3D Human Pose Estimation on Human3.6M v1 (Protocol #2)
12.7P-MPJPE (Avg)Rogez et al. TPAMI'19
Evaluation results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Rogez et al. TPAMI'19Protocol=#22021.04 | 12.7 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| Spatio-Temporal NetworkPost-processing=Procrustes alignment2020.04 | 30.7 | 26.2 | 31.1 | 28.4 | 28.5 | 32.9 | 29.7 | 31 | 34.6 | 40.2 | 32.4 | 32.8 | 33.1 | 26 | 26.1 | — | |
| MPT2022.11 | 31.7 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 45.3 | |
| S3HTProtocol=#22021.04 | 31.8 | 27.3 | 37.2 | 31.5 | 33.1 | 36.9 | 29.2 | 30.7 | 32.5 | 42 | 34.6 | 28 | 34.7 | 23.3 | 27.5 | — | |
| CLIFF2022.11 | 32.7 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 47.1 | |
| Cheng et al.Venue=ICCV (2019), Post-processing=Procrustes alignment2020.04 | 32.8 | 28.7 | 35.1 | 31.6 | 30.2 | 36.8 | 31.5 | 29.3 | 41.3 | 45.9 | 33.1 | 34 | 31.4 | 26.1 | 27.8 | — | |
| FastMETRO2022.11 | 33.7 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 52.2 | |
| Graphormer2022.11 | 34.5 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 51.2 | |
| THUNDER2022.11 | 34.9 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 48 | |
| Moon et al. ICCV'19Protocol=#22021.04 | 35.2 | 32.5 | 41.5 | 36.7 | 36.3 | 38.7 | 31.9 | 33.2 | 36.5 | 44.4 | 36.7 | 31.2 | 37.1 | 25.6 | 30.5 | — | |
| Pavllo et al.Venue=CVPR (2019), Post-processing=Procrustes alignment2020.04 | 36.5 | 34.1 | 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 | — | |
| METRO2022.11 | 36.7 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 54 | |
| Yang et al.Venue=CVPR (2018), Post-processing=Procrustes alignment2020.04 | 37.7 | 26.9 | 36.3 | 39.9 | 43.9 | 47.4 | 28.8 | 29.4 | 36.9 | 58.4 | 41.5 | 30.5 | 29.5 | 42.5 | 32.2 | — | |
| Wandt et al.Venue=CVPR (2019), ground-truth 2D labels=true, Post-processing=Procrustes alignment2020.04 | 38.2 | 33.6 | 32.6 | 37.5 | 36 | 44.1 | 37.8 | 34.9 | 39.2 | 52 | 37.5 | 39.8 | 34.1 | 40.3 | 34.9 | — | |
| PyMAF2022.11 | 40.5 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 57.7 | |
| Sun et al. ECCV'18Protocol=#22021.04 | 40.6 | 36.9 | 40.6 | 40.4 | 41.9 | 44.9 | 34.9 | 35.7 | 50.1 | 59.4 | 40.4 | 39 | 39.8 | 30.8 | 36.7 | — | |
| SPIN2022.11 | 41.1 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 62.5 | |
| I2LMeshNet2022.11 | 41.1 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 55.7 | |
| VIBE2022.11 | 41.4 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 65.6 | |
| Hossain & LittleVenue=ECCV (2018), Post-processing=Procrustes alignment2020.04 | 42 | 36.9 | 42.8 | 40.3 | 46.8 | 46.7 | 37.7 | 36.5 | 48.9 | 52.6 | 45.6 | 39.6 | 43.5 | 35.2 | 38.5 | — | |
| Li et al.Venue=CVPR (2019), Post-processing=Procrustes alignment2020.04 | 42.6 | 35.5 | 41.3 | 42.3 | 46 | 48.9 | 36.9 | 37.3 | 51 | 60.6 | 44.9 | 40.2 | 44.1 | 33.1 | 36.9 | — | |
| Kocabas et al.Venue=CVPR (2019), Post-processing=Procrustes alignment2020.04 | 45 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| Fang et al.Venue=AAAI (2018), Post-processing=Procrustes alignment2020.04 | 45.7 | 38.2 | 43.7 | 44.9 | 48.5 | 55.3 | 40.2 | 38.2 | 54.5 | 64.4 | 47.2 | 44.3 | 47.3 | 36.7 | 41.7 | — | |
| Fang et al. AAAI'18Protocol=#22021.04 | 45.7 | 38.2 | 43.7 | 44.9 | 48.5 | 55.3 | 40.2 | 38.2 | 54.5 | 64.4 | 47.2 | 44.3 | 47.3 | 36.7 | 41.7 | — | |
| Pose2Mesh2022.11 | 47 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 64.9 | |
| Martinez et al. ICCV'17Protocol=#22021.04 | 47.7 | 39.5 | 46.4 | 47 | 51 | 56 | 41.4 | 40.6 | 56.5 | 69.4 | 49.2 | 45 | 49.5 | 38 | 43.1 | — | |
| Sun et al. ICCV'17Protocol=#22021.04 | 48.3 | 42.1 | 45 | 45.4 | 51.5 | 53 | 43.2 | 41.3 | 59.3 | 73.3 | 51 | 44 | 48 | 38.3 | 44.8 | — | |
| GraphCMR2022.11 | 50.1 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| Zhou et al. TPAMI'18Protocol=#22021.04 | 55.3 | 47.9 | 52.7 | 55 | 56.8 | 65.5 | 49 | 45.5 | 60.8 | 81.1 | 53.7 | 51.6 | 54.8 | 50.4 | 55.9 | — | |
| HMR2022.11 | 56.8 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 88 | |
| Moreno et al. CVPR'17Protocol=#22021.04 | 76.5 | 67.4 | 87.2 | 73.9 | 71.5 | 93.3 | 69.9 | 65.1 | 71.7 | 98.6 | 81.3 | 74.6 | 77.7 | 76.5 | 74.6 | — | |
| Chen et al. CVPR'17Protocol=#22021.04 | 82.7 | 71.6 | 74.7 | 79.1 | 70.1 | 93.3 | 67.6 | 89.3 | 90.7 | 195.6 | 83.5 | 71.2 | 85.9 | 55.7 | 62.5 | — | |
| Yasin et al. CVPR'16Protocol=#22021.04 | 108.3 | 88.4 | 108.5 | 110.2 | 97.1 | 142.5 | 81.6 | 107.2 | 119 | 170.8 | 108.2 | 86.9 | 165.7 | 92.1 | 102 | — |