Topology Optimization Out-of-Distribution
5.05CE (%)REPA-P
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| REPA-PArchitecture=U-Net, Baseline=PIDM2026.05 | 5.05 | 0.0049 | |
| REPA-PBackbone=DiT2026.05 | 5.32 | 0.0013 | |
| PIDMArchitecture=U-Net2026.05 | 7.93 | 0.0051 | |
| REPA-PArchitecture=U-Net, Baseline=PG-Diffusion2026.05 | 8.21 | 0.0063 | |
| REPA-PArchitecture=U-Net, Baseline=DiffusionPDE2026.05 | 9.93 | 0.0072 | |
| PIDMBackbone=DiT2026.05 | 10.11 | 0.0014 | |
| REPA-PArchitecture=U-Net, Baseline=CoCoGen2026.05 | 10.82 | 0.0081 | |
| PG-DiffusionArchitecture=U-Net2026.05 | 13.45 | 0.0076 | |
| CoCoGenArchitecture=U-Net2026.05 | 17.34 | 0.019 | |
| DiffusionPDEArchitecture=U-Net2026.05 | 19.58 | 0.0097 |