Topology Optimization In-Distribution
4.17CE (%)REPA-P
Evaluation results
| Method | Links | ||
|---|---|---|---|
| REPA-PArchitecture=U-Net, Baseline=PIDM2026.05 | 4.17 | 0.0045 | |
| REPA-PBackbone=DiT2026.05 | 6.79 | 0.0013 | |
| REPA-PArchitecture=U-Net, Baseline=PG-Diffusion2026.05 | 7.49 | 0.0051 | |
| REPA-PArchitecture=U-Net, Baseline=DiffusionPDE2026.05 | 8.4 | 0.0062 | |
| PIDMArchitecture=U-Net2026.05 | 9.24 | 0.0052 | |
| REPA-PArchitecture=U-Net, Baseline=CoCoGen2026.05 | 11.26 | 0.0084 | |
| PIDMBackbone=DiT2026.05 | 14.93 | 0.0014 | |
| PG-DiffusionArchitecture=U-Net2026.05 | 15.57 | 0.0079 | |
| DiffusionPDEArchitecture=U-Net2026.05 | 17.62 | 0.0094 | |
| CoCoGenArchitecture=U-Net2026.05 | 20.16 | 0.023 |