0.000232,
+    "mean": 0.020534,
+    "median": 0.019244,
+    "std": 0.009021,
+    "sem": 0.000236,
     "min": 0.000512,
     "max": 0.087963,
-    "recall-0.025": 0.767918,
-    "recall-0.05": 0.990444,
+    "recall-0.025": 0.769283,
+    "recall-0.05": 0.987713,
     "recall-0.1": 0.999317,
     "recall-0.15": 0.999317,
     "recall-0.25": 0.999317,
@@ -1660,14 +1657,14 @@ Results of the model in various experiments on different datasets.
   },
   "elbow_left": {
     "count": 1464,
-    "mean": 0.020822,
-    "median": 0.018392,
-    "std": 0.01212,
-    "sem": 0.000317,
+    "mean": 0.021075,
+    "median": 0.018642,
+    "std": 0.012409,
+    "sem": 0.000324,
     "min": 0.002104,
     "max": 0.147682,
-    "recall-0.025": 0.71058,
-    "recall-0.05": 0.975427,
+    "recall-0.025": 0.706485,
+    "recall-0.05": 0.972014,
     "recall-0.1": 0.998635,
     "recall-0.15": 0.999317,
     "recall-0.25": 0.999317,
@@ -1676,14 +1673,14 @@ Results of the model in various experiments on different datasets.
   },
   "elbow_right": {
     "count": 1462,
-    "mean": 0.019589,
-    "median": 0.017396,
-    "std": 0.011483,
-    "sem": 0.0003,
+    "mean": 0.019513,
+    "median": 0.017384,
+    "std": 0.01139,
+    "sem": 0.000298,
     "min": 0.001927,
     "max": 0.132247,
-    "recall-0.025": 0.803144,
-    "recall-0.05": 0.971975,
+    "recall-0.025": 0.803828,
+    "recall-0.05": 0.972659,
     "recall-0.1": 0.997949,
     "recall-0.15": 0.999316,
     "recall-0.25": 0.999316,
@@ -1692,47 +1689,47 @@ Results of the model in various experiments on different datasets.
   },
   "wrist_left": {
     "count": 1433,
-    "mean": 0.02091,
-    "median": 0.015145,
-    "std": 0.021234,
-    "sem": 0.000561,
+    "mean": 0.020962,
+    "median": 0.015206,
+    "std": 0.021009,
+    "sem": 0.000555,
     "min": 0.001506,
     "max": 0.194344,
-    "recall-0.025": 0.764296,
-    "recall-0.05": 0.938633,
-    "recall-0.1": 0.982566,
-    "recall-0.15": 0.993724,
+    "recall-0.025": 0.763598,
+    "recall-0.05": 0.939331,
+    "recall-0.1": 0.983264,
+    "recall-0.15": 0.994421,
     "recall-0.25": 0.999303,
     "recall-0.5": 0.999303,
     "num_labels": 1434
   },
   "wrist_right": {
     "count": 1456,
-    "mean": 0.020509,
+    "mean": 0.020386,
     "median": 0.013775,
-    "std": 0.021109,
-    "sem": 0.000553,
+    "std": 0.020657,
+    "sem": 0.000542,
     "min": 0.000284,
     "max": 0.212342,
-    "recall-0.025": 0.769231,
-    "recall-0.05": 0.933379,
-    "recall-0.1": 0.983516,
-    "recall-0.15": 0.996566,
+    "recall-0.025": 0.773352,
+    "recall-0.05": 0.934066,
+    "recall-0.1": 0.984203,
+    "recall-0.15": 0.997253,
     "recall-0.25": 1.0,
     "recall-0.5": 1.0,
     "num_labels": 1456
   },
   "hip_left": {
     "count": 1464,
-    "mean": 0.050187,
-    "median": 0.048259,
-    "std": 0.019021,
-    "sem": 0.000497,
+    "mean": 0.050209,
+    "median": 0.048369,
+    "std": 0.019031,
+    "sem": 0.000498,
     "min": 0.008094,
     "max": 0.148516,
     "recall-0.025": 0.050512,
-    "recall-0.05": 0.551536,
-    "recall-0.1": 0.975427,
+    "recall-0.05": 0.550853,
+    "recall-0.1": 0.974744,
     "recall-0.15": 0.999317,
     "recall-0.25": 0.999317,
     "recall-0.5": 0.999317,
@@ -1740,14 +1737,14 @@ Results of the model in various experiments on different datasets.
   },
   "hip_right": {
     "count": 1465,
-    "mean": 0.050083,
-    "median": 0.048863,
-    "std": 0.016782,
+    "mean": 0.049967,
+    "median": 0.048727,
+    "std": 0.016811,
     "sem": 0.000439,
     "min": 0.007258,
     "max": 0.138747,
-    "recall-0.025": 0.048431,
-    "recall-0.05": 0.52251,
+    "recall-0.025": 0.052524,
+    "recall-0.05": 0.521828,
     "recall-0.1": 0.988404,
     "recall-0.15": 0.999318,
     "recall-0.25": 0.999318,
@@ -1756,82 +1753,82 @@ Results of the model in various experiments on different datasets.
   },
   "knee_left": {
     "count": 1464,
-    "mean": 0.038508,
-    "median": 0.032025,
-    "std": 0.029417,
-    "sem": 0.000769,
-    "min": 0.000967,
-    "max": 0.457217,
-    "recall-0.025": 0.332423,
+    "mean": 0.038613,
+    "median": 0.032507,
+    "std": 0.027792,
+    "sem": 0.000727,
+    "min": 0.002051,
+    "max": 0.275419,
+    "recall-0.025": 0.327645,
     "recall-0.05": 0.762457,
-    "recall-0.1": 0.969966,
-    "recall-0.15": 0.989761,
-    "recall-0.25": 0.99727,
+    "recall-0.1": 0.969283,
+    "recall-0.15": 0.989078,
+    "recall-0.25": 0.998635,
     "recall-0.5": 0.999317,
     "num_labels": 1465
   },
   "knee_right": {
     "count": 1458,
-    "mean": 0.041587,
-    "median": 0.035713,
-    "std": 0.026497,
-    "sem": 0.000694,
+    "mean": 0.041435,
+    "median": 0.035821,
+    "std": 0.026039,
+    "sem": 0.000682,
     "min": 0.004598,
     "max": 0.242773,
-    "recall-0.025": 0.245374,
-    "recall-0.05": 0.735435,
-    "recall-0.1": 0.963674,
-    "recall-0.15": 0.990404,
+    "recall-0.025": 0.244688,
+    "recall-0.05": 0.738862,
+    "recall-0.1": 0.964359,
+    "recall-0.15": 0.99109,
     "recall-0.25": 0.999315,
     "recall-0.5": 0.999315,
     "num_labels": 1459
   },
   "ankle_left": {
     "count": 1458,
-    "mean": 0.084888,
-    "median": 0.04214,
-    "std": 0.101806,
-    "sem": 0.002667,
+    "mean": 0.085372,
+    "median": 0.042892,
+    "std": 0.101898,
+    "sem": 0.00267,
     "min": 0.000814,
     "max": 0.494931,
-    "recall-0.025": 0.350649,
-    "recall-0.05": 0.552973,
-    "recall-0.1": 0.71702,
-    "recall-0.15": 0.829802,
+    "recall-0.025": 0.347915,
+    "recall-0.05": 0.547505,
+    "recall-0.1": 0.713602,
+    "recall-0.15": 0.829118,
     "recall-0.25": 0.917293,
     "recall-0.5": 0.996582,
     "num_labels": 1463
   },
   "ankle_right": {
     "count": 1450,
-    "mean": 0.077312,
-    "median": 0.042646,
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-    "sem": 0.002575,
-    "min": 0.001957,
+    "mean": 0.076667,
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+    "sem": 0.002526,
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     "max": 0.49866,
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+    "recall-0.15": 0.856849,
+    "recall-0.25": 0.910959,
     "recall-0.5": 0.993151,
     "num_labels": 1460
   },
   "joint_recalls": {
     "num_labels": 18990,
-    "recall-0.025": 0.53112,
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-    "recall-0.1": 0.95118,
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+    "recall-0.15": 0.97283,
+    "recall-0.25": 0.98589,
     "recall-0.5": 0.99831
   }
 }
 {
   "total_parts": 20444,
-  "correct_parts": 20202,
-  "pcp": 0.988163
+  "correct_parts": 20204,
+  "pcp": 0.988261
 }
 ```
 
@@ -1840,269 +1837,269 @@ Results of the model in various experiments on different datasets.
 (duration 00:01:45)
 ```json
 {
-  "avg_time_2d": 0.05610806143868453,
-  "avg_time_3d": 0.00039702031149793025,
-  "avg_fps": 17.697523285094107
+  "avg_time_2d": 0.057706349948321835,
+  "avg_time_3d": 0.0003749907398020535,
+  "avg_fps": 17.217233420448125
 }
 {
   "person_nums": {
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     "total_labels": 479,
-    "total_preds": 662,
+    "total_preds": 713,
     "considered_empty": 0,
-    "valid_preds": 400,
-    "invalid_preds": 262,
-    "missing": 79,
-    "invalid_fraction": 0.39577,
-    "precision": 0.60423,
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-    "non_empty": 662
+    "valid_preds": 421,
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+    "missing": 58,
+    "invalid_fraction": 0.40954,
+    "precision": 0.59046,
+    "recall": 0.87891,
+    "f1": 0.70638,
+    "non_empty": 713
   },
   "mpjpe": {
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     "min": 0.018825,
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+    "recall-0.25": 0.839248,
+    "recall-0.5": 0.878914,
     "num_labels": 479,
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-    "ap-0.15": 0.537106,
-    "ap-0.25": 0.6682,
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+    "ap-0.025": 0.001589,
+    "ap-0.05": 0.121974,
+    "ap-0.1": 0.425546,
+    "ap-0.15": 0.574657,
+    "ap-0.25": 0.700378,
+    "ap-0.5": 0.74095
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   "head": {
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+    "count": 395,
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     "min": 0.003708,
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     "num_labels": 452
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   "shoulder_left": {
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     "num_labels": 454
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   "shoulder_right": {
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-  "pcp": 0.750985
+  "correct_parts": 3410,
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 }
 ```
 
@@ -2111,58 +2108,58 @@ Results of the model in various experiments on different datasets.
 (duration 00:01:51)
 ```json
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@@ -2170,14 +2167,14 @@ Results of the model in various experiments on different datasets.
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@@ -2186,14 +2183,14 @@ Results of the model in various experiments on different datasets.
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@@ -2202,14 +2199,14 @@ Results of the model in various experiments on different datasets.
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@@ -2218,15 +2215,15 @@ Results of the model in various experiments on different datasets.
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@@ -2234,15 +2231,15 @@ Results of the model in various experiments on different datasets.
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@@ -2250,10 +2247,10 @@ Results of the model in various experiments on different datasets.
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@@ -2266,14 +2263,14 @@ Results of the model in various experiments on different datasets.
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@@ -2282,14 +2279,14 @@ Results of the model in various experiments on different datasets.
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@@ -2298,14 +2295,14 @@ Results of the model in various experiments on different datasets.
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@@ -2314,9 +2311,9 @@ Results of the model in various experiments on different datasets.
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@@ -2330,14 +2327,14 @@ Results of the model in various experiments on different datasets.
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@@ -2346,13 +2343,13 @@ Results of the model in various experiments on different datasets.
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     "recall-0.05": 0.522508,
     "recall-0.1": 0.92926,
     "recall-0.15": 0.946945,
@@ -2362,9 +2359,9 @@ Results of the model in various experiments on different datasets.
   },
   "joint_recalls": {
     "num_labels": 8129,
-    "recall-0.025": 0.09595,
-    "recall-0.05": 0.52749,
-    "recall-0.1": 0.95092,
+    "recall-0.025": 0.09608,
+    "recall-0.05": 0.52713,
+    "recall-0.1": 0.95079,
     "recall-0.15": 0.98155,
     "recall-0.25": 0.98905,
     "recall-0.5": 0.99742
@@ -2379,7 +2376,8 @@ Results of the model in various experiments on different datasets.
 
 ### H3WB
 
-(default joints, duration 00:00:41)
+##### default joints
+
 ```json
 {
   "avg_time_2d": 0.07019692094702469,
@@ -2648,7 +2646,8 @@ Results of the model in various experiments on different datasets.
 }
 ```
 
-(duration 00:00:54)
+##### whole-body
+
 ```json
 {
   "avg_time_2d": 0.08644666295302542,
@@ -4919,61 +4918,62 @@ Results of the model in various experiments on different datasets.
 
 ### EgoHumans
 
-(tagging)
+##### tagging
+
 ```json
 {
-  "avg_time_2d": 0.1627469539642334,
-  "avg_time_3d": 0.0010031461715698242,
-  "avg_fps": 6.106866494558892
+  "avg_time_2d": 0.16942452324761284,
+  "avg_time_3d": 0.0010016149944729275,
+  "avg_fps": 5.867644542760963
 }
 {
   "person_nums": {
     "total_frames": 100,
     "total_labels": 400,
-    "total_preds": 359,
+    "total_preds": 354,
     "considered_empty": 0,
     "valid_preds": 352,
-    "invalid_preds": 7,
+    "invalid_preds": 2,
     "missing": 48,
-    "invalid_fraction": 0.0195,
-    "precision": 0.9805,
+    "invalid_fraction": 0.00565,
+    "precision": 0.99435,
     "recall": 0.88,
-    "f1": 0.92754,
-    "non_empty": 359
+    "f1": 0.93369,
+    "non_empty": 354
   },
   "mpjpe": {
     "count": 352,
-    "mean": 0.038653,
-    "median": 0.032953,
-    "std": 0.021515,
+    "mean": 0.038706,
+    "median": 0.033017,
+    "std": 0.021502,
     "sem": 0.001148,
     "min": 0.015741,
     "max": 0.227347,
-    "recall-0.025": 0.1325,
-    "recall-0.05": 0.7525,
+    "recall-0.025": 0.13,
+    "recall-0.05": 0.755,
     "recall-0.1": 0.8675,
     "recall-0.15": 0.8725,
     "recall-0.25": 0.88,
     "recall-0.5": 0.88,
     "num_labels": 400,
-    "ap-0.025": 0.022947,
-    "ap-0.05": 0.676294,
+    "ap-0.025": 0.022253,
+    "ap-0.05": 0.678683,
     "ap-0.1": 0.862522,
     "ap-0.15": 0.872493,
-    "ap-0.25": 0.879958,
-    "ap-0.5": 0.879958
+    "ap-0.25": 0.88,
+    "ap-0.5": 0.88
   },
   "head": {
     "count": 352,
-    "mean": 0.042691,
-    "median": 0.036569,
-    "std": 0.026197,
-    "sem": 0.001398,
+    "mean": 0.042933,
+    "median": 0.036921,
+    "std": 0.025915,
+    "sem": 0.001383,
     "min": 0.00635,
     "max": 0.265279,
-    "recall-0.025": 0.2,
-    "recall-0.05": 0.62,
-    "recall-0.1": 0.87,
+    "recall-0.025": 0.1975,
+    "recall-0.05": 0.6125,
+    "recall-0.1": 0.8725,
     "recall-0.15": 0.875,
     "recall-0.25": 0.875,
     "recall-0.5": 0.88,
@@ -4981,15 +4981,15 @@ Results of the model in various experiments on different datasets.
   },
   "shoulder_left": {
     "count": 352,
-    "mean": 0.038663,
-    "median": 0.033985,
-    "std": 0.023806,
-    "sem": 0.001271,
+    "mean": 0.03917,
+    "median": 0.034151,
+    "std": 0.024818,
+    "sem": 0.001325,
     "min": 0.004924,
     "max": 0.264632,
     "recall-0.025": 0.255,
-    "recall-0.05": 0.68,
-    "recall-0.1": 0.875,
+    "recall-0.05": 0.675,
+    "recall-0.1": 0.87,
     "recall-0.15": 0.875,
     "recall-0.25": 0.8775,
     "recall-0.5": 0.88,
@@ -4997,13 +4997,13 @@ Results of the model in various experiments on different datasets.
   },
   "shoulder_right": {
     "count": 352,
-    "mean": 0.039541,
-    "median": 0.036647,
-    "std": 0.025671,
-    "sem": 0.00137,
+    "mean": 0.03965,
+    "median": 0.036622,
+    "std": 0.02603,
+    "sem": 0.001389,
     "min": 0.005694,
     "max": 0.378378,
-    "recall-0.025": 0.205,
+    "recall-0.025": 0.2125,
     "recall-0.05": 0.69,
     "recall-0.1": 0.8675,
     "recall-0.15": 0.8775,
@@ -5013,14 +5013,14 @@ Results of the model in various experiments on different datasets.
   },
   "elbow_left": {
     "count": 351,
-    "mean": 0.028515,
-    "median": 0.024498,
-    "std": 0.019729,
-    "sem": 0.001055,
+    "mean": 0.028324,
+    "median": 0.024495,
+    "std": 0.019561,
+    "sem": 0.001046,
     "min": 0.002262,
     "max": 0.170425,
-    "recall-0.025": 0.45,
-    "recall-0.05": 0.79,
+    "recall-0.025": 0.4525,
+    "recall-0.05": 0.795,
     "recall-0.1": 0.8675,
     "recall-0.15": 0.8725,
     "recall-0.25": 0.8775,
@@ -5029,9 +5029,9 @@ Results of the model in various experiments on different datasets.
   },
   "elbow_right": {
     "count": 352,
-    "mean": 0.039351,
+    "mean": 0.039376,
     "median": 0.031112,
-    "std": 0.041432,
+    "std": 0.041418,
     "sem": 0.002211,
     "min": 0.001571,
     "max": 0.494385,
@@ -5045,31 +5045,31 @@ Results of the model in various experiments on different datasets.
   },
   "wrist_left": {
     "count": 352,
-    "mean": 0.032903,
-    "median": 0.026717,
-    "std": 0.027932,
-    "sem": 0.001491,
+    "mean": 0.033448,
+    "median": 0.026736,
+    "std": 0.029229,
+    "sem": 0.00156,
     "min": 0.003574,
     "max": 0.294686,
-    "recall-0.025": 0.3925,
-    "recall-0.05": 0.765,
-    "recall-0.1": 0.85,
-    "recall-0.15": 0.875,
+    "recall-0.025": 0.3875,
+    "recall-0.05": 0.7625,
+    "recall-0.1": 0.8475,
+    "recall-0.15": 0.8725,
     "recall-0.25": 0.8775,
     "recall-0.5": 0.88,
     "num_labels": 400
   },
   "wrist_right": {
     "count": 350,
-    "mean": 0.037048,
-    "median": 0.024015,
-    "std": 0.047927,
-    "sem": 0.002565,
+    "mean": 0.036981,
+    "median": 0.023765,
+    "std": 0.047843,
+    "sem": 0.002561,
     "min": 0.001093,
     "max": 0.394652,
     "recall-0.025": 0.46,
-    "recall-0.05": 0.7125,
-    "recall-0.1": 0.83,
+    "recall-0.05": 0.715,
+    "recall-0.1": 0.8325,
     "recall-0.15": 0.85,
     "recall-0.25": 0.86,
     "recall-0.5": 0.875,
@@ -5077,30 +5077,30 @@ Results of the model in various experiments on different datasets.
   },
   "hip_left": {
     "count": 352,
-    "mean": 0.04693,
-    "median": 0.038488,
-    "std": 0.034212,
-    "sem": 0.001826,
+    "mean": 0.046498,
+    "median": 0.03812,
+    "std": 0.033302,
+    "sem": 0.001778,
     "min": 0.005418,
     "max": 0.347286,
-    "recall-0.025": 0.2175,
-    "recall-0.05": 0.605,
-    "recall-0.1": 0.8075,
-    "recall-0.15": 0.8725,
+    "recall-0.025": 0.215,
+    "recall-0.05": 0.6025,
+    "recall-0.1": 0.81,
+    "recall-0.15": 0.875,
     "recall-0.25": 0.8775,
     "recall-0.5": 0.88,
     "num_labels": 400
   },
   "hip_right": {
     "count": 352,
-    "mean": 0.043819,
-    "median": 0.03529,
-    "std": 0.031682,
-    "sem": 0.001691,
+    "mean": 0.044108,
+    "median": 0.036342,
+    "std": 0.031589,
+    "sem": 0.001686,
     "min": 0.002855,
     "max": 0.337234,
-    "recall-0.025": 0.2375,
-    "recall-0.05": 0.63,
+    "recall-0.025": 0.2325,
+    "recall-0.05": 0.62,
     "recall-0.1": 0.8275,
     "recall-0.15": 0.875,
     "recall-0.25": 0.8775,
@@ -5109,15 +5109,15 @@ Results of the model in various experiments on different datasets.
   },
   "knee_left": {
     "count": 352,
-    "mean": 0.026271,
-    "median": 0.022014,
-    "std": 0.016314,
-    "sem": 0.000871,
+    "mean": 0.02642,
+    "median": 0.02205,
+    "std": 0.016838,
+    "sem": 0.000899,
     "min": 0.00144,
-    "max": 0.108472,
-    "recall-0.025": 0.5125,
-    "recall-0.05": 0.815,
-    "recall-0.1": 0.8775,
+    "max": 0.121418,
+    "recall-0.025": 0.51,
+    "recall-0.05": 0.8175,
+    "recall-0.1": 0.875,
     "recall-0.15": 0.88,
     "recall-0.25": 0.88,
     "recall-0.5": 0.88,
@@ -5126,12 +5126,12 @@ Results of the model in various experiments on different datasets.
   "knee_right": {
     "count": 352,
     "mean": 0.031668,
-    "median": 0.024086,
-    "std": 0.037861,
-    "sem": 0.002021,
+    "median": 0.024186,
+    "std": 0.037654,
+    "sem": 0.00201,
     "min": 0.000614,
     "max": 0.466897,
-    "recall-0.025": 0.4625,
+    "recall-0.025": 0.46,
     "recall-0.05": 0.79,
     "recall-0.1": 0.865,
     "recall-0.15": 0.8675,
@@ -5141,43 +5141,43 @@ Results of the model in various experiments on different datasets.
   },
   "ankle_left": {
     "count": 352,
-    "mean": 0.038157,
-    "median": 0.030181,
-    "std": 0.040799,
-    "sem": 0.002178,
+    "mean": 0.037837,
+    "median": 0.02989,
+    "std": 0.040052,
+    "sem": 0.002138,
     "min": 0.002653,
     "max": 0.45785,
-    "recall-0.025": 0.3325,
+    "recall-0.025": 0.335,
     "recall-0.05": 0.7325,
-    "recall-0.1": 0.855,
-    "recall-0.15": 0.8675,
+    "recall-0.1": 0.8575,
+    "recall-0.15": 0.87,
     "recall-0.25": 0.8725,
     "recall-0.5": 0.88,
     "num_labels": 400
   },
   "ankle_right": {
     "count": 351,
-    "mean": 0.049452,
-    "median": 0.035286,
-    "std": 0.049636,
-    "sem": 0.002653,
+    "mean": 0.049278,
+    "median": 0.035545,
+    "std": 0.048007,
+    "sem": 0.002566,
     "min": 0.002213,
     "max": 0.409273,
     "recall-0.025": 0.225,
-    "recall-0.05": 0.605,
+    "recall-0.05": 0.6025,
     "recall-0.1": 0.7875,
     "recall-0.15": 0.8525,
-    "recall-0.25": 0.8625,
+    "recall-0.25": 0.865,
     "recall-0.5": 0.8775,
     "num_labels": 400
   },
   "joint_recalls": {
     "num_labels": 5200,
-    "recall-0.025": 0.32788,
-    "recall-0.05": 0.70308,
+    "recall-0.025": 0.3275,
+    "recall-0.05": 0.70154,
     "recall-0.1": 0.84769,
-    "recall-0.15": 0.86981,
-    "recall-0.25": 0.87404,
+    "recall-0.15": 0.87,
+    "recall-0.25": 0.87423,
     "recall-0.5": 0.87923
   }
 }
@@ -5188,36 +5188,37 @@ Results of the model in various experiments on different datasets.
 }
 ```
 
-(legoassemble)
+##### legoassemble
+
 ```json
 {
-  "avg_time_2d": 0.16489756859100616,
-  "avg_time_3d": 0.0009790734127835112,
-  "avg_fps": 6.028576343962604
+  "avg_time_2d": 0.168116722021017,
+  "avg_time_3d": 0.0009745090931385487,
+  "avg_fps": 5.913967231836452
 }
 {
   "person_nums": {
     "total_frames": 121,
     "total_labels": 363,
-    "total_preds": 369,
+    "total_preds": 363,
     "considered_empty": 0,
     "valid_preds": 363,
-    "invalid_preds": 6,
+    "invalid_preds": 0,
     "missing": 0,
-    "invalid_fraction": 0.01626,
-    "precision": 0.98374,
+    "invalid_fraction": 0.0,
+    "precision": 1.0,
     "recall": 1.0,
-    "f1": 0.9918,
-    "non_empty": 369
+    "f1": 1.0,
+    "non_empty": 363
   },
   "mpjpe": {
     "count": 363,
-    "mean": 0.030185,
-    "median": 0.028973,
-    "std": 0.008398,
-    "sem": 0.000441,
+    "mean": 0.030062,
+    "median": 0.028839,
+    "std": 0.007989,
+    "sem": 0.00042,
     "min": 0.013843,
-    "max": 0.086047,
+    "max": 0.063812,
     "recall-0.025": 0.283747,
     "recall-0.05": 0.975207,
     "recall-0.1": 1.0,
@@ -5225,23 +5226,23 @@ Results of the model in various experiments on different datasets.
     "recall-0.25": 1.0,
     "recall-0.5": 1.0,
     "num_labels": 363,
-    "ap-0.025": 0.08155,
-    "ap-0.05": 0.962913,
-    "ap-0.1": 0.999647,
-    "ap-0.15": 0.999647,
-    "ap-0.25": 0.999647,
-    "ap-0.5": 0.999647
+    "ap-0.025": 0.083374,
+    "ap-0.05": 0.962882,
+    "ap-0.1": 1.0,
+    "ap-0.15": 1.0,
+    "ap-0.25": 1.0,
+    "ap-0.5": 1.0
   },
   "head": {
     "count": 363,
-    "mean": 0.030491,
-    "median": 0.025346,
-    "std": 0.019468,
-    "sem": 0.001023,
+    "mean": 0.030335,
+    "median": 0.025398,
+    "std": 0.019281,
+    "sem": 0.001013,
     "min": 0.001475,
     "max": 0.1476,
-    "recall-0.025": 0.490358,
-    "recall-0.05": 0.842975,
+    "recall-0.025": 0.487603,
+    "recall-0.05": 0.84573,
     "recall-0.1": 0.997245,
     "recall-0.15": 1.0,
     "recall-0.25": 1.0,
@@ -5250,14 +5251,14 @@ Results of the model in various experiments on different datasets.
   },
   "shoulder_left": {
     "count": 363,
-    "mean": 0.033709,
-    "median": 0.027672,
-    "std": 0.021187,
+    "mean": 0.033499,
+    "median": 0.027624,
+    "std": 0.0212,
     "sem": 0.001114,
     "min": 0.003916,
     "max": 0.145934,
-    "recall-0.025": 0.426997,
-    "recall-0.05": 0.831956,
+    "recall-0.025": 0.429752,
+    "recall-0.05": 0.834711,
     "recall-0.1": 0.977961,
     "recall-0.15": 1.0,
     "recall-0.25": 1.0,
@@ -5266,14 +5267,14 @@ Results of the model in various experiments on different datasets.
   },
   "shoulder_right": {
     "count": 363,
-    "mean": 0.030587,
-    "median": 0.029255,
-    "std": 0.015422,
-    "sem": 0.000811,
+    "mean": 0.030581,
+    "median": 0.029443,
+    "std": 0.015309,
+    "sem": 0.000805,
     "min": 0.003011,
     "max": 0.108366,
-    "recall-0.025": 0.393939,
-    "recall-0.05": 0.895317,
+    "recall-0.025": 0.396694,
+    "recall-0.05": 0.892562,
     "recall-0.1": 0.997245,
     "recall-0.15": 1.0,
     "recall-0.25": 1.0,
@@ -5282,14 +5283,14 @@ Results of the model in various experiments on different datasets.
   },
   "elbow_left": {
     "count": 363,
-    "mean": 0.023632,
-    "median": 0.020758,
-    "std": 0.016124,
-    "sem": 0.000847,
+    "mean": 0.023656,
+    "median": 0.021019,
+    "std": 0.0162,
+    "sem": 0.000851,
     "min": 0.000934,
     "max": 0.23055,
-    "recall-0.025": 0.655647,
-    "recall-0.05": 0.969697,
+    "recall-0.025": 0.650138,
+    "recall-0.05": 0.972452,
     "recall-0.1": 0.997245,
     "recall-0.15": 0.997245,
     "recall-0.25": 1.0,
@@ -5298,15 +5299,15 @@ Results of the model in various experiments on different datasets.
   },
   "elbow_right": {
     "count": 363,
-    "mean": 0.021278,
-    "median": 0.019411,
-    "std": 0.013729,
-    "sem": 0.000722,
+    "mean": 0.021026,
+    "median": 0.019516,
+    "std": 0.012789,
+    "sem": 0.000672,
     "min": 0.001225,
-    "max": 0.117625,
-    "recall-0.025": 0.738292,
-    "recall-0.05": 0.977961,
-    "recall-0.1": 0.991736,
+    "max": 0.117355,
+    "recall-0.025": 0.741047,
+    "recall-0.05": 0.980716,
+    "recall-0.1": 0.99449,
     "recall-0.15": 1.0,
     "recall-0.25": 1.0,
     "recall-0.5": 1.0,
@@ -5314,47 +5315,47 @@ Results of the model in various experiments on different datasets.
   },
   "wrist_left": {
     "count": 363,
-    "mean": 0.026442,
+    "mean": 0.026281,
     "median": 0.021244,
-    "std": 0.022425,
-    "sem": 0.001179,
-    "min": 0.002722,
+    "std": 0.022071,
+    "sem": 0.00116,
+    "min": 0.002196,
     "max": 0.236533,
     "recall-0.025": 0.61708,
-    "recall-0.05": 0.906336,
+    "recall-0.05": 0.909091,
     "recall-0.1": 0.991736,
-    "recall-0.15": 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": 0.02119,
-    "median": 0.017154,
-    "std": 0.019268,
-    "sem": 0.001013,
+    "mean": 0.020579,
+    "median": 0.017127,
+    "std": 0.013255,
+    "sem": 0.000697,
     "min": 0.00099,
-    "max": 0.294118,
-    "recall-0.025": 0.730028,
+    "max": 0.089086,
+    "recall-0.025": 0.727273,
     "recall-0.05": 0.964187,
-    "recall-0.1": 0.997245,
-    "recall-0.15": 0.997245,
-    "recall-0.25": 0.997245,
+    "recall-0.1": 1.0,
+    "recall-0.15": 1.0,
+    "recall-0.25": 1.0,
     "recall-0.5": 1.0,
     "num_labels": 363
   },
   "hip_left": {
     "count": 363,
-    "mean": 0.043545,
-    "median": 0.041298,
-    "std": 0.019574,
-    "sem": 0.001029,
+    "mean": 0.043705,
+    "median": 0.04208,
+    "std": 0.019317,
+    "sem": 0.001015,
     "min": 0.002097,
-    "max": 0.123427,
-    "recall-0.025": 0.15978,
-    "recall-0.05": 0.694215,
-    "recall-0.1": 0.986226,
+    "max": 0.116227,
+    "recall-0.025": 0.157025,
+    "recall-0.05": 0.688705,
+    "recall-0.1": 0.991736,
     "recall-0.15": 1.0,
     "recall-0.25": 1.0,
     "recall-0.5": 1.0,
@@ -5362,14 +5363,14 @@ Results of the model in various experiments on different datasets.
   },
   "hip_right": {
     "count": 363,
-    "mean": 0.040411,
-    "median": 0.036517,
-    "std": 0.020654,
-    "sem": 0.001086,
+    "mean": 0.040416,
+    "median": 0.036497,
+    "std": 0.020692,
+    "sem": 0.001088,
     "min": 0.002313,
     "max": 0.133689,
-    "recall-0.025": 0.206612,
-    "recall-0.05": 0.730028,
+    "recall-0.025": 0.209366,
+    "recall-0.05": 0.727273,
     "recall-0.1": 0.991736,
     "recall-0.15": 1.0,
     "recall-0.25": 1.0,
@@ -5378,14 +5379,14 @@ Results of the model in various experiments on different datasets.
   },
   "knee_left": {
     "count": 363,
-    "mean": 0.032471,
-    "median": 0.023837,
-    "std": 0.027178,
-    "sem": 0.001428,
+    "mean": 0.032396,
+    "median": 0.023673,
+    "std": 0.027194,
+    "sem": 0.001429,
     "min": 0.004028,
     "max": 0.161111,
-    "recall-0.025": 0.53168,
-    "recall-0.05": 0.842975,
+    "recall-0.025": 0.534435,
+    "recall-0.05": 0.84573,
     "recall-0.1": 0.958678,
     "recall-0.15": 0.99449,
     "recall-0.25": 1.0,
@@ -5394,14 +5395,14 @@ Results of the model in various experiments on different datasets.
   },
   "knee_right": {
     "count": 363,
-    "mean": 0.026508,
+    "mean": 0.026296,
     "median": 0.022923,
-    "std": 0.015493,
-    "sem": 0.000814,
+    "std": 0.015081,
+    "sem": 0.000793,
     "min": 0.003672,
     "max": 0.084957,
-    "recall-0.025": 0.53719,
-    "recall-0.05": 0.917355,
+    "recall-0.025": 0.539945,
+    "recall-0.05": 0.92562,
     "recall-0.1": 1.0,
     "recall-0.15": 1.0,
     "recall-0.25": 1.0,
@@ -5410,15 +5411,15 @@ Results of the model in various experiments on different datasets.
   },
   "ankle_left": {
     "count": 363,
-    "mean": 0.032367,
+    "mean": 0.032283,
     "median": 0.026819,
-    "std": 0.023367,
-    "sem": 0.001228,
+    "std": 0.023117,
+    "sem": 0.001215,
     "min": 0.001118,
     "max": 0.167208,
-    "recall-0.025": 0.4573,
+    "recall-0.025": 0.460055,
     "recall-0.05": 0.842975,
-    "recall-0.1": 0.975207,
+    "recall-0.1": 0.977961,
     "recall-0.15": 0.99449,
     "recall-0.25": 1.0,
     "recall-0.5": 1.0,
@@ -5426,10 +5427,10 @@ Results of the model in various experiments on different datasets.
   },
   "ankle_right": {
     "count": 363,
-    "mean": 0.029771,
+    "mean": 0.02975,
     "median": 0.024989,
-    "std": 0.02062,
-    "sem": 0.001084,
+    "std": 0.020636,
+    "sem": 0.001085,
     "min": 0.002353,
     "max": 0.160106,
     "recall-0.025": 0.501377,
@@ -5442,11 +5443,11 @@ Results of the model in various experiments on different datasets.
   },
   "joint_recalls": {
     "num_labels": 4719,
-    "recall-0.025": 0.49396,
-    "recall-0.05": 0.86734,
-    "recall-0.1": 0.98729,
-    "recall-0.15": 0.99682,
-    "recall-0.25": 0.99958,
+    "recall-0.025": 0.49481,
+    "recall-0.05": 0.86862,
+    "recall-0.1": 0.98813,
+    "recall-0.15": 0.99725,
+    "recall-0.25": 1.0,
     "recall-0.5": 1.0
   }
 }
@@ -5457,77 +5458,78 @@ Results of the model in various experiments on different datasets.
 }
 ```
 
-(fencing)
+##### fencing
+
 ```json
 {
-  "avg_time_2d": 0.2504721008814298,
-  "avg_time_3d": 0.002506994284116305,
-  "avg_fps": 3.9528957890596197
+  "avg_time_2d": 0.25339538164627856,
+  "avg_time_3d": 0.0025524283066774025,
+  "avg_fps": 3.9070465193033033
 }
 {
   "person_nums": {
     "total_frames": 166,
     "total_labels": 332,
-    "total_preds": 916,
+    "total_preds": 933,
     "considered_empty": 0,
     "valid_preds": 332,
-    "invalid_preds": 584,
+    "invalid_preds": 601,
     "missing": 0,
-    "invalid_fraction": 0.63755,
-    "precision": 0.36245,
+    "invalid_fraction": 0.64416,
+    "precision": 0.35584,
     "recall": 1.0,
-    "f1": 0.53205,
-    "non_empty": 916
+    "f1": 0.5249,
+    "non_empty": 933
   },
   "mpjpe": {
     "count": 332,
-    "mean": 0.028478,
-    "median": 0.026298,
-    "std": 0.008428,
-    "sem": 0.000463,
+    "mean": 0.029117,
+    "median": 0.026731,
+    "std": 0.008896,
+    "sem": 0.000489,
     "min": 0.015013,
     "max": 0.059711,
-    "recall-0.025": 0.448795,
-    "recall-0.05": 0.98494,
+    "recall-0.025": 0.439759,
+    "recall-0.05": 0.978916,
     "recall-0.1": 1.0,
     "recall-0.15": 1.0,
     "recall-0.25": 1.0,
     "recall-0.5": 1.0,
     "num_labels": 332,
-    "ap-0.025": 0.160643,
-    "ap-0.05": 0.610416,
-    "ap-0.1": 0.630571,
-    "ap-0.15": 0.630571,
-    "ap-0.25": 0.630571,
-    "ap-0.5": 0.630571
+    "ap-0.025": 0.151005,
+    "ap-0.05": 0.599718,
+    "ap-0.1": 0.627899,
+    "ap-0.15": 0.627899,
+    "ap-0.25": 0.627899,
+    "ap-0.5": 0.627899
   },
   "head": {
     "count": 332,
-    "mean": 0.042065,
-    "median": 0.0413,
-    "std": 0.021446,
-    "sem": 0.001179,
-    "min": 0.004839,
-    "max": 0.10697,
-    "recall-0.025": 0.25,
-    "recall-0.05": 0.656627,
-    "recall-0.1": 0.98494,
-    "recall-0.15": 1.0,
+    "mean": 0.042592,
+    "median": 0.041361,
+    "std": 0.02206,
+    "sem": 0.001212,
+    "min": 0.00438,
+    "max": 0.150775,
+    "recall-0.025": 0.243976,
+    "recall-0.05": 0.653614,
+    "recall-0.1": 0.981928,
+    "recall-0.15": 0.996988,
     "recall-0.25": 1.0,
     "recall-0.5": 1.0,
     "num_labels": 332
   },
   "shoulder_left": {
     "count": 332,
-    "mean": 0.031097,
-    "median": 0.027807,
-    "std": 0.017773,
-    "sem": 0.000977,
+    "mean": 0.031771,
+    "median": 0.028235,
+    "std": 0.019055,
+    "sem": 0.001047,
     "min": 0.002633,
     "max": 0.203534,
-    "recall-0.025": 0.334337,
-    "recall-0.05": 0.900602,
-    "recall-0.1": 0.996988,
+    "recall-0.025": 0.322289,
+    "recall-0.05": 0.894578,
+    "recall-0.1": 0.993976,
     "recall-0.15": 0.996988,
     "recall-0.25": 1.0,
     "recall-0.5": 1.0,
@@ -5535,31 +5537,31 @@ Results of the model in various experiments on different datasets.
   },
   "shoulder_right": {
     "count": 332,
-    "mean": 0.030804,
-    "median": 0.02417,
-    "std": 0.018261,
-    "sem": 0.001004,
+    "mean": 0.031696,
+    "median": 0.024318,
+    "std": 0.020074,
+    "sem": 0.001103,
     "min": 0.005678,
-    "max": 0.110074,
-    "recall-0.025": 0.533133,
-    "recall-0.05": 0.85241,
-    "recall-0.1": 0.996988,
-    "recall-0.15": 1.0,
+    "max": 0.167426,
+    "recall-0.025": 0.521084,
+    "recall-0.05": 0.840361,
+    "recall-0.1": 0.993976,
+    "recall-0.15": 0.996988,
     "recall-0.25": 1.0,
     "recall-0.5": 1.0,
     "num_labels": 332
   },
   "elbow_left": {
     "count": 332,
-    "mean": 0.020741,
-    "median": 0.017256,
-    "std": 0.01315,
-    "sem": 0.000723,
+    "mean": 0.021289,
+    "median": 0.017307,
+    "std": 0.014136,
+    "sem": 0.000777,
     "min": 0.001369,
     "max": 0.109639,
-    "recall-0.025": 0.75,
-    "recall-0.05": 0.957831,
-    "recall-0.1": 0.996988,
+    "recall-0.025": 0.73494,
+    "recall-0.05": 0.954819,
+    "recall-0.1": 0.993976,
     "recall-0.15": 1.0,
     "recall-0.25": 1.0,
     "recall-0.5": 1.0,
@@ -5567,14 +5569,14 @@ Results of the model in various experiments on different datasets.
   },
   "elbow_right": {
     "count": 332,
-    "mean": 0.026651,
-    "median": 0.023276,
-    "std": 0.015715,
-    "sem": 0.000864,
+    "mean": 0.027477,
+    "median": 0.023574,
+    "std": 0.016219,
+    "sem": 0.000891,
     "min": 0.002981,
     "max": 0.097596,
-    "recall-0.025": 0.557229,
-    "recall-0.05": 0.912651,
+    "recall-0.025": 0.536145,
+    "recall-0.05": 0.900602,
     "recall-0.1": 1.0,
     "recall-0.15": 1.0,
     "recall-0.25": 1.0,
@@ -5583,15 +5585,15 @@ Results of the model in various experiments on different datasets.
   },
   "wrist_left": {
     "count": 332,
-    "mean": 0.022015,
-    "median": 0.015535,
-    "std": 0.020712,
-    "sem": 0.001138,
+    "mean": 0.022915,
+    "median": 0.015669,
+    "std": 0.022261,
+    "sem": 0.001224,
     "min": 0.001414,
     "max": 0.157913,
-    "recall-0.025": 0.740964,
-    "recall-0.05": 0.915663,
-    "recall-0.1": 0.990964,
+    "recall-0.025": 0.725904,
+    "recall-0.05": 0.909639,
+    "recall-0.1": 0.987952,
     "recall-0.15": 0.996988,
     "recall-0.25": 1.0,
     "recall-0.5": 1.0,
@@ -5599,15 +5601,15 @@ Results of the model in various experiments on different datasets.
   },
   "wrist_right": {
     "count": 332,
-    "mean": 0.030421,
-    "median": 0.022879,
-    "std": 0.024513,
-    "sem": 0.001347,
+    "mean": 0.031429,
+    "median": 0.023116,
+    "std": 0.025733,
+    "sem": 0.001414,
     "min": 0.00199,
     "max": 0.174606,
-    "recall-0.025": 0.569277,
-    "recall-0.05": 0.85241,
-    "recall-0.1": 0.966867,
+    "recall-0.025": 0.557229,
+    "recall-0.05": 0.837349,
+    "recall-0.1": 0.960843,
     "recall-0.15": 0.996988,
     "recall-0.25": 1.0,
     "recall-0.5": 1.0,
@@ -5615,14 +5617,14 @@ Results of the model in various experiments on different datasets.
   },
   "hip_left": {
     "count": 332,
-    "mean": 0.036199,
-    "median": 0.031512,
-    "std": 0.018662,
-    "sem": 0.001026,
+    "mean": 0.036618,
+    "median": 0.032024,
+    "std": 0.01876,
+    "sem": 0.001031,
     "min": 0.002841,
     "max": 0.148267,
     "recall-0.025": 0.237952,
-    "recall-0.05": 0.837349,
+    "recall-0.05": 0.822289,
     "recall-0.1": 0.98494,
     "recall-0.15": 1.0,
     "recall-0.25": 1.0,
@@ -5631,14 +5633,14 @@ Results of the model in various experiments on different datasets.
   },
   "hip_right": {
     "count": 332,
-    "mean": 0.030113,
-    "median": 0.025374,
-    "std": 0.017744,
-    "sem": 0.000975,
+    "mean": 0.030781,
+    "median": 0.02582,
+    "std": 0.018554,
+    "sem": 0.00102,
     "min": 0.005222,
     "max": 0.113545,
-    "recall-0.025": 0.48494,
-    "recall-0.05": 0.879518,
+    "recall-0.025": 0.472892,
+    "recall-0.05": 0.864458,
     "recall-0.1": 0.990964,
     "recall-0.15": 1.0,
     "recall-0.25": 1.0,
@@ -5647,13 +5649,13 @@ Results of the model in various experiments on different datasets.
   },
   "knee_left": {
     "count": 332,
-    "mean": 0.022485,
-    "median": 0.018023,
-    "std": 0.014857,
-    "sem": 0.000817,
-    "min": 0.00289,
+    "mean": 0.022723,
+    "median": 0.018166,
+    "std": 0.015012,
+    "sem": 0.000825,
+    "min": 0.001216,
     "max": 0.089506,
-    "recall-0.025": 0.692771,
+    "recall-0.025": 0.689759,
     "recall-0.05": 0.939759,
     "recall-0.1": 1.0,
     "recall-0.15": 1.0,
@@ -5663,14 +5665,14 @@ Results of the model in various experiments on different datasets.
   },
   "knee_right": {
     "count": 332,
-    "mean": 0.021245,
-    "median": 0.015405,
-    "std": 0.017191,
-    "sem": 0.000945,
+    "mean": 0.02196,
+    "median": 0.015683,
+    "std": 0.017897,
+    "sem": 0.000984,
     "min": 0.00062,
     "max": 0.119871,
-    "recall-0.025": 0.722892,
-    "recall-0.05": 0.930723,
+    "recall-0.025": 0.707831,
+    "recall-0.05": 0.921687,
     "recall-0.1": 0.996988,
     "recall-0.15": 1.0,
     "recall-0.25": 1.0,
@@ -5679,14 +5681,14 @@ Results of the model in various experiments on different datasets.
   },
   "ankle_left": {
     "count": 332,
-    "mean": 0.022236,
-    "median": 0.018113,
-    "std": 0.012477,
-    "sem": 0.000686,
+    "mean": 0.022719,
+    "median": 0.018827,
+    "std": 0.01301,
+    "sem": 0.000715,
     "min": 0.005069,
-    "max": 0.108623,
-    "recall-0.025": 0.650602,
-    "recall-0.05": 0.966867,
+    "max": 0.114949,
+    "recall-0.025": 0.635542,
+    "recall-0.05": 0.954819,
     "recall-0.1": 0.996988,
     "recall-0.15": 1.0,
     "recall-0.25": 1.0,
@@ -5695,14 +5697,14 @@ Results of the model in various experiments on different datasets.
   },
   "ankle_right": {
     "count": 332,
-    "mean": 0.034141,
-    "median": 0.031952,
-    "std": 0.013776,
-    "sem": 0.000757,
+    "mean": 0.034553,
+    "median": 0.032045,
+    "std": 0.014074,
+    "sem": 0.000774,
     "min": 0.010997,
     "max": 0.099848,
-    "recall-0.025": 0.225904,
-    "recall-0.05": 0.912651,
+    "recall-0.025": 0.216867,
+    "recall-0.05": 0.909639,
     "recall-0.1": 1.0,
     "recall-0.15": 1.0,
     "recall-0.25": 1.0,
@@ -5711,10 +5713,10 @@ Results of the model in various experiments on different datasets.
   },
   "joint_recalls": {
     "num_labels": 4316,
-    "recall-0.025": 0.5183,
-    "recall-0.05": 0.88438,
-    "recall-0.1": 0.99235,
-    "recall-0.15": 0.9993,
+    "recall-0.025": 0.50649,
+    "recall-0.05": 0.87512,
+    "recall-0.1": 0.99073,
+    "recall-0.15": 0.99884,
     "recall-0.25": 1.0,
     "recall-0.5": 1.0
   }
@@ -5726,61 +5728,62 @@ Results of the model in various experiments on different datasets.
 }
 ```
 
-(basketball)
+##### basketball
+
 ```json
 {
-  "avg_time_2d": 0.16808008670806884,
-  "avg_time_3d": 0.0014095330238342286,
-  "avg_fps": 5.90006633787833
+  "avg_time_2d": 0.1747382974624634,
+  "avg_time_3d": 0.0013442301750183105,
+  "avg_fps": 5.679155186020488
 }
 {
   "person_nums": {
     "total_frames": 110,
     "total_labels": 330,
-    "total_preds": 524,
+    "total_preds": 486,
     "considered_empty": 0,
     "valid_preds": 329,
-    "invalid_preds": 195,
+    "invalid_preds": 157,
     "missing": 1,
-    "invalid_fraction": 0.37214,
-    "precision": 0.62786,
+    "invalid_fraction": 0.32305,
+    "precision": 0.67695,
     "recall": 0.99697,
-    "f1": 0.77049,
-    "non_empty": 524
+    "f1": 0.80637,
+    "non_empty": 486
   },
   "mpjpe": {
     "count": 329,
-    "mean": 0.04444,
-    "median": 0.039903,
-    "std": 0.02274,
-    "sem": 0.001256,
+    "mean": 0.044451,
+    "median": 0.040197,
+    "std": 0.017148,
+    "sem": 0.000947,
     "min": 0.019727,
-    "max": 0.327225,
-    "recall-0.025": 0.048485,
-    "recall-0.05": 0.733333,
-    "recall-0.1": 0.984848,
-    "recall-0.15": 0.993939,
-    "recall-0.25": 0.993939,
+    "max": 0.12981,
+    "recall-0.025": 0.039394,
+    "recall-0.05": 0.721212,
+    "recall-0.1": 0.987879,
+    "recall-0.15": 0.99697,
+    "recall-0.25": 0.99697,
     "recall-0.5": 0.99697,
     "num_labels": 330,
-    "ap-0.025": 0.003636,
-    "ap-0.05": 0.436372,
-    "ap-0.1": 0.670817,
-    "ap-0.15": 0.677332,
-    "ap-0.25": 0.677332,
-    "ap-0.5": 0.682795
+    "ap-0.025": 0.003411,
+    "ap-0.05": 0.439477,
+    "ap-0.1": 0.694005,
+    "ap-0.15": 0.702368,
+    "ap-0.25": 0.702368,
+    "ap-0.5": 0.702368
   },
   "head": {
     "count": 329,
-    "mean": 0.054186,
-    "median": 0.046598,
-    "std": 0.035003,
-    "sem": 0.001933,
+    "mean": 0.054832,
+    "median": 0.046684,
+    "std": 0.035394,
+    "sem": 0.001954,
     "min": 0.002919,
     "max": 0.341898,
-    "recall-0.025": 0.127273,
-    "recall-0.05": 0.563636,
-    "recall-0.1": 0.921212,
+    "recall-0.025": 0.136364,
+    "recall-0.05": 0.554545,
+    "recall-0.1": 0.912121,
     "recall-0.15": 0.978788,
     "recall-0.25": 0.993939,
     "recall-0.5": 0.99697,
@@ -5788,15 +5791,15 @@ Results of the model in various experiments on different datasets.
   },
   "shoulder_left": {
     "count": 329,
-    "mean": 0.048716,
-    "median": 0.044052,
-    "std": 0.026277,
-    "sem": 0.001451,
+    "mean": 0.050179,
+    "median": 0.044653,
+    "std": 0.027402,
+    "sem": 0.001513,
     "min": 0.004289,
     "max": 0.178472,
-    "recall-0.025": 0.163636,
-    "recall-0.05": 0.59697,
-    "recall-0.1": 0.960606,
+    "recall-0.025": 0.166667,
+    "recall-0.05": 0.578788,
+    "recall-0.1": 0.948485,
     "recall-0.15": 0.987879,
     "recall-0.25": 0.99697,
     "recall-0.5": 0.99697,
@@ -5804,14 +5807,14 @@ Results of the model in various experiments on different datasets.
   },
   "shoulder_right": {
     "count": 329,
-    "mean": 0.04364,
-    "median": 0.037464,
-    "std": 0.027863,
-    "sem": 0.001538,
-    "min": 0.005797,
+    "mean": 0.04465,
+    "median": 0.038652,
+    "std": 0.027834,
+    "sem": 0.001537,
+    "min": 0.003745,
     "max": 0.239751,
-    "recall-0.025": 0.209091,
-    "recall-0.05": 0.715152,
+    "recall-0.025": 0.190909,
+    "recall-0.05": 0.69697,
     "recall-0.1": 0.948485,
     "recall-0.15": 0.987879,
     "recall-0.25": 0.99697,
@@ -5820,79 +5823,79 @@ Results of the model in various experiments on different datasets.
   },
   "elbow_left": {
     "count": 329,
-    "mean": 0.050264,
-    "median": 0.043468,
-    "std": 0.036226,
-    "sem": 0.002,
+    "mean": 0.051497,
+    "median": 0.043161,
+    "std": 0.034773,
+    "sem": 0.00192,
     "min": 0.008914,
-    "max": 0.443652,
+    "max": 0.281878,
     "recall-0.025": 0.19697,
-    "recall-0.05": 0.618182,
-    "recall-0.1": 0.918182,
-    "recall-0.15": 0.987879,
+    "recall-0.05": 0.609091,
+    "recall-0.1": 0.906061,
+    "recall-0.15": 0.978788,
     "recall-0.25": 0.993939,
     "recall-0.5": 0.99697,
     "num_labels": 330
   },
   "elbow_right": {
     "count": 329,
-    "mean": 0.045251,
-    "median": 0.0375,
-    "std": 0.028109,
-    "sem": 0.001552,
+    "mean": 0.04613,
+    "median": 0.038032,
+    "std": 0.030559,
+    "sem": 0.001687,
     "min": 0.002071,
-    "max": 0.172122,
-    "recall-0.025": 0.218182,
-    "recall-0.05": 0.663636,
-    "recall-0.1": 0.945455,
-    "recall-0.15": 0.987879,
+    "max": 0.21984,
+    "recall-0.025": 0.224242,
+    "recall-0.05": 0.654545,
+    "recall-0.1": 0.936364,
+    "recall-0.15": 0.978788,
     "recall-0.25": 0.99697,
     "recall-0.5": 0.99697,
     "num_labels": 330
   },
   "wrist_left": {
-    "count": 328,
-    "mean": 0.054077,
-    "median": 0.046127,
-    "std": 0.038952,
-    "sem": 0.002154,
+    "count": 329,
+    "mean": 0.055403,
+    "median": 0.04626,
+    "std": 0.040748,
+    "sem": 0.00225,
     "min": 0.005915,
     "max": 0.316293,
-    "recall-0.025": 0.209091,
+    "recall-0.025": 0.193939,
     "recall-0.05": 0.563636,
-    "recall-0.1": 0.9,
+    "recall-0.1": 0.89697,
     "recall-0.15": 0.966667,
-    "recall-0.25": 0.987879,
-    "recall-0.5": 0.993939,
+    "recall-0.25": 0.990909,
+    "recall-0.5": 0.99697,
     "num_labels": 330
   },
   "wrist_right": {
     "count": 329,
-    "mean": 0.055064,
-    "median": 0.044181,
-    "std": 0.040426,
-    "sem": 0.002232,
-    "min": 0.004633,
-    "max": 0.378136,
-    "recall-0.025": 0.139394,
-    "recall-0.05": 0.548485,
-    "recall-0.1": 0.906061,
-    "recall-0.15": 0.969697,
-    "recall-0.25": 0.990909,
+    "mean": 0.053864,
+    "median": 0.046321,
+    "std": 0.034136,
+    "sem": 0.001885,
+    "min": 0.006742,
+    "max": 0.243772,
+    "recall-0.025": 0.154545,
+    "recall-0.05": 0.536364,
+    "recall-0.1": 0.915152,
+    "recall-0.15": 0.972727,
+    "recall-0.25": 0.99697,
     "recall-0.5": 0.99697,
     "num_labels": 330
   },
   "hip_left": {
     "count": 329,
-    "mean": 0.042217,
-    "median": 0.036711,
-    "std": 0.024719,
-    "sem": 0.001365,
+    "mean": 0.043143,
+    "median": 0.036763,
+    "std": 0.025638,
+    "sem": 0.001416,
     "min": 0.001918,
     "max": 0.182991,
     "recall-0.025": 0.251515,
     "recall-0.05": 0.69697,
-    "recall-0.1": 0.969697,
+    "recall-0.1": 0.960606,
     "recall-0.15": 0.990909,
     "recall-0.25": 0.99697,
     "recall-0.5": 0.99697,
@@ -5900,15 +5903,15 @@ Results of the model in various experiments on different datasets.
   },
   "hip_right": {
     "count": 329,
-    "mean": 0.043824,
-    "median": 0.038537,
-    "std": 0.025786,
-    "sem": 0.001424,
-    "min": 0.005708,
+    "mean": 0.043844,
+    "median": 0.038729,
+    "std": 0.025196,
+    "sem": 0.001391,
+    "min": 0.006945,
     "max": 0.199011,
-    "recall-0.025": 0.233333,
-    "recall-0.05": 0.690909,
-    "recall-0.1": 0.957576,
+    "recall-0.025": 0.221212,
+    "recall-0.05": 0.672727,
+    "recall-0.1": 0.960606,
     "recall-0.15": 0.990909,
     "recall-0.25": 0.99697,
     "recall-0.5": 0.99697,
@@ -5916,91 +5919,92 @@ Results of the model in various experiments on different datasets.
   },
   "knee_left": {
     "count": 329,
-    "mean": 0.033741,
-    "median": 0.029039,
-    "std": 0.023577,
-    "sem": 0.001302,
+    "mean": 0.033941,
+    "median": 0.029297,
+    "std": 0.021577,
+    "sem": 0.001191,
     "min": 0.000983,
-    "max": 0.254384,
+    "max": 0.130585,
     "recall-0.025": 0.406061,
-    "recall-0.05": 0.815152,
-    "recall-0.1": 0.981818,
-    "recall-0.15": 0.993939,
-    "recall-0.25": 0.993939,
+    "recall-0.05": 0.79697,
+    "recall-0.1": 0.978788,
+    "recall-0.15": 0.99697,
+    "recall-0.25": 0.99697,
     "recall-0.5": 0.99697,
     "num_labels": 330
   },
   "knee_right": {
     "count": 329,
-    "mean": 0.035159,
-    "median": 0.028309,
-    "std": 0.033604,
-    "sem": 0.001855,
-    "min": 0.002281,
-    "max": 0.477361,
-    "recall-0.025": 0.436364,
-    "recall-0.05": 0.815152,
-    "recall-0.1": 0.972727,
-    "recall-0.15": 0.990909,
-    "recall-0.25": 0.993939,
+    "mean": 0.034327,
+    "median": 0.028674,
+    "std": 0.022783,
+    "sem": 0.001258,
+    "min": 0.002702,
+    "max": 0.159071,
+    "recall-0.025": 0.424242,
+    "recall-0.05": 0.80303,
+    "recall-0.1": 0.975758,
+    "recall-0.15": 0.993939,
+    "recall-0.25": 0.99697,
     "recall-0.5": 0.99697,
     "num_labels": 330
   },
   "ankle_left": {
-    "count": 328,
-    "mean": 0.031468,
-    "median": 0.026176,
-    "std": 0.020199,
-    "sem": 0.001117,
+    "count": 329,
+    "mean": 0.031913,
+    "median": 0.026425,
+    "std": 0.020707,
+    "sem": 0.001143,
     "min": 0.002204,
     "max": 0.158101,
-    "recall-0.025": 0.448485,
-    "recall-0.05": 0.863636,
+    "recall-0.025": 0.451515,
+    "recall-0.05": 0.866667,
     "recall-0.1": 0.975758,
-    "recall-0.15": 0.990909,
-    "recall-0.25": 0.993939,
-    "recall-0.5": 0.993939,
+    "recall-0.15": 0.993939,
+    "recall-0.25": 0.99697,
+    "recall-0.5": 0.99697,
     "num_labels": 330
   },
   "ankle_right": {
-    "count": 328,
-    "mean": 0.033299,
-    "median": 0.028298,
-    "std": 0.01954,
-    "sem": 0.001081,
+    "count": 329,
+    "mean": 0.034136,
+    "median": 0.028377,
+    "std": 0.021345,
+    "sem": 0.001179,
     "min": 0.006668,
-    "max": 0.133288,
-    "recall-0.025": 0.384848,
-    "recall-0.05": 0.839394,
-    "recall-0.1": 0.981818,
-    "recall-0.15": 0.993939,
-    "recall-0.25": 0.993939,
-    "recall-0.5": 0.993939,
+    "max": 0.139375,
+    "recall-0.025": 0.393939,
+    "recall-0.05": 0.833333,
+    "recall-0.1": 0.978788,
+    "recall-0.15": 0.99697,
+    "recall-0.25": 0.99697,
+    "recall-0.5": 0.99697,
     "num_labels": 330
   },
   "joint_recalls": {
     "num_labels": 4290,
-    "recall-0.025": 0.26247,
-    "recall-0.05": 0.69044,
-    "recall-0.1": 0.94802,
+    "recall-0.025": 0.26037,
+    "recall-0.05": 0.68042,
+    "recall-0.1": 0.94499,
     "recall-0.15": 0.98462,
-    "recall-0.25": 0.99277,
-    "recall-0.5": 0.99557
+    "recall-0.25": 0.99534,
+    "recall-0.5": 0.99697
   }
 }
 {
   "total_parts": 4620,
-  "correct_parts": 4570,
-  "pcp": 0.989177
+  "correct_parts": 4569,
+  "pcp": 0.988961
 }
 ```
 
-(volleyball)
+##### volleyball
+
 ```json
 {
-  "avg_time_2d": 0.3424515831577885,
-  "avg_time_3d": 0.003363656568097639,
-  "avg_fps": 2.8917175564404274
+  "avg_time_2d": 0.3377667010367454,
+  "avg_time_3d": 0.00361126607602781,
+  "avg_fps": 2.9293044552862226
 }
 {
   "person_nums": {
@@ -6264,61 +6268,62 @@ Results of the model in various experiments on different datasets.
 }
 ```
 
-(badminton)
+##### badminton
+
 ```json
 {
-  "avg_time_2d": 0.3149814826215623,
-  "avg_time_3d": 0.0030397500605941507,
-  "avg_fps": 3.144444135273953
+  "avg_time_2d": 0.3067052543507835,
+  "avg_time_3d": 0.0030759235337979533,
+  "avg_fps": 3.228085085184165
 }
 {
   "person_nums": {
     "total_frames": 183,
     "total_labels": 732,
-    "total_preds": 756,
+    "total_preds": 748,
     "considered_empty": 0,
     "valid_preds": 732,
-    "invalid_preds": 24,
+    "invalid_preds": 16,
     "missing": 0,
-    "invalid_fraction": 0.03175,
-    "precision": 0.96825,
+    "invalid_fraction": 0.02139,
+    "precision": 0.97861,
     "recall": 1.0,
-    "f1": 0.98387,
-    "non_empty": 756
+    "f1": 0.98919,
+    "non_empty": 748
   },
   "mpjpe": {
     "count": 732,
-    "mean": 0.030055,
-    "median": 0.028697,
-    "std": 0.015318,
-    "sem": 0.000567,
+    "mean": 0.030707,
+    "median": 0.029813,
+    "std": 0.008873,
+    "sem": 0.000328,
     "min": 0.011711,
-    "max": 0.376515,
-    "recall-0.025": 0.329235,
-    "recall-0.05": 0.983607,
-    "recall-0.1": 0.997268,
-    "recall-0.15": 0.998634,
-    "recall-0.25": 0.998634,
+    "max": 0.101557,
+    "recall-0.025": 0.260929,
+    "recall-0.05": 0.97541,
+    "recall-0.1": 0.998634,
+    "recall-0.15": 1.0,
+    "recall-0.25": 1.0,
     "recall-0.5": 1.0,
     "num_labels": 732,
-    "ap-0.025": 0.219233,
-    "ap-0.05": 0.958548,
-    "ap-0.1": 0.981614,
-    "ap-0.15": 0.983036,
-    "ap-0.25": 0.983036,
-    "ap-0.5": 0.985292
+    "ap-0.025": 0.147255,
+    "ap-0.05": 0.946493,
+    "ap-0.1": 0.986328,
+    "ap-0.15": 0.987768,
+    "ap-0.25": 0.987768,
+    "ap-0.5": 0.987768
   },
   "head": {
     "count": 732,
-    "mean": 0.034815,
-    "median": 0.029981,
-    "std": 0.022179,
-    "sem": 0.00082,
-    "min": 0.002376,
+    "mean": 0.035166,
+    "median": 0.030114,
+    "std": 0.022308,
+    "sem": 0.000825,
+    "min": 0.001684,
     "max": 0.18719,
-    "recall-0.025": 0.400273,
-    "recall-0.05": 0.808743,
-    "recall-0.1": 0.984973,
+    "recall-0.025": 0.397541,
+    "recall-0.05": 0.796448,
+    "recall-0.1": 0.983607,
     "recall-0.15": 0.997268,
     "recall-0.25": 1.0,
     "recall-0.5": 1.0,
@@ -6326,127 +6331,127 @@ Results of the model in various experiments on different datasets.
   },
   "shoulder_left": {
     "count": 732,
-    "mean": 0.034684,
-    "median": 0.033031,
-    "std": 0.020948,
-    "sem": 0.000775,
-    "min": 0.005616,
-    "max": 0.397164,
-    "recall-0.025": 0.307377,
-    "recall-0.05": 0.84153,
-    "recall-0.1": 0.993169,
-    "recall-0.15": 0.998634,
-    "recall-0.25": 0.998634,
+    "mean": 0.037607,
+    "median": 0.034901,
+    "std": 0.019463,
+    "sem": 0.00072,
+    "min": 0.002115,
+    "max": 0.160137,
+    "recall-0.025": 0.25,
+    "recall-0.05": 0.793716,
+    "recall-0.1": 0.990437,
+    "recall-0.15": 0.997268,
+    "recall-0.25": 1.0,
     "recall-0.5": 1.0,
     "num_labels": 732
   },
   "shoulder_right": {
-    "count": 731,
-    "mean": 0.02936,
-    "median": 0.027739,
-    "std": 0.014471,
-    "sem": 0.000536,
+    "count": 732,
+    "mean": 0.031944,
+    "median": 0.029911,
+    "std": 0.017009,
+    "sem": 0.000629,
     "min": 0.002836,
     "max": 0.171472,
-    "recall-0.025": 0.404372,
-    "recall-0.05": 0.928962,
-    "recall-0.1": 0.994536,
-    "recall-0.15": 0.997268,
-    "recall-0.25": 0.998634,
-    "recall-0.5": 0.998634,
+    "recall-0.025": 0.334699,
+    "recall-0.05": 0.897541,
+    "recall-0.1": 0.991803,
+    "recall-0.15": 0.998634,
+    "recall-0.25": 1.0,
+    "recall-0.5": 1.0,
     "num_labels": 732
   },
   "elbow_left": {
-    "count": 731,
-    "mean": 0.029176,
-    "median": 0.02551,
-    "std": 0.016581,
-    "sem": 0.000614,
-    "min": 0.003272,
-    "max": 0.117771,
-    "recall-0.025": 0.483607,
-    "recall-0.05": 0.897541,
-    "recall-0.1": 0.994536,
+    "count": 732,
+    "mean": 0.030624,
+    "median": 0.026247,
+    "std": 0.018999,
+    "sem": 0.000703,
+    "min": 0.005168,
+    "max": 0.191276,
+    "recall-0.025": 0.467213,
+    "recall-0.05": 0.870219,
+    "recall-0.1": 0.990437,
     "recall-0.15": 0.998634,
-    "recall-0.25": 0.998634,
-    "recall-0.5": 0.998634,
+    "recall-0.25": 1.0,
+    "recall-0.5": 1.0,
     "num_labels": 732
   },
   "elbow_right": {
-    "count": 731,
-    "mean": 0.027779,
-    "median": 0.02414,
-    "std": 0.016192,
-    "sem": 0.000599,
+    "count": 732,
+    "mean": 0.029147,
+    "median": 0.025311,
+    "std": 0.017548,
+    "sem": 0.000649,
     "min": 0.003097,
-    "max": 0.10577,
-    "recall-0.025": 0.520492,
-    "recall-0.05": 0.905738,
-    "recall-0.1": 0.997268,
-    "recall-0.15": 0.998634,
-    "recall-0.25": 0.998634,
-    "recall-0.5": 0.998634,
+    "max": 0.143182,
+    "recall-0.025": 0.490437,
+    "recall-0.05": 0.894809,
+    "recall-0.1": 0.994536,
+    "recall-0.15": 1.0,
+    "recall-0.25": 1.0,
+    "recall-0.5": 1.0,
     "num_labels": 732
   },
   "wrist_left": {
-    "count": 731,
-    "mean": 0.03557,
-    "median": 0.031235,
-    "std": 0.024405,
-    "sem": 0.000903,
-    "min": 0.003844,
+    "count": 732,
+    "mean": 0.036643,
+    "median": 0.031907,
+    "std": 0.025636,
+    "sem": 0.000948,
+    "min": 0.003298,
     "max": 0.212671,
-    "recall-0.025": 0.378415,
-    "recall-0.05": 0.807377,
-    "recall-0.1": 0.974044,
+    "recall-0.025": 0.374317,
+    "recall-0.05": 0.804645,
+    "recall-0.1": 0.969945,
+    "recall-0.15": 0.997268,
+    "recall-0.25": 1.0,
+    "recall-0.5": 1.0,
+    "num_labels": 732
+  },
+  "wrist_right": {
+    "count": 731,
+    "mean": 0.03507,
+    "median": 0.03103,
+    "std": 0.021356,
+    "sem": 0.00079,
+    "min": 0.002535,
+    "max": 0.172501,
+    "recall-0.025": 0.371585,
+    "recall-0.05": 0.815574,
+    "recall-0.1": 0.98224,
     "recall-0.15": 0.995902,
     "recall-0.25": 0.998634,
     "recall-0.5": 0.998634,
     "num_labels": 732
   },
-  "wrist_right": {
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-    "mean": 0.033765,
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-    "sem": 0.000727,
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-    "recall-0.05": 0.834699,
-    "recall-0.1": 0.987705,
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-    "recall-0.25": 0.997268,
-    "recall-0.5": 0.997268,
-    "num_labels": 732
-  },
   "hip_left": {
     "count": 732,
-    "mean": 0.031844,
-    "median": 0.030366,
-    "std": 0.014176,
-    "sem": 0.000524,
+    "mean": 0.031921,
+    "median": 0.030644,
+    "std": 0.013508,
+    "sem": 0.0005,
     "min": 0.004239,
-    "max": 0.184319,
-    "recall-0.025": 0.331967,
+    "max": 0.124623,
+    "recall-0.025": 0.318306,
     "recall-0.05": 0.905738,
     "recall-0.1": 0.998634,
-    "recall-0.15": 0.998634,
+    "recall-0.15": 1.0,
     "recall-0.25": 1.0,
     "recall-0.5": 1.0,
     "num_labels": 732
   },
   "hip_right": {
     "count": 732,
-    "mean": 0.032035,
-    "median": 0.030227,
-    "std": 0.015034,
-    "sem": 0.000556,
+    "mean": 0.033184,
+    "median": 0.031406,
+    "std": 0.015691,
+    "sem": 0.00058,
     "min": 0.001206,
-    "max": 0.096288,
-    "recall-0.025": 0.356557,
-    "recall-0.05": 0.877049,
-    "recall-0.1": 1.0,
+    "max": 0.109097,
+    "recall-0.025": 0.342896,
+    "recall-0.05": 0.860656,
+    "recall-0.1": 0.998634,
     "recall-0.15": 1.0,
     "recall-0.25": 1.0,
     "recall-0.5": 1.0,
@@ -6454,91 +6459,92 @@ Results of the model in various experiments on different datasets.
   },
   "knee_left": {
     "count": 732,
-    "mean": 0.022077,
-    "median": 0.019651,
-    "std": 0.014355,
-    "sem": 0.000531,
+    "mean": 0.021726,
+    "median": 0.019729,
+    "std": 0.010827,
+    "sem": 0.0004,
     "min": 0.001802,
-    "max": 0.274644,
-    "recall-0.025": 0.681694,
+    "max": 0.0951,
+    "recall-0.025": 0.684426,
     "recall-0.05": 0.978142,
-    "recall-0.1": 0.998634,
-    "recall-0.15": 0.998634,
-    "recall-0.25": 0.998634,
+    "recall-0.1": 1.0,
+    "recall-0.15": 1.0,
+    "recall-0.25": 1.0,
     "recall-0.5": 1.0,
     "num_labels": 732
   },
   "knee_right": {
     "count": 732,
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-    "sem": 0.000645,
+    "mean": 0.024425,
+    "median": 0.022353,
+    "std": 0.01332,
+    "sem": 0.000493,
     "min": 0.001384,
-    "max": 0.358141,
-    "recall-0.025": 0.613388,
-    "recall-0.05": 0.967213,
+    "max": 0.129076,
+    "recall-0.025": 0.605191,
+    "recall-0.05": 0.965847,
     "recall-0.1": 0.995902,
-    "recall-0.15": 0.998634,
-    "recall-0.25": 0.998634,
+    "recall-0.15": 1.0,
+    "recall-0.25": 1.0,
     "recall-0.5": 1.0,
     "num_labels": 732
   },
   "ankle_left": {
     "count": 732,
-    "mean": 0.024722,
-    "median": 0.022986,
-    "std": 0.014433,
-    "sem": 0.000534,
+    "mean": 0.025034,
+    "median": 0.023367,
+    "std": 0.013002,
+    "sem": 0.000481,
     "min": 0.002316,
-    "max": 0.215329,
-    "recall-0.025": 0.575137,
-    "recall-0.05": 0.95082,
-    "recall-0.1": 0.998634,
-    "recall-0.15": 0.998634,
+    "max": 0.085397,
+    "recall-0.025": 0.557377,
+    "recall-0.05": 0.945355,
+    "recall-0.1": 1.0,
+    "recall-0.15": 1.0,
     "recall-0.25": 1.0,
     "recall-0.5": 1.0,
     "num_labels": 732
   },
   "ankle_right": {
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-    "sem": 0.00061,
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-    "recall-0.025": 0.54918,
-    "recall-0.05": 0.954918,
-    "recall-0.1": 0.998634,
-    "recall-0.15": 0.998634,
-    "recall-0.25": 0.998634,
+    "mean": 0.02583,
+    "median": 0.023807,
+    "std": 0.013323,
+    "sem": 0.000493,
+    "min": 0.002801,
+    "max": 0.098229,
+    "recall-0.025": 0.527322,
+    "recall-0.05": 0.948087,
+    "recall-0.1": 1.0,
+    "recall-0.15": 1.0,
+    "recall-0.25": 1.0,
     "recall-0.5": 1.0,
     "num_labels": 732
   },
   "joint_recalls": {
     "num_labels": 9516,
-    "recall-0.025": 0.45933,
-    "recall-0.05": 0.89596,
-    "recall-0.1": 0.99348,
-    "recall-0.15": 0.998,
-    "recall-0.25": 0.99895,
-    "recall-0.5": 0.99937
+    "recall-0.025": 0.43916,
+    "recall-0.05": 0.88241,
+    "recall-0.1": 0.99149,
+    "recall-0.15": 0.99884,
+    "recall-0.25": 0.99989,
+    "recall-0.5": 0.99989
   }
 }
 {
   "total_parts": 10248,
-  "correct_parts": 10233,
-  "pcp": 0.998536
+  "correct_parts": 10243,
+  "pcp": 0.999512
 }
 ```
 
-(tennis)
+##### tennis
+
 ```json
 {
-  "avg_time_2d": 0.35962609101457205,
-  "avg_time_3d": 0.0018767069654855115,
-  "avg_fps": 2.7662303185137875
+  "avg_time_2d": 0.35980022441574006,
+  "avg_time_3d": 0.0019301392181574949,
+  "avg_fps": 2.7644900747455265
 }
 {
   "person_nums": {
@@ -6557,37 +6563,37 @@ Results of the model in various experiments on different datasets.
   },
   "mpjpe": {
     "count": 362,
-    "mean": 0.026649,
-    "median": 0.024904,
-    "std": 0.010016,
-    "sem": 0.000527,
-    "min": 0.014845,
-    "max": 0.137616,
-    "recall-0.025": 0.513812,
+    "mean": 0.027907,
+    "median": 0.026323,
+    "std": 0.010045,
+    "sem": 0.000529,
+    "min": 0.016071,
+    "max": 0.138113,
+    "recall-0.025": 0.422652,
     "recall-0.05": 0.980663,
     "recall-0.1": 0.997238,
     "recall-0.15": 1.0,
     "recall-0.25": 1.0,
     "recall-0.5": 1.0,
     "num_labels": 362,
-    "ap-0.025": 0.316788,
-    "ap-0.05": 0.979609,
-    "ap-0.1": 0.997062,
+    "ap-0.025": 0.219905,
+    "ap-0.05": 0.979295,
+    "ap-0.1": 0.997039,
     "ap-0.15": 1.0,
     "ap-0.25": 1.0,
     "ap-0.5": 1.0
   },
   "head": {
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-    "mean": 0.037235,
-    "median": 0.036366,
-    "std": 0.015926,
-    "sem": 0.000838,
-    "min": 0.005757,
+    "mean": 0.037859,
+    "median": 0.036892,
+    "std": 0.01648,
+    "sem": 0.000867,
+    "min": 0.006234,
     "max": 0.135283,
-    "recall-0.025": 0.190608,
-    "recall-0.05": 0.850829,
-    "recall-0.1": 0.991713,
+    "recall-0.025": 0.226519,
+    "recall-0.05": 0.823204,
+    "recall-0.1": 0.98895,
     "recall-0.15": 1.0,
     "recall-0.25": 1.0,
     "recall-0.5": 1.0,
@@ -6595,14 +6601,14 @@ Results of the model in various experiments on different datasets.
   },
   "shoulder_left": {
     "count": 362,
-    "mean": 0.023675,
-    "median": 0.021067,
-    "std": 0.015385,
-    "sem": 0.00081,
-    "min": 0.002349,
+    "mean": 0.026726,
+    "median": 0.02256,
+    "std": 0.018716,
+    "sem": 0.000985,
+    "min": 0.002997,
     "max": 0.188082,
-    "recall-0.025": 0.638122,
-    "recall-0.05": 0.972376,
+    "recall-0.025": 0.577348,
+    "recall-0.05": 0.922652,
     "recall-0.1": 0.994475,
     "recall-0.15": 0.997238,
     "recall-0.25": 1.0,
@@ -6611,15 +6617,15 @@ Results of the model in various experiments on different datasets.
   },
   "shoulder_right": {
     "count": 362,
-    "mean": 0.030126,
-    "median": 0.028428,
-    "std": 0.013816,
-    "sem": 0.000727,
-    "min": 0.003713,
-    "max": 0.103938,
-    "recall-0.025": 0.367403,
-    "recall-0.05": 0.928177,
-    "recall-0.1": 0.997238,
+    "mean": 0.033171,
+    "median": 0.029829,
+    "std": 0.016964,
+    "sem": 0.000893,
+    "min": 0.004262,
+    "max": 0.10401,
+    "recall-0.025": 0.350829,
+    "recall-0.05": 0.853591,
+    "recall-0.1": 0.994475,
     "recall-0.15": 1.0,
     "recall-0.25": 1.0,
     "recall-0.5": 1.0,
@@ -6627,14 +6633,14 @@ Results of the model in various experiments on different datasets.
   },
   "elbow_left": {
     "count": 362,
-    "mean": 0.02074,
-    "median": 0.016542,
-    "std": 0.015791,
-    "sem": 0.000831,
+    "mean": 0.02166,
+    "median": 0.017017,
+    "std": 0.016124,
+    "sem": 0.000849,
     "min": 0.001198,
     "max": 0.098002,
-    "recall-0.025": 0.759669,
-    "recall-0.05": 0.936464,
+    "recall-0.025": 0.729282,
+    "recall-0.05": 0.939227,
     "recall-0.1": 1.0,
     "recall-0.15": 1.0,
     "recall-0.25": 1.0,
@@ -6643,15 +6649,15 @@ Results of the model in various experiments on different datasets.
   },
   "elbow_right": {
     "count": 362,
-    "mean": 0.022788,
-    "median": 0.018651,
-    "std": 0.018582,
-    "sem": 0.000978,
-    "min": 0.002929,
+    "mean": 0.025665,
+    "median": 0.019758,
+    "std": 0.021831,
+    "sem": 0.001149,
+    "min": 0.003087,
     "max": 0.169963,
-    "recall-0.025": 0.709945,
-    "recall-0.05": 0.947514,
-    "recall-0.1": 0.986188,
+    "recall-0.025": 0.657459,
+    "recall-0.05": 0.917127,
+    "recall-0.1": 0.975138,
     "recall-0.15": 0.997238,
     "recall-0.25": 1.0,
     "recall-0.5": 1.0,
@@ -6659,14 +6665,14 @@ Results of the model in various experiments on different datasets.
   },
   "wrist_left": {
     "count": 362,
-    "mean": 0.027498,
-    "median": 0.024082,
-    "std": 0.017097,
-    "sem": 0.0009,
-    "min": 0.002849,
+    "mean": 0.028497,
+    "median": 0.02414,
+    "std": 0.017974,
+    "sem": 0.000946,
+    "min": 0.002374,
     "max": 0.12591,
-    "recall-0.025": 0.535912,
-    "recall-0.05": 0.900552,
+    "recall-0.025": 0.527624,
+    "recall-0.05": 0.875691,
     "recall-0.1": 0.997238,
     "recall-0.15": 1.0,
     "recall-0.25": 1.0,
@@ -6675,15 +6681,15 @@ Results of the model in various experiments on different datasets.
   },
   "wrist_right": {
     "count": 362,
-    "mean": 0.032038,
-    "median": 0.024163,
-    "std": 0.031836,
-    "sem": 0.001676,
+    "mean": 0.034383,
+    "median": 0.025345,
+    "std": 0.032977,
+    "sem": 0.001736,
     "min": 0.001469,
     "max": 0.311793,
-    "recall-0.025": 0.535912,
-    "recall-0.05": 0.853591,
-    "recall-0.1": 0.977901,
+    "recall-0.025": 0.494475,
+    "recall-0.05": 0.820442,
+    "recall-0.1": 0.972376,
     "recall-0.15": 0.98895,
     "recall-0.25": 0.991713,
     "recall-0.5": 1.0,
@@ -6691,13 +6697,13 @@ Results of the model in various experiments on different datasets.
   },
   "hip_left": {
     "count": 362,
-    "mean": 0.025333,
-    "median": 0.023278,
-    "std": 0.013981,
-    "sem": 0.000736,
-    "min": 0.004522,
-    "max": 0.107095,
-    "recall-0.025": 0.552486,
+    "mean": 0.025706,
+    "median": 0.023688,
+    "std": 0.013899,
+    "sem": 0.000732,
+    "min": 0.003653,
+    "max": 0.113763,
+    "recall-0.025": 0.530387,
     "recall-0.05": 0.950276,
     "recall-0.1": 0.997238,
     "recall-0.15": 1.0,
@@ -6707,14 +6713,14 @@ Results of the model in various experiments on different datasets.
   },
   "hip_right": {
     "count": 362,
-    "mean": 0.028312,
-    "median": 0.025241,
-    "std": 0.016526,
-    "sem": 0.00087,
-    "min": 0.004412,
+    "mean": 0.028493,
+    "median": 0.026524,
+    "std": 0.016768,
+    "sem": 0.000883,
+    "min": 0.003071,
     "max": 0.200297,
-    "recall-0.025": 0.483425,
-    "recall-0.05": 0.947514,
+    "recall-0.025": 0.464088,
+    "recall-0.05": 0.933702,
     "recall-0.1": 0.994475,
     "recall-0.15": 0.997238,
     "recall-0.25": 1.0,
@@ -6723,13 +6729,13 @@ Results of the model in various experiments on different datasets.
   },
   "knee_left": {
     "count": 362,
-    "mean": 0.015798,
-    "median": 0.014138,
-    "std": 0.008394,
-    "sem": 0.000442,
+    "mean": 0.015966,
+    "median": 0.014134,
+    "std": 0.008725,
+    "sem": 0.000459,
     "min": 0.001037,
     "max": 0.063199,
-    "recall-0.025": 0.864641,
+    "recall-0.025": 0.859116,
     "recall-0.05": 0.997238,
     "recall-0.1": 1.0,
     "recall-0.15": 1.0,
@@ -6739,30 +6745,30 @@ Results of the model in various experiments on different datasets.
   },
   "knee_right": {
     "count": 362,
-    "mean": 0.018264,
-    "median": 0.015093,
-    "std": 0.017603,
-    "sem": 0.000926,
+    "mean": 0.018681,
+    "median": 0.015485,
+    "std": 0.01677,
+    "sem": 0.000883,
     "min": 0.001885,
-    "max": 0.268255,
-    "recall-0.025": 0.828729,
+    "max": 0.242573,
+    "recall-0.025": 0.812155,
     "recall-0.05": 0.977901,
     "recall-0.1": 0.994475,
     "recall-0.15": 0.997238,
-    "recall-0.25": 0.997238,
+    "recall-0.25": 1.0,
     "recall-0.5": 1.0,
     "num_labels": 362
   },
   "ankle_left": {
     "count": 362,
-    "mean": 0.03303,
-    "median": 0.031631,
-    "std": 0.013751,
-    "sem": 0.000724,
+    "mean": 0.03354,
+    "median": 0.031667,
+    "std": 0.014477,
+    "sem": 0.000762,
     "min": 0.004951,
-    "max": 0.092434,
-    "recall-0.025": 0.29558,
-    "recall-0.05": 0.900552,
+    "max": 0.094323,
+    "recall-0.025": 0.281768,
+    "recall-0.05": 0.889503,
     "recall-0.1": 1.0,
     "recall-0.15": 1.0,
     "recall-0.25": 1.0,
@@ -6771,15 +6777,15 @@ Results of the model in various experiments on different datasets.
   },
   "ankle_right": {
     "count": 362,
-    "mean": 0.031596,
-    "median": 0.027104,
-    "std": 0.030751,
-    "sem": 0.001618,
-    "min": 0.003664,
-    "max": 0.496076,
-    "recall-0.025": 0.441989,
-    "recall-0.05": 0.864641,
-    "recall-0.1": 0.986188,
+    "mean": 0.032449,
+    "median": 0.028011,
+    "std": 0.030411,
+    "sem": 0.001601,
+    "min": 0.003353,
+    "max": 0.485343,
+    "recall-0.025": 0.428177,
+    "recall-0.05": 0.848066,
+    "recall-0.1": 0.98895,
     "recall-0.15": 0.994475,
     "recall-0.25": 0.997238,
     "recall-0.5": 1.0,
@@ -6787,11 +6793,11 @@ Results of the model in various experiments on different datasets.
   },
   "joint_recalls": {
     "num_labels": 4706,
-    "recall-0.025": 0.55312,
-    "recall-0.05": 0.92414,
-    "recall-0.1": 0.99299,
+    "recall-0.025": 0.53251,
+    "recall-0.05": 0.90268,
+    "recall-0.1": 0.99065,
     "recall-0.15": 0.99745,
-    "recall-0.25": 0.99894,
+    "recall-0.25": 0.99915,
     "recall-0.5": 1.0
   }
 }