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H3.6M

Benchmarks

Task NameDataset NameSOTA ResultTrend
3D Human Pose EstimationH3.6M Protocol 1 (subjects 9 and 11)
Avg Error48.4
18
Future Pose EstimationH3.6M
MPJPE (200ms)49.5
15
Global Human Motion RecoveryH3.6M multi-shot (test)
PA-MPJPE40.52
12
Human Motion PredictionH3.6M
Eating Error (1000ms)0.93
12
Long-term Motion PredictionH3.6M Discussion
MAE (1000ms)1.28
12
Long-term Motion PredictionH3.6M Smoking
MAE (1000ms)1.11
12
3D Human Pose EstimationH3.6M Protocol 2 (subject 11)
P-MPJPE33.7
11
3D Human Pose EstimationH3.6M ECCV18 challenge (train)
P-MPJPE (mm)56.4
10
Human Motion PredictionH3.6M (test)
MAE L2 (80ms)0.28
8
Activity RecognitionH3.6M (Unseen)
Accuracy100
8
Activity RecognitionH3.6M (Seen)
Accuracy100
8
3D Human Pose EstimationH3.6M (val)
P-MPJPE57.5
8
3D Human Pose EstimationH3.6M (S8)
MPJPE40
7
3D Human Pose EstimationH3.6M (S7)
MPJPE42.3
7
3D Human Pose EstimationH3.6M (S6)
MPJPE48.6
7
3D Human Pose EstimationH3.6M (S5)
MPJPE48.7
7
3D Human Skeleton Motion PredictionH3.6M Subject 5 v1 (test)
Walking Error (560ms)43.4
7
Human Pose PredictionH3.6M (test)
MPJPE (80ms)11.3
7
Cross-view pose retrievalH3.6M (hold-out set)
Hit@176.2
6
Joint CompletionH3.6M generalization (test)
Error (40%)150.1
5
Motion PredictionH3.6M Walking activity (test)
Error (80ms)0.41
5
Interpolation SmoothnessH3.6M
Mean Smoothness4.3
4
Motion forecastingH3.6m Discussion activity (test subject S5)
Error @ 80ms1.67
3
Motion forecastingH3.6m Smoking activity (test subject S5)
Error (80ms)1.9
3
Motion forecastingH3.6m Eating activity (test subject S5)
Error @ 80ms1.35
3
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