3D Human Pose Estimation on Human3.6M (S9, S11)
15.3Average Error (MPJPE Avg)
MTF-Transformer
Updated 2d ago
Evaluation Results
| Method | Links | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2021.10 | 15.3 | 15.5 | 17.1 | 13.7 | 15.5 | 14 | 16.2 | 15.8 | 16.5 | 15.8 | 16.1 | 14.5 | 14.5 | 16.9 | 14.3 | 13.7 | - | |
2024.05 | 16.7 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 12.7 | |
2024.05 | 16.9 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.05 | 18.4 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.05 | 18.9 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.10 | 19.5 | 17.8 | 19.5 | 17.6 | 20.7 | 19.3 | 16.8 | 18.9 | 20.2 | 25.7 | 20.1 | 19.2 | 20.5 | 17.2 | 20.5 | 17.3 | - | |
2021.10 | 20.8 | 19.9 | 20 | 18.9 | 18.5 | 20.5 | 19.4 | 18.4 | 22.1 | 22.5 | 28.7 | 21.2 | 20.8 | 19.7 | 22.1 | 20.2 | - | |
2024.05 | 21 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 17.6 | |
2024.05 | 21.6 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.10 | 21.7 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.05 | 22.7 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.10 | 22.9 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.10 | 25.8 | 23.4 | 25.2 | 23.1 | 24.4 | 27.4 | 28.5 | 22.8 | 25.2 | 28.7 | 36.2 | 25.9 | 23.6 | 26.6 | 22.6 | 22.7 | - | |
2021.10 | 26.2 | 24 | 26.7 | 23.2 | 24.3 | 24.8 | 22.8 | 24.1 | 28.6 | 32.1 | 26.9 | 31 | 25.6 | 25 | 28 | 24.4 | - | |
2021.10 | 26.2 | 23.1 | 25.4 | 24.7 | 24.5 | 27.9 | 28.3 | 23.9 | 24.6 | 30.7 | 35.7 | 25.8 | 24.2 | 28.4 | 22.8 | 23.1 | - | |
2021.10 | 26.5 | 23.8 | 26 | 23.9 | 25 | 28.2 | 29.7 | 23.6 | 25.5 | 30.1 | 37.3 | 26.6 | 24.5 | 27.4 | 23.1 | 23.4 | - | |
2021.10 | 26.6 | 24.6 | 25.4 | 24.8 | 24.6 | 28.7 | 29.1 | 23.9 | 25.6 | 31.4 | 36.2 | 26.6 | 24.7 | 28.9 | 23.7 | 23.6 | - | |
2021.10 | 26.9 | 25.7 | 27.7 | 23.7 | 24.8 | 26.9 | 31.4 | 24.9 | 26.5 | 28.8 | 31.7 | 28.2 | 26.4 | 23.6 | 28.3 | 23.5 | - | |
2021.10 | 27.5 | 24.2 | 26.4 | 26.1 | 25.6 | 29.4 | 29.7 | 25.1 | 25.4 | 32.4 | 37.4 | 27.1 | 25.4 | 29.5 | 23.8 | 24.4 | - | |
2024.05 | 29.3 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.10 | 30.2 | 27.3 | 32.1 | 25 | 26.5 | 29.3 | 35.4 | 28.8 | 31.6 | 36.4 | 31.7 | 31.2 | 29.9 | 26.9 | 33.7 | 30.4 | - | |
2024.05 | 30.5 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.10 | 30.9 | 23.1 | 28.8 | 26.8 | 28.1 | 31.6 | 37.1 | 25.7 | 31.4 | 36.5 | 39.6 | 35 | 29.5 | 35.6 | 26.8 | 26.4 | - | |
2021.10 | 31.7 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.05 | 31.9 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 25 | |
2024.05 | 32.3 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.05 | 35.4 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 28.7 | |
2024.05 | 35.5 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.05 | 36.9 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 28.7 | |
2024.05 | 37.5 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.10 | 37.5 | 26.8 | 32 | 25.6 | 52.1 | 33.3 | 42.3 | 25.8 | 25.9 | 40.5 | 76.6 | 39.1 | 54.5 | 35.9 | 25.1 | 24.2 | - | |
2024.05 | 37.8 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.05 | 39.8 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 30.6 | |
2026.01 | 41.1 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.05 | 41.8 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 29.5 | |
2024.05 | 42.8 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 34.4 | |
2021.10 | 42.9 | 38.3 | 41.3 | 46.1 | 40.1 | 41.6 | 51.9 | 41.8 | 40.9 | 51.5 | 58.4 | 42.2 | 44.6 | 41.7 | 33.7 | 30.1 | - | |
2024.05 | 43 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 34.4 | |
2026.01 | 43.4 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.05 | 44.1 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 35 | |
2024.03 | 44.4 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 34.6 | |
2024.05 | 44.4 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 34.8 | |
2021.10 | 44.5 | 40.2 | 42.5 | 42.6 | 41.1 | 46.7 | 56.7 | 41.4 | 42.3 | 56.2 | 60.4 | 46.3 | 42.2 | 46.2 | 31.7 | 31 | - | |
2021.10 | 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 | - | |
2023.07 | 45.1 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 30.5 | |
2021.10 | 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 | - | |
2024.05 | 45.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 35.6 | |
2024.05 | 46.8 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 36.5 | |
2021.09 | 46.8 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.10 | 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 | - | |
2023.07 | 47.1 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 32.7 | |
2024.03 | 47.3 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 36.8 | |
2021.09 | 47.3 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.01 | 49.4 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.07 | 49.7 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 31.6 | |
2026.01 | 49.7 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.01 | 49.7 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.03 | 49.8 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 38.3 | |
2023.07 | 50.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 39.1 | |
2024.03 | 50.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 39.1 | |
2024.03 | 50.9 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 38 | |
2023.07 | 51 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.07 | 51.4 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 42.1 | |
2021.09 | 51.6 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.01 | 51.8 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.01 | 51.9 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.01 | 52.4 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.07 | 52.7 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 40.9 | |
2024.03 | 52.7 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 40.9 | |
2021.10 | 52.7 | 43.8 | 48.6 | 49.1 | 49.8 | 57.6 | 61.5 | 45.9 | 48.3 | 62 | 73.4 | 54.8 | 50.6 | 56 | 43.4 | 45.5 | - | |
2021.10 | 56.9 | 41.2 | 49.2 | 42.8 | 43.4 | 55.6 | 46.9 | 40.3 | 63.7 | 97.6 | 119 | 52.1 | 42.7 | 51.9 | 41.8 | 39.4 | - | |
2023.07 | 57.3 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 45.1 | |
2023.07 | 57.6 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.01 | 58.3 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.01 | 58.6 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.01 | 59.1 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.09 | 60.6 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.01 | 60.8 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.07 | 62.9 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 47.7 | |
2026.01 | 62.9 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.09 | 63.6 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.09 | 64.9 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.07 | 65.7 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 49 | |
2021.09 | 67.9 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.09 | 68 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.09 | 69 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.07 | 77.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.07 | 78.6 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.09 | 82.1 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.07 | 82.3 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.09 | 87.3 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.07 | 88 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.09 | 89.9 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.09 | 98.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.07 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 56.4 |