Solving 2-D Burgers equation on 2-D Burgers Out-of-Distribution resolution 64^2 to 128^2 shift (test)
0.064OOD ErrorPACE-FNO + TTA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PACE-FNO + TTAinference_mode=TTA2026.05 | 0.064 | 4.4345 | |
| PACE-FNO (one-shot)inference_mode=one-shot2026.05 | 0.0755 | 0.1399 | |
| FNO+Augaugmentation=yes2026.05 | 0.2035 | 0.1045 | |
| FNO (no aug.)augmentation=none2026.05 | 0.6137 | 0.1244 | |
| GFNO2026.05 | 1.0131 | 0.7462 |