3D Human Pose Estimation on Human3.6M S11 (test)
34.6Average ErrorPoseFormer
Evaluation results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| PoseFormerProtocol=Protocol 2 (P-MPJPE), f=81, 2D pose source=CPN, Architecture=Transformer-based2021.03 | 34.6 | 32.5 | 34.8 | 32.6 | 34.6 | 35.3 | 39.5 | 32.1 | 32 | 42.8 | 48.5 | 34.8 | 32.4 | 35.3 | 24.5 | 26 | |
| UGCNProtocol=Protocol 2 (P-MPJPE), f=962021.03 | 35.5 | 32.9 | 35.2 | 35.6 | 34.4 | 36.4 | 42.7 | 31.2 | 32.5 | 45.6 | 50.2 | 37.3 | 32.8 | 36.3 | 26 | 23.9 | |
| Liu et al.Protocol=Protocol 2 (P-MPJPE), f=243, 2D pose source=CPN2021.03 | 35.6 | 32.3 | 35.2 | 33.3 | 35.8 | 35.9 | 41.5 | 33.2 | 32.7 | 44.6 | 50.9 | 37 | 32.4 | 37 | 25.2 | 27.2 | |
| Chen et al.Protocol=Protocol 2 (P-MPJPE), f=81, 2D pose source=CPN2021.03 | 35.6 | 33.1 | 35.3 | 33.4 | 35.9 | 36.1 | 41.7 | 32.8 | 33.3 | 42.6 | 49.4 | 37 | 32.7 | 36.5 | 25.5 | 27.9 | |
| Pavllo et al.Protocol=Protocol 2 (P-MPJPE), f=243, 2D pose source=CPN2021.03 | 36.5 | 34.1 | 36.1 | 34.4 | 37.2 | 36.4 | 42.2 | 34.4 | 33.6 | 45 | 52.5 | 37.4 | 33.8 | 37.8 | 25.6 | 27.3 | |
| Lin et al.Protocol=Protocol 2 (P-MPJPE), f=502021.03 | 36.8 | 32.5 | 35.3 | 34.3 | 36.2 | 37.8 | 43 | 33 | 32.2 | 45.7 | 51.8 | 38.4 | 32.8 | 37.5 | 25.8 | 28.9 | |
| BaselineProtocol=Protocol 2 (P-MPJPE), f=81, 2D pose source=CPN, Architecture=Transformer-based2021.03 | 37 | 33.6 | 37.1 | 35.4 | 36.7 | 37.8 | 42.2 | 33.9 | 34.7 | 47 | 53.4 | 38.2 | 34.3 | 37.6 | 25.3 | 27.8 | |
| Cai et al.Protocol=Protocol 2 (P-MPJPE), f=72021.03 | 39 | 35.7 | 37.8 | 36.9 | 40.7 | 39.6 | 45.2 | 37.4 | 34.5 | 46.9 | 50.1 | 40.5 | 36.1 | 41 | 29.6 | 32.3 | |
| Pavlakos et al.Protocol=Protocol 2 (P-MPJPE)2021.03 | 41.8 | 34.7 | 39.8 | 41.8 | 38.6 | 42.5 | 47.5 | 38 | 36.6 | 50.7 | 56.8 | 42.6 | 39.6 | 43.9 | 32.1 | 36.5 | |
| Hossain et al.Protocol=Protocol 2 (P-MPJPE)2021.03 | 44.1 | 35.7 | 39.3 | 44.6 | 43 | 47.2 | 54 | 38.3 | 37.5 | 51.6 | 61.3 | 46.5 | 41.4 | 47.3 | 34.2 | 39.4 | |
| PoseFormerProtocol=Protocol 1 (MPJPE), f=81, 2D pose source=CPN, Architecture=Transformer-based2021.03 | 44.3 | 41.5 | 44.8 | 39.8 | 42.5 | 46.5 | 51.6 | 42.1 | 42 | 53.3 | 60.7 | 45.5 | 43.3 | 46.1 | 31.8 | 32.2 | |
| Chen et al.Protocol=Protocol 1 (MPJPE), f=81, 2D pose source=CPN2021.03 | 44.6 | 42.1 | 43.8 | 41 | 43.8 | 46.1 | 53.5 | 42.4 | 43.1 | 53.9 | 60.5 | 45.7 | 42.1 | 46.2 | 32.2 | 33.8 | |
| SRNetProtocol=Protocol 1 (MPJPE), 2D pose source=CPN2021.03 | 44.8 | 46.6 | 47.1 | 43.9 | 41.6 | 45.8 | 49.6 | 46.5 | 40 | 53.4 | 61.1 | 46.1 | 42.6 | 43.1 | 31.5 | 32.6 | |
| Liu et al.Protocol=Protocol 1 (MPJPE), f=243, 2D pose source=CPN2021.03 | 45.1 | 41.8 | 44.8 | 41.1 | 44.9 | 47.4 | 54.1 | 43.4 | 42.2 | 56.2 | 63.6 | 45.3 | 43.5 | 45.3 | 31.3 | 32.2 | |
| UGCNProtocol=Protocol 1 (MPJPE), f=962021.03 | 45.6 | 41.3 | 43.9 | 44 | 42.2 | 48 | 57.1 | 42.2 | 43.2 | 57.3 | 61.3 | 47 | 43.5 | 47 | 32.6 | 31.8 | |
| Lin et al.Protocol=Protocol 1 (MPJPE), f=502021.03 | 46.6 | 42.5 | 44.8 | 42.6 | 44.2 | 48.5 | 57.1 | 52.6 | 41.4 | 56.5 | 64.5 | 47.4 | 43 | 48.1 | 33 | 35.1 | |
| Yeh et al.Protocol=Protocol 1 (MPJPE)2021.03 | 46.7 | 44.8 | 46.1 | 43.3 | 46.4 | 49 | 55.2 | 44.6 | 44 | 58.3 | 62.7 | 47.1 | 43.9 | 48.6 | 32.7 | 33.3 | |
| Pavllo et al.Protocol=Protocol 1 (MPJPE), f=243, 2D pose source=CPN2021.03 | 46.8 | 45.2 | 46.7 | 43.3 | 45.6 | 48.1 | 55.1 | 44.6 | 44.3 | 57.3 | 65.8 | 47.1 | 44 | 49 | 32.8 | 33.9 | |
| BaselineProtocol=Protocol 1 (MPJPE), f=81, 2D pose source=CPN, Architecture=Transformer-based2021.03 | 47.2 | 43.8 | 47.9 | 43.8 | 45.5 | 49.7 | 55.7 | 44.3 | 45.8 | 57.7 | 66.3 | 47.4 | 45.4 | 48.6 | 32.5 | 33.8 | |
| Cai et al.Protocol=Protocol 1 (MPJPE), f=72021.03 | 48.8 | 44.6 | 47.4 | 45.6 | 48.8 | 50.8 | 59 | 47.2 | 43.9 | 57.9 | 61.9 | 49.7 | 46.6 | 51.3 | 37.1 | 39.4 | |
| Dabral et al.Protocol=Protocol 1 (MPJPE)2021.03 | 52.1 | 44.8 | 50.4 | 44.7 | 49 | 52.9 | 61.4 | 43.5 | 45.5 | 63.1 | 87.3 | 51.7 | 48.5 | 52.2 | 37.6 | 41.9 | |
| METROProtocol=Protocol 1 (MPJPE), f=1, Architecture=Transformer-based2021.03 | 54 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |