Trajectory Prediction on Spinodal decomposition PC trajectories (train)
0.166MAE (Mean)CVSFM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CVSFM2024.11 | 0.166 | 0.14 | 0.023 | 1.654 | |
| COT-SFM2024.11 | 0.202 | 0.348 | 0.034 | 11.422 | |
| Neural ODE2024.11 | 0.261 | 0.119 | 0.105 | 1.499 | |
| LSTM2024.11 | 0.355 | 0.212 | 0.038 | 2.071 | |
| CVSFM-Entropic2024.11 | 0.378 | 0.322 | 0.045 | 2.112 | |
| COT-SFM-Entropic2024.11 | 0.524 | 0.306 | 0.108 | 2.568 | |
| T-COT-SFM2024.11 | 0.636 | 0.279 | 0.235 | 2.331 | |
| T-COT-FM2024.11 | 0.899 | 0.37 | 0.163 | 3.47 |