3D Human Motion Prediction on Human3.6M S5 (test)
41.3Average MPJPE (560ms)GCNext
Evaluation Results
| Method | Links | ||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| GCNextEvaluation Protocol=Average error over all frames2023.12 | 41.3 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 64.7 | 6.9 | 12.7 | 24.7 | 30.5 | 50.7 | 59 | |
| MotionMixerVenue=IJCAI'22, Evaluation Protocol=Average error over all frames2023.12 | 46.1 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 71.6 | 9 | 13.2 | 26.9 | 33.6 | 56.5 | 65.7 | |
| GAGCNVenue=CVPR'22, Evaluation Protocol=Average error over all frames2023.12 | 50 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 72.9 | 10.1 | 16.9 | 32.5 | 38.5 | — | — | |
| STSGCNVenue=ICCV'21, Evaluation Protocol=Average error over all frames2023.12 | 50.8 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 75.6 | 10.1 | 17.1 | 33.1 | 38.3 | 60.1 | 68.9 | |
| GCNextEvaluation Protocol=Evaluated at each frame2023.12 | 74.7 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 108.7 | 9.3 | 21.5 | 45.5 | 56.4 | 88.9 | 100.8 | |
| AuxFormer2023.08 | 75.3 | 43.8 | 52 | 42 | 63 | 77.6 | 102.3 | 110.5 | 141.6 | 91.6 | 137.1 | 103.3 | 133.3 | 47.3 | 58.8 | 107 | — | — | — | — | — | — | |
| siMLPeVenue=WACV'23, Evaluation Protocol=Evaluated at each frame2023.12 | 75.7 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 109.4 | 9.6 | 21.7 | 46.3 | 57.3 | 90.1 | 101.8 | |
| PGBIGVenue=CVPR'22, Evaluation Protocol=Evaluated at each frame2023.12 | 76.3 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 109.7 | 10.6 | 23.1 | 47.1 | 57.9 | 90.7 | 102.4 | |
| PGBIG2023.08 | 76.9 | 48.1 | 56.4 | 46.5 | 69.5 | 87.1 | 118.2 | 110.2 | 143.5 | 106.1 | 164.8 | 104.7 | 139.8 | 51.9 | 64.3 | 110.3 | — | — | — | — | — | — | |
| HisRepVenue=ECCV'20, Evaluation Protocol=Evaluated at each frame2023.12 | 77.3 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 112.1 | 10.4 | 22.6 | 47.1 | 58.3 | 91.8 | 104.1 | |
| SPGSN2023.08 | 77.4 | 46.9 | 53.6 | 46.7 | 68.6 | 89.7 | 118.6 | 111 | 143.2 | 110.3 | 165.4 | 102.4 | 138 | 49.8 | 60.9 | 109.6 | — | — | — | — | — | — | |
| LTDVenue=ICCV'19, Evaluation Protocol=Evaluated at each frame2023.12 | 78.3 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 114 | 11.2 | 23.4 | 47.9 | 58.9 | 93.3 | 106 | |
| MSR-GCNVenue=ICCV'21, Evaluation Protocol=Evaluated at each frame2023.12 | 80 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 112.9 | 11.3 | 24.3 | 50.8 | 61.9 | — | — | |
| MSRGCN2023.08 | 81.1 | 52.7 | 63 | 49.5 | 71.6 | 88.6 | 117.6 | 116.3 | 147.2 | 116.3 | 174.3 | 111.9 | 148.2 | 52.9 | 65.9 | 114.2 | — | — | — | — | — | — | |
| Traj-GCN2023.08 | 81.6 | 54.1 | 59.8 | 50.7 | 72.6 | 91.6 | 121.5 | 115.4 | 148.8 | 114.5 | 173 | 111.9 | 148.9 | 55 | 65.6 | 114.3 | — | — | — | — | — | — | |
| DMGNN2023.08 | 93.6 | 71.4 | 85.8 | 50.9 | 72.2 | 81.9 | 138.3 | 144.5 | 170.5 | 125.5 | 188.2 | 183.2 | 210.2 | 70.5 | 86.9 | 127.6 | — | — | — | — | — | — | |
| Res-Sup.2023.08 | 129.2 | 81.7 | 100.7 | 94.8 | 137.4 | 121.3 | 161.7 | 156.3 | 184.3 | 165.7 | 236.8 | 173.6 | 202.3 | 94.5 | 110.5 | 165 | — | — | — | — | — | — |