Dynamical systems reconstruction on 2D Navier-Stokes (train)
1.02In-t Prediction ErrorDINo
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DINoSample size=25%2026.06 | 1.02 | 4.504 | |
| DINoSample size=5%2026.06 | 1.029 | 1.655 | |
| I-MP-PDESample size=50%2026.06 | 1.17 | 5.013 | |
| I-MP-PDESample size=25%2026.06 | 3.135 | 7.245 | |
| OnlyDenseSample size=50%2026.06 | 3.256 | 8.193 | |
| OnlyDenseSample size=25%2026.06 | 3.258 | 8.142 | |
| DeepONetSample size=5%2026.06 | 3.33 | 7.37 | |
| OnlyDenseSample size=5%2026.06 | 3.578 | 8.494 | |
| SIRENSample size=50%2026.06 | 4.995 | 6.841 | |
| SIRENSample size=25%2026.06 | 5.18 | 2.175 | |
| DeepONetSample size=50%2026.06 | 6.541 | 4.311 | |
| I-MP-PDESample size=5%2026.06 | 8.154 | 8.166 | |
| DINoSample size=50%2026.06 | 8.677 | 2.962 | |
| SIRENSample size=5%2026.06 | 8.741 | 1.767 | |
| DeepONetSample size=25%2026.06 | 9.016 | 5.936 |