Spatiotemporal Dynamics Prediction on MoCap Walk
0.039FMSE (5ts)GraMO
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| GraMO2026.06 | 0.039 | 0.075 | 0.143 | 0.213 | 0.117 | |
| NS-EGNN2026.06 | 0.051 | 0.166 | 0.397 | 0.775 | 0.347 | |
| ESTAG2026.06 | 0.054 | 0.213 | 0.53 | 1.085 | 0.471 | |
| ST-SE(3)TR2026.06 | 0.146 | 0.376 | 0.76 | 1.119 | 0.6 | |
| ST-EGNN2026.06 | 0.188 | 0.591 | 1.14 | 2.097 | 1.004 | |
| ST-TFN2026.06 | 0.238 | 0.721 | 1.32 | 2.092 | 1.093 | |
| STGCN2026.06 | 0.302 | 0.828 | 1.516 | 1.988 | 1.159 | |
| ST-GNN2026.06 | 1.121 | 1.224 | 2.615 | 3.359 | 2.08 | |
| AGL-STAN2026.06 | 1.729 | 1.789 | 2.03 | 2.155 | 1.926 |