Autoregressive Super-resolution on PF100 20 → 100 Cahn-Hilliard phase-field (test)
0.64RL2FNO
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FNOEnhancement Method=None, Backbone=FNO2026.04 | 0.64 | 0.6 | 0 | |
| DM-UNOEnhancement Method=Diffusion, Backbone=UNO, Size (NO + Decoder)=6.38M + 1.44M2026.04 | 0.54 | 0.63 | 0 | |
| DM-FNOEnhancement Method=Diffusion, Backbone=FNO, Size (NO + Decoder)=6.33M + 1.44M2026.04 | 0.5 | 0.65 | 0 | |
| MENO-UNOEnhancement Method=MeanFlow, Backbone=UNO, Size (NO + Decoder)=6.38M + 1.44M2026.04 | 0.29 | 0.82 | 0 | |
| MENO-FNOEnhancement Method=MeanFlow, Backbone=FNO, Size (NO + Decoder)=6.33M + 1.44M2026.04 | 0.21 | 0.86 | 0 |