Trajectory prediction on Spinodal decomposition PC trajectories (test)
0.188Mean Absolute Error (MAE)CVSFM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CVSFM2024.11 | 0.188 | 0.147 | 0.039 | 1.284 | |
| COT-SFM2024.11 | 0.218 | 0.489 | 0.033 | 11.649 | |
| Neural ODE2024.11 | 0.264 | 0.129 | 0.116 | 1.4 | |
| LSTM2024.11 | 0.358 | 0.331 | 0.045 | 1.648 | |
| CVSFM-Entropic2024.11 | 0.388 | 0.32 | 0.044 | 2.032 | |
| COT-SFM-Entropic2024.11 | 0.531 | 0.307 | 0.11 | 2.012 | |
| T-COT-SFM2024.11 | 0.637 | 0.282 | 0.194 | 2.335 | |
| T-COT-FM2024.11 | 0.901 | 0.365 | 0.161 | 2.639 |