Velocity Reconstruction on Subcooled pool boiling (50 random snapshots)
0.695Vel. Relative L2 ErrorUNet
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| UNetCategory=Deterministic Models2026.05 | 0.695 | 0.849 | 3.171 | 0.149 | 0.501 | 0.775 | 0.128 | 0.969 | |
| HistoryFMCategory=Stochastic Models2026.05 | 0.713 | 0.923 | 3.074 | 0.29 | 0.51 | 1.002 | 0.192 | 1.086 | |
| HB-ARFMCategory=Stochastic Models2026.05 | 0.747 | 0.905 | 3.126 | 0.25 | 0.537 | 0.851 | 0.191 | 1.082 | |
| Flow MatchingCategory=Stochastic Models2026.05 | 0.758 | 1.019 | 3.463 | 0.186 | 0.546 | 1.024 | 0.161 | 1.059 | |
| FFNOCategory=Deterministic Models2026.05 | 0.827 | 1.062 | 3.474 | 0.481 | 0.586 | 0.847 | 0.457 | 1.197 | |
| DDPMCategory=Stochastic Models2026.05 | 0.969 | 1.529 | 4.634 | 0.369 | 0.696 | 1.244 | 0.175 | 1.248 | |
| DiffusionPDECategory=Stochastic Models2026.05 | 1.532 | 2.316 | 7.399 | 1.357 | 1.063 | 1.208 | 0.312 | 1.964 | |
| VE-SDECategory=Stochastic Models2026.05 | 1.939 | 2.51 | 8.175 | 0.606 | 1.394 | 1.764 | 0.747 | 6.127 | |
| PDEDiffCategory=Stochastic Models2026.05 | 10.579 | 14.005 | 16.108 | 7.444 | 4.979 | 12.563 | 9.177 | 11.661 |