Pose Estimation on Humans-5K (test)
64.7Body APSapiens-2B
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Sapiens-2BInput Size=1024 x 768, Flip test=true2024.08 | 64.7 | 69.9 | 69.4 | 76.2 | 76.9 | 79.9 | 57.1 | 64.4 | 61.1 | 67.1 | |
| Sapiens-1BInput Size=1024 x 768, Flip test=true2024.08 | 62.9 | 68.2 | 68.3 | 75.1 | 76.4 | 79.7 | 55.9 | 63.4 | 59.4 | 65.3 | |
| ViTPose+-HInput Size=256 x 192, Flip test=true2024.08 | 61.6 | 67.4 | 63.2 | 69 | 50.7 | 56.3 | 42 | 47.8 | 48.3 | 54.1 | |
| ViTPose+-LInput Size=256 x 192, Flip test=true2024.08 | 61 | 66.8 | 62.4 | 68.2 | 50.1 | 55.7 | 41.5 | 47.3 | 47.8 | 53.6 | |
| Sapiens-0.6BInput Size=1024 x 768, Flip test=true2024.08 | 59.8 | 65.5 | 64.7 | 72.3 | 75.2 | 79 | 52.1 | 60.3 | 56.2 | 62.4 | |
| ZoomNASInput Size=384 x 288, Flip test=true2024.08 | 59.7 | 66.3 | 48.1 | 57.9 | 74.5 | 79.2 | 49.8 | 60.6 | 52.1 | 60.7 | |
| Sapiens-0.3BInput Size=1024 x 768, Flip test=true2024.08 | 58.1 | 64.5 | 56.8 | 67.7 | 74.5 | 78.6 | 49.6 | 57.7 | 53.4 | 60.9 | |
| DWPose-lInput Size=384 x 288, Flip test=true2024.08 | 57.9 | 64.2 | 56.5 | 67.4 | 74.3 | 78.4 | 49.3 | 57.4 | 53.1 | 60.6 | |
| RTMPose-xInput Size=384 x 288, Flip test=true2024.08 | 57.1 | 63.7 | 55.3 | 66.8 | 74.4 | 78.5 | 46.3 | 55 | 51.9 | 59.6 | |
| HRNetInput Size=384 x 288, Flip test=true2024.08 | 55.8 | 62.6 | 45.2 | 55.4 | 58.9 | 64.5 | 39.3 | 47.6 | 45.7 | 53.9 | |
| DWPose-mInput Size=256 x 192, Flip test=true2024.08 | 54.2 | 61.4 | 49.9 | 63 | 68.5 | 74.2 | 40.1 | 50 | 47.7 | 55.8 | |
| SimpleBaselineInput Size=384 x 288, Flip test=true2024.08 | 52.3 | 60.1 | 49.8 | 62.5 | 59.6 | 67.3 | 41.4 | 51.8 | 44.6 | 53.7 | |
| DeepPoseInput Size=384 x 288, Flip test=true2024.08 | 32.1 | 43.5 | 25.3 | 41.2 | 37.8 | 53.9 | 15.7 | 31.6 | 23.9 | 37.2 |