Reconstruction on Darcy Flow
38.41PSNRREPA-P
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| REPA-PArchitecture=U-Net, Baseline=PIDM2026.05 | 38.41 | 0.0142 | |
| REPA-PArchitecture=U-Net, Baseline=DiffusionPDE2026.05 | 37.98 | 0.0611 | |
| REPA-PBackbone=DiT2026.05 | 37.39 | 0.0378 | |
| REPA-PArchitecture=U-Net, Baseline=PG-Diffusion2026.05 | 37.24 | 0.065 | |
| REPA-PArchitecture=U-Net, Baseline=CoCoGen2026.05 | 37.05 | 0.0833 | |
| DiffusionPDEArchitecture=U-Net2026.05 | 36.49 | 0.0973 | |
| PIDMArchitecture=U-Net2026.05 | 36.23 | 0.0234 | |
| PG-DiffusionArchitecture=U-Net2026.05 | 35.89 | 0.1157 | |
| PIDMBackbone=DiT2026.05 | 35.34 | 0.0692 | |
| CoCoGenArchitecture=U-Net2026.05 | 34.47 | 0.1047 |