3D Human Pose Estimation on H3.6M Protocol 1 (subjects 9 and 11)
48.4Avg ErrorChen et al. [29]
Evaluation results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Chen et al. [29]GT scale or depth information at test time=true, Extra 2D-labeled pose data in training=true2020.07 | 48.4 | 45.3 | 49.8 | 46.1 | 49.6 | 48.2 | 41.7 | 47.4 | 53.1 | 55.2 | 48 | 57.7 | 45.6 | 40.8 | 52.4 | 45.2 | |
| Xu et al. [65]GT scale or depth information at test time=false, Extra 2D-labeled pose data in training=true2020.07 | 49.2 | 40.6 | 47.1 | 45.7 | 46.6 | 50.7 | 45 | 47.7 | 56.3 | 63.9 | 49.4 | 63.1 | 46.5 | 38.1 | 51.9 | 42.3 | |
| MeTRoGT scale or depth information at test time=false, Extra 2D-labeled pose data in training=true2020.07 | 49.3 | 46.3 | 48.3 | 43.3 | 48.2 | 50.2 | 45.1 | 46.1 | 56.2 | 66.8 | 49.3 | 54.5 | 46.7 | 40.1 | 49.6 | 46.2 | |
| Luvizon et al. [60]GT scale or depth information at test time=true, Extra 2D-labeled pose data in training=true2020.07 | 49.5 | 43.7 | 48.8 | 45.6 | 46.2 | 49.3 | 43.5 | 46 | 56.8 | 67.8 | 50.5 | 57.9 | 43.4 | 40.5 | 53.2 | 45.6 | |
| Sun et al. [14]GT scale or depth information at test time=true, Extra 2D-labeled pose data in training=true2020.07 | 49.6 | 47.5 | 47.7 | 49.5 | 50.2 | 51.4 | 43.8 | 46.4 | 58.9 | 65.7 | 49.4 | 55.8 | 47.8 | 38.9 | 49 | 43.8 | |
| 2.5D baselineGT scale or depth information at test time=false, Extra 2D-labeled pose data in training=true2020.07 | 50.2 | 45.1 | 50.4 | 45.4 | 47.8 | 50 | 44.6 | 49.8 | 59 | 69.4 | 49.4 | 56.5 | 48 | 39.6 | 49.4 | 45 | |
| Cai et al. [67]GT scale or depth information at test time=false, Extra 2D-labeled pose data in training=true2020.07 | 50.6 | 46.5 | 48.8 | 47.6 | 50.9 | 52.9 | 48.3 | 45.8 | 59.2 | 64.4 | 51.2 | 61.3 | 48.4 | 39.2 | 53.5 | 41.2 | |
| Liu et al. [64]GT scale or depth information at test time=false, Extra 2D-labeled pose data in training=true2020.07 | 52.4 | 47 | 53.1 | 50.3 | 48.8 | 56 | 48.1 | 47.6 | 65.9 | 72.6 | 52.3 | 61.4 | 49.1 | 39.3 | 54.2 | 40.6 | |
| Luvizon et al. [16]GT scale or depth information at test time=true, Extra 2D-labeled pose data in training=true2020.07 | 55.1 | 51.5 | 53.1 | 49 | 52.5 | 53.9 | 50.3 | 54.4 | 63.6 | 73.5 | 55.3 | 61.9 | 50.1 | 46 | 60.2 | 51 | |
| Pavlakos et al. [63]GT scale or depth information at test time=false, Extra 2D-labeled pose data in training=true2020.07 | 56.2 | 48.5 | 54.4 | 54.4 | 52 | 59.4 | 49.9 | 52.9 | 65.8 | 71.1 | 56.6 | 65.3 | 52.9 | 44.7 | 60.9 | 47.8 | |
| Nibali et al. [12]GT scale or depth information at test time=true, Extra 2D-labeled pose data in training=true2020.07 | 57 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| Sharma et al. [66]GT scale or depth information at test time=false, Extra 2D-labeled pose data in training=true2020.07 | 58 | 48.6 | 54.5 | 54.2 | 55.7 | 62.6 | 50.5 | 54.3 | 70 | 78.3 | 58.1 | 72 | 55.4 | 45.2 | 61.4 | 49.7 | |
| Yang et al. [62]GT scale or depth information at test time=false, Extra 2D-labeled pose data in training=true2020.07 | 58.6 | 51.5 | 58.9 | 50.4 | 57 | 62.1 | 49.8 | 52.7 | 69.2 | 85.2 | 57.4 | 65.4 | 58.4 | 43.6 | 60.1 | 47.7 | |
| Sun et al. [59]GT scale or depth information at test time=true, Extra 2D-labeled pose data in training=true2020.07 | 59.1 | 52.8 | 54.8 | 54.2 | 54.3 | 61.8 | 53.1 | 53.6 | 71.7 | 86.7 | 61.5 | 67.2 | 53.4 | 47.1 | 61.6 | 53.4 | |
| Fang et al. [61]GT scale or depth information at test time=false, Extra 2D-labeled pose data in training=true2020.07 | 60.4 | 50.1 | 54.3 | 57 | 57.1 | 66.6 | 53.4 | 55.7 | 72.8 | 88.6 | 60.3 | 73.3 | 57.7 | 47.5 | 62.7 | 50.6 | |
| Martinez et al. [8]GT scale or depth information at test time=false, Extra 2D-labeled pose data in training=true2020.07 | 62.9 | 51.8 | 56.2 | 58.1 | 59 | 69.5 | 55.2 | 58.1 | 74 | 94.6 | 62.3 | 78.4 | 59.1 | 49.5 | 65.1 | 52.4 | |
| Zhou et al. [10]GT scale or depth information at test time=false, Extra 2D-labeled pose data in training=true2020.07 | 64.9 | 54.8 | 60.7 | 58.2 | 71.4 | 62 | 53.8 | 55.6 | 75.2 | 111.6 | 64.2 | 65.5 | 66 | 51.4 | 63.2 | 55.3 | |
| Pavlakos et al. [13]GT scale or depth information at test time=false, Extra 2D-labeled pose data in training=true2020.07 | 71.9 | 67.4 | 72 | 66.7 | 69.1 | 72 | 77 | 65 | 68.3 | 83.7 | 96.5 | 71.7 | 65.8 | 74.9 | 59.1 | 63.2 |