Human Motion Prediction on Human3.6M (S5)
9.27Error (80ms)ZGL
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ZGLtext features=plain CLIP-L, M=4, injection=every-layer2026.06 | 9.27 | 20.6 | 45.14 | 56.32 | 75.15 | 109.96 | 32.83 | 92.56 | 52.74 | |
| DpNet2026.06 | 10.3 | 22.9 | 47.9 | 58.1 | 77 | 109.9 | 34.8 | 93.45 | 54.35 | |
| PGBIG2026.06 | 10.3 | 22.7 | 47.4 | 58.5 | 76.9 | 110.3 | 34.73 | 93.6 | 54.35 | |
| DSTD-GC2026.06 | 10.38 | 23.34 | 48.77 | 59.84 | 77.81 | 111.02 | 35.58 | 94.42 | 55.19 | |
| GuidanceReg2026.06 | 10.6 | 22.8 | 47.3 | 58.3 | 76.6 | 109.6 | 34.75 | 93.1 | 54.2 | |
| MSR-GCN2026.06 | 12.1 | 25.6 | 51.6 | 62.9 | 81.1 | 114.2 | 38.05 | 97.65 | 57.92 | |
| LTD/Traj-GCN2026.06 | 12.7 | 26.1 | 52.3 | 63.5 | 81.6 | 114.3 | 38.65 | 97.95 | 58.42 | |
| DMGNN2026.06 | 17 | 33.6 | 65.9 | 79.7 | 103 | 137.2 | 49.05 | 120.1 | 72.73 | |
| Res-sup2026.06 | 34.7 | 62 | 101.1 | 115.5 | 97.6 | 130.5 | 78.33 | 114.05 | 90.23 |