Improved group merging.
This commit is contained in:
Daniel
+139
-139
@@ -5998,58 +5998,58 @@ Results of the model in various experiments on different datasets.
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(volleyball)
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```json
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{
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"avg_time_2d": 0.3441050417788394,
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"avg_time_3d": 0.0033576402578267966,
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"avg_fps": 2.878006910378003
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"avg_time_2d": 0.3424515831577885,
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"avg_time_3d": 0.003363656568097639,
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"avg_fps": 2.8917175564404274
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}
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{
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"person_nums": {
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"total_frames": 121,
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"total_labels": 484,
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"total_preds": 633,
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"total_preds": 634,
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"considered_empty": 0,
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"valid_preds": 483,
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"invalid_preds": 150,
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"invalid_preds": 151,
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"missing": 1,
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"invalid_fraction": 0.23697,
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"precision": 0.76303,
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"invalid_fraction": 0.23817,
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"precision": 0.76183,
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"recall": 0.99793,
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"f1": 0.86482,
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"non_empty": 633
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"f1": 0.86404,
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"non_empty": 634
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},
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"mpjpe": {
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"count": 483,
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"mean": 0.035428,
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"median": 0.032584,
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"std": 0.013121,
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"sem": 0.000598,
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"min": 0.017908,
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"max": 0.12169,
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"recall-0.025": 0.216942,
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"recall-0.05": 0.876033,
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"recall-0.1": 0.993802,
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"mean": 0.03745,
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"median": 0.035063,
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"std": 0.014194,
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"sem": 0.000647,
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"min": 0.01794,
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"max": 0.136715,
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"recall-0.025": 0.163223,
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"recall-0.05": 0.842975,
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"recall-0.1": 0.991736,
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"recall-0.15": 0.997934,
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"recall-0.25": 0.997934,
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"recall-0.5": 0.997934,
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"num_labels": 484,
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"ap-0.025": 0.041041,
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"ap-0.05": 0.626763,
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"ap-0.1": 0.797009,
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"ap-0.15": 0.803699,
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"ap-0.25": 0.803699,
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"ap-0.5": 0.803699
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"ap-0.025": 0.023957,
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"ap-0.05": 0.580664,
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"ap-0.1": 0.79534,
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"ap-0.15": 0.804355,
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"ap-0.25": 0.804355,
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"ap-0.5": 0.804355
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},
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"head": {
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"count": 483,
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"mean": 0.036562,
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"median": 0.030386,
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"std": 0.022881,
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"sem": 0.001042,
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"mean": 0.037576,
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"median": 0.030619,
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"std": 0.023474,
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"sem": 0.001069,
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"min": 0.004382,
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"max": 0.136584,
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"recall-0.025": 0.392562,
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"recall-0.05": 0.739669,
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"recall-0.1": 0.979339,
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"recall-0.025": 0.378099,
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"recall-0.05": 0.721074,
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"recall-0.1": 0.977273,
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"recall-0.15": 0.997934,
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"recall-0.25": 0.997934,
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"recall-0.5": 0.997934,
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@@ -6057,15 +6057,15 @@ Results of the model in various experiments on different datasets.
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},
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"shoulder_left": {
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"count": 483,
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"mean": 0.034722,
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"median": 0.029123,
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"std": 0.020485,
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"sem": 0.000933,
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"mean": 0.039129,
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"median": 0.032213,
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"std": 0.022975,
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"sem": 0.001047,
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"min": 0.004214,
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"max": 0.142662,
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"recall-0.025": 0.369835,
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"recall-0.05": 0.81405,
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"recall-0.1": 0.987603,
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"recall-0.025": 0.31405,
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"recall-0.05": 0.745868,
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"recall-0.1": 0.979339,
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"recall-0.15": 0.997934,
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"recall-0.25": 0.997934,
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"recall-0.5": 0.997934,
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@@ -6073,111 +6073,111 @@ Results of the model in various experiments on different datasets.
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},
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"shoulder_right": {
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"count": 483,
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"mean": 0.031759,
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"median": 0.026109,
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"std": 0.018407,
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"sem": 0.000838,
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"min": 0.00347,
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"max": 0.110679,
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"recall-0.025": 0.466942,
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"recall-0.05": 0.826446,
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"recall-0.1": 0.993802,
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"recall-0.15": 0.997934,
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"mean": 0.035508,
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"median": 0.030929,
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"std": 0.021175,
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"sem": 0.000965,
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"min": 0.003681,
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"max": 0.180338,
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"recall-0.025": 0.384298,
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"recall-0.05": 0.778926,
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"recall-0.1": 0.987603,
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"recall-0.15": 0.995868,
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"recall-0.25": 0.997934,
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"recall-0.5": 0.997934,
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"num_labels": 484
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},
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"elbow_left": {
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"count": 483,
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"mean": 0.035706,
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"median": 0.029341,
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"std": 0.024522,
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"sem": 0.001117,
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"min": 0.004211,
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"mean": 0.039093,
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"median": 0.031479,
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"std": 0.027871,
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"sem": 0.001269,
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"min": 0.005996,
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"max": 0.237523,
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"recall-0.025": 0.386364,
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"recall-0.05": 0.77686,
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"recall-0.1": 0.981405,
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"recall-0.15": 0.993802,
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"recall-0.025": 0.347107,
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"recall-0.05": 0.737603,
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"recall-0.1": 0.966942,
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"recall-0.15": 0.987603,
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"recall-0.25": 0.997934,
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"recall-0.5": 0.997934,
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"num_labels": 484
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},
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"elbow_right": {
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"count": 483,
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"mean": 0.03838,
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"median": 0.031125,
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"std": 0.034151,
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"sem": 0.001556,
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"mean": 0.041455,
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"median": 0.033784,
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"std": 0.038189,
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"sem": 0.001739,
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"min": 0.003944,
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"max": 0.362552,
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"recall-0.025": 0.407025,
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"recall-0.05": 0.774793,
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"recall-0.1": 0.964876,
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"recall-0.15": 0.981405,
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"max": 0.443462,
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"recall-0.025": 0.367769,
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"recall-0.05": 0.741736,
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"recall-0.1": 0.954545,
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"recall-0.15": 0.979339,
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"recall-0.25": 0.993802,
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"recall-0.5": 0.997934,
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"num_labels": 484
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},
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"wrist_left": {
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"count": 483,
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"mean": 0.047139,
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"median": 0.03772,
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"std": 0.035565,
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"sem": 0.00162,
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"min": 0.003421,
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"max": 0.314461,
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"recall-0.025": 0.274793,
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"recall-0.05": 0.669421,
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"recall-0.1": 0.923554,
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"recall-0.15": 0.979339,
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"mean": 0.04895,
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"median": 0.039104,
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"std": 0.036788,
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"sem": 0.001676,
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"min": 0.002618,
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"max": 0.309556,
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"recall-0.025": 0.258264,
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"recall-0.05": 0.650826,
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"recall-0.1": 0.913223,
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"recall-0.15": 0.977273,
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"recall-0.25": 0.995868,
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"recall-0.5": 0.997934,
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"num_labels": 484
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},
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"wrist_right": {
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"count": 482,
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"mean": 0.047946,
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"median": 0.036566,
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"std": 0.041584,
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"sem": 0.001896,
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"min": 0.002446,
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"max": 0.39908,
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"recall-0.025": 0.289256,
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"recall-0.05": 0.652893,
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"recall-0.1": 0.919421,
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"recall-0.15": 0.969008,
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"count": 481,
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"mean": 0.050009,
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"median": 0.040081,
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"std": 0.040668,
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"sem": 0.001856,
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"min": 0.003069,
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"max": 0.35488,
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"recall-0.025": 0.262397,
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"recall-0.15": 0.964876,
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"recall-0.25": 0.987603,
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"recall-0.5": 0.995868,
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"recall-0.5": 0.993802,
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"num_labels": 484
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},
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"hip_left": {
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"count": 483,
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"mean": 0.038758,
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"median": 0.036117,
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"std": 0.019053,
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"sem": 0.000868,
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"min": 0.005977,
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"max": 0.133493,
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"recall-0.025": 0.239669,
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"recall-0.05": 0.774793,
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"recall-0.1": 0.985537,
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"recall-0.15": 0.997934,
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"mean": 0.040026,
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"median": 0.036626,
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"std": 0.021724,
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"sem": 0.00099,
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"min": 0.004385,
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"max": 0.191835,
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"recall-0.025": 0.231405,
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"recall-0.05": 0.756198,
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"recall-0.1": 0.979339,
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"recall-0.15": 0.995868,
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"recall-0.25": 0.997934,
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"recall-0.5": 0.997934,
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"num_labels": 484
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},
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"hip_right": {
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"count": 483,
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"mean": 0.040711,
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"median": 0.033421,
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"std": 0.026405,
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"sem": 0.001203,
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"min": 0.005419,
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"mean": 0.042645,
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"median": 0.034828,
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"std": 0.027596,
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"sem": 0.001257,
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"min": 0.004215,
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"max": 0.149838,
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"recall-0.025": 0.291322,
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"recall-0.05": 0.75,
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"recall-0.1": 0.958678,
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"recall-0.025": 0.27686,
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"recall-0.05": 0.71281,
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"recall-0.1": 0.948347,
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"recall-0.15": 0.997934,
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"recall-0.25": 0.997934,
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"recall-0.5": 0.997934,
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@@ -6185,14 +6185,14 @@ Results of the model in various experiments on different datasets.
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},
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"knee_left": {
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"count": 483,
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"mean": 0.025004,
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"median": 0.0211,
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"std": 0.018866,
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"sem": 0.000859,
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"min": 0.001613,
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"mean": 0.025053,
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"median": 0.021076,
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"std": 0.018987,
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"sem": 0.000865,
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"min": 0.001403,
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"max": 0.27912,
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"recall-0.025": 0.595041,
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"recall-0.05": 0.93595,
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"recall-0.025": 0.603306,
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"recall-0.05": 0.923554,
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"recall-0.1": 0.993802,
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"recall-0.15": 0.995868,
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"recall-0.25": 0.995868,
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@@ -6201,14 +6201,14 @@ Results of the model in various experiments on different datasets.
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},
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"knee_right": {
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"count": 483,
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"mean": 0.025695,
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"median": 0.022859,
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"std": 0.014864,
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"sem": 0.000677,
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"mean": 0.026099,
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"median": 0.022868,
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"std": 0.015211,
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"sem": 0.000693,
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"min": 0.001415,
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"max": 0.094234,
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"recall-0.025": 0.576446,
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"recall-0.05": 0.92562,
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"recall-0.025": 0.557851,
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"recall-0.05": 0.919421,
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"recall-0.1": 0.997934,
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"recall-0.15": 0.997934,
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"recall-0.25": 0.997934,
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@@ -6217,15 +6217,15 @@ Results of the model in various experiments on different datasets.
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},
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"ankle_left": {
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"count": 483,
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"mean": 0.028829,
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"median": 0.023676,
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"std": 0.033788,
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"sem": 0.001539,
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"min": 0.001752,
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"mean": 0.029784,
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"median": 0.023999,
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"std": 0.034378,
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"sem": 0.001566,
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"min": 0.002215,
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"max": 0.497796,
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"recall-0.025": 0.530992,
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"recall-0.05": 0.92562,
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"recall-0.1": 0.981405,
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"recall-0.05": 0.909091,
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"recall-0.1": 0.979339,
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"recall-0.15": 0.991736,
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"recall-0.25": 0.993802,
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"recall-0.5": 0.997934,
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@@ -6233,14 +6233,14 @@ Results of the model in various experiments on different datasets.
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},
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"ankle_right": {
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"count": 483,
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"mean": 0.028136,
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"median": 0.02508,
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"std": 0.016445,
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"sem": 0.000749,
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"mean": 0.029202,
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"median": 0.026139,
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"std": 0.017443,
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"sem": 0.000795,
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"min": 0.001964,
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"max": 0.103825,
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"recall-0.025": 0.495868,
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"recall-0.05": 0.890496,
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"recall-0.025": 0.464876,
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"recall-0.05": 0.880165,
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"recall-0.1": 0.993802,
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"recall-0.15": 0.997934,
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"recall-0.25": 0.997934,
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@@ -6249,18 +6249,18 @@ Results of the model in various experiments on different datasets.
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},
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"joint_recalls": {
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"num_labels": 6292,
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"recall-0.025": 0.40782,
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"recall-0.05": 0.8034,
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"recall-0.1": 0.9733,
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"recall-0.15": 0.99189,
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"recall-0.025": 0.38207,
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"recall-0.05": 0.77718,
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"recall-0.1": 0.96615,
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"recall-0.15": 0.99031,
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"recall-0.25": 0.99603,
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"recall-0.5": 0.99777
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"recall-0.5": 0.99762
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}
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}
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{
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"total_parts": 6776,
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"correct_parts": 6740,
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"pcp": 0.994687
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"correct_parts": 6729,
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"pcp": 0.993064
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}
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```
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