Human3.6M
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Human3.6M Subject Protocol
49.9MPJPE (mm)
9
Human3.6M
0.624Efficiency per MB
8
Human3.6M 2s horizon
0.403APD
8
Human3.6M protocol 2 (val)
19.9MPJPE (Directions)
8
Human3.6M
33.2PSNR
8
Human3.6M 17 (test)
50MPJPE
8
Dynamic Human3.6M 1.0 (Visible frames)
47.4PA-MPJPE
8
Dynamic Human3.6M 1.0 (Invisible frames)
8.2FID
8
Dynamic Human3.6M 1.0 (All frames)
806.2G-MPJPE
8
Human3.6M 1% Data
20.78mIoU
8
Human3.6M (10% Data)
58.28mIoU
8
Human3.6M (20% Data)
60.85mIoU
8
Human3.6M (Full Data)
62.5mIoU
8
Human3.6m synthetic event version (cross-subject test)
40.1MPJPE
8
Human3.6M
0.34Directions Error
8
Human3.6M (test)
30.61MPJPE (Avg)
7
Human3.6M 18
56.7MPJPE (P-MPJPE)
7
Human3.6M (Occlusion)
47.6PA-MPJPE
7
Human3.6M Single Pose (Rare Pose (20%))
1.153Average Accuracy
7
Human3.6M Single Pose (Subject (100%))
36.6Average Error (MPJPE)
7
Human3.6M (Subject (100%))
33.9MPJPE
7
Human3.6M (test)
1.304MM Log Prob. per Dim
6
Human3.6M
15Average Inference Time (ms)
6
Partial Human3.6M Target: S6, S7, S8 (S1+S5)
45.4MPJPE
6
Human3.6M Detected 2D inputs (DT)
49PA-MPJPE
6