Spatiotemporal Dynamics Prediction on MoCap Run
0.023FMSE (5 steps)GraMO
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| GraMO2026.06 | 0.023 | 0.067 | 0.164 | 0.387 | 0.161 | |
| NS-EGNN2026.06 | 0.033 | 0.187 | 0.584 | 1.226 | 0.508 | |
| ESTAG2026.06 | 0.041 | 0.25 | 0.771 | 1.767 | 0.707 | |
| STGCN2026.06 | 0.131 | 0.582 | 1.101 | 1.508 | 0.831 | |
| ST-SE(3)TR2026.06 | 0.28 | 0.7 | 1.165 | 1.732 | 0.969 | |
| ST-TFN2026.06 | 0.396 | 0.796 | 1.708 | 2.086 | 1.246 | |
| ST-EGNN2026.06 | 0.444 | 1.082 | 2.375 | 3.784 | 1.921 | |
| AGL-STAN2026.06 | 0.511 | 0.628 | 0.648 | 0.831 | 0.654 | |
| ST-GNN2026.06 | 0.56 | 1.16 | 1.538 | 1.779 | 1.259 | |
| EqMotion2026.06 | 12.074 | 15.299 | 21.074 | 18.604 | 16.763 |