3D Human Skeleton Motion Prediction on H3.6M Subject 5 v1 (test)
43.4Walking Error (560ms)EqMotion
Evaluation Results
| Method | Links | ||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| EqMotion2023.03 | 43.4 | 52.8 | 48.4 | 73 | 41 | 63.4 | 75.3 | 105.6 | 108.7 | 142 | 64.7 | 101 | 84.9 | 139.4 | 44.5 | 56 | 73.4 | 106.9 | |
| SPGSN2023.03 | 46.9 | 53.6 | 49.8 | 73.4 | 46.7 | 68.6 | 89.7 | 118.6 | 111 | 143.2 | 66.7 | 102.5 | 110.3 | 165.4 | 49.8 | 60.9 | 77.4 | 109.6 | |
| PGBIG2023.03 | 48.1 | 56.4 | 51.1 | 76 | 46.5 | 69.5 | 87.1 | 118.2 | 110.2 | 143.5 | 65.9 | 102.7 | 106.1 | 164.8 | 51.9 | 64.3 | 76.9 | 110.3 | |
| MSRGCN2023.03 | 52.7 | 63 | 52.5 | 77.1 | 49.5 | 71.6 | 88.6 | 117.6 | 116.3 | 147.2 | 68.3 | 104.4 | 116.3 | 174.3 | 52.9 | 65.9 | 81.1 | 114.2 | |
| Traj-GCN2023.03 | 54.1 | 59.8 | 53.4 | 77.8 | 50.7 | 72.6 | 91.6 | 121.5 | 115.4 | 148.8 | 69.2 | 103.1 | 114.5 | 173 | 55 | 65.6 | 81.6 | 114.3 | |
| DMGNN2023.03 | 71.4 | 85.8 | 58.1 | 86.7 | 50.9 | 72.2 | 81.9 | 138.3 | 144.5 | 170.5 | 71.3 | 108.4 | 125.5 | 188.2 | 70.5 | 86.9 | 93.6 | 127.6 | |
| Res-Sup.2023.03 | 81.7 | 100.7 | 79.9 | 100.2 | 94.8 | 137.4 | 121.3 | 161.7 | 156.3 | 184.3 | 143.9 | 186.8 | 165.4 | 236.8 | 173.6 | 202.3 | 129.2 | 165 |