Physical dynamics simulation on Spring
0.16MSETI-ODE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TI-ODEPred Len=122026.04 | 0.16 | 3.16 | |
| CSG-ODEPred Len=122026.04 | 0.23 | 3.79 | |
| TI-ODEPred Len=242026.04 | 0.3 | 4.36 | |
| PG-ODEPred Len=122026.04 | 0.32 | 4.4 | |
| TTS-AMPPred Len=122026.04 | 0.41 | 4.54 | |
| CG-ODEPred Len=122026.04 | 0.45 | 5.39 | |
| CSG-ODEPred Len=242026.04 | 0.45 | 5.41 | |
| T&S-AMPPred Len=122026.04 | 0.46 | 4.83 | |
| AGCRNPred Len=122026.04 | 0.48 | 4.65 | |
| GraphWaveNetPred Len=122026.04 | 0.5 | 5.05 | |
| PG-ODEPred Len=242026.04 | 0.51 | 5.64 | |
| LG-ODEPred Len=122026.04 | 0.58 | 5.84 | |
| DCRNNPred Len=122026.04 | 0.62 | 5.35 | |
| GraphWaveNetPred Len=242026.04 | 0.63 | 5.64 | |
| TTS-AMPPred Len=242026.04 | 0.63 | 5.67 | |
| CG-ODEPred Len=242026.04 | 0.7 | 6.55 | |
| T&S-AMPPred Len=242026.04 | 0.72 | 6.01 | |
| AGCRNPred Len=242026.04 | 0.74 | 5.74 | |
| DCRNNPred Len=242026.04 | 1.02 | 8.35 | |
| LG-ODEPred Len=242026.04 | 1.02 | 7.8 | |
| Edge-GNNPred Len=122026.04 | 1.06 | 7.61 | |
| Latent-ODEPred Len=122026.04 | 1.32 | 8.54 | |
| Edge-GNNPred Len=242026.04 | 2.42 | 11.97 | |
| Latent-ODEPred Len=242026.04 | 3.48 | 13.74 |