3D Human Pose Estimation on Human3.6M (all subjects)
49.6MPJPESun et al.
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Sun et al.Supervision=fully supervised2019.03 | 49.6 | — | 40.6 | — | — | |
| EpipolarPose FSSupervision=fully supervised2019.03 | 51.83 | 51.58 | 45.04 | 84.44 | 78.67 | |
| Pavlakos et al.Supervision=fully supervised, Reference=CVPR'182019.03 | 56.2 | — | — | 80.03 | 69.18 | |
| EpipolarPose SS + RUSupervision=self supervised, Refinement Unit=with, 2D keypoints=MPII pre-trained2019.03 | 60.56 | 60.04 | 47.48 | 80.42 | 75.41 | |
| Martinez et al.Supervision=fully supervised2019.03 | 62.9 | — | 47.7 | 78.12 | 73.26 | |
| Rhodin et al.Supervision=fully supervised2019.03 | 66.8 | 63.3 | 51.6 | — | — | |
| Martinez et al.*2D keypoints=MPII pre-trained2019.03 | 67.5 | — | 52.5 | — | — | |
| Pavlakos et al.Supervision=fully supervised, Reference=ICCV'172019.03 | 71.9 | — | — | 74.05 | 53.93 | |
| EpipolarPose SSSupervision=self supervised2019.03 | 76.6 | 75.25 | 67.45 | 73.09 | 64.03 | |
| Rogez et al.Supervision=fully supervised2019.03 | 87.7 | — | 71.6 | — | — | |
| Tome et al.Supervision=fully supervised2019.03 | 88.4 | — | — | 73 | 58.8 | |
| Sanzari et al.Supervision=fully supervised2019.03 | 93.1 | — | — | — | — | |
| Nie et al.Supervision=fully supervised2019.03 | 97.5 | — | 79.5 | — | — | |
| EpipolarPose SS (w/o R)Supervision=self supervised, Refinement Unit=without2019.03 | — | 77.75 | 70.67 | 70.67 | 62.05 |