PDE regression on KS (test)
0.0023NMSE (Test)Ground-truth Augmentation
Evaluation results
| Method | Links | |
|---|---|---|
| Ground-truth Augmentation# Data=2^92024.10 | 0.0023 | |
| Learning Infinitesimal Generators# Data=2^92024.10 | 0.0061 | |
| No Augmentation# Data=2^92024.10 | 0.0069 | |
| Ground-truth Augmentation# Data=2^72024.10 | 0.0241 | |
| Learning Infinitesimal Generators# Data=2^72024.10 | 0.0422 | |
| No Augmentation# Data=2^72024.10 | 0.324 | |
| Ground-truth Augmentation# Data=2^52024.10 | 1.14 | |
| Learning Infinitesimal Generators# Data=2^52024.10 | 1.37 | |
| No Augmentation# Data=2^52024.10 | 5.78 |