Domain Generalization Performance Ranking on Aggregate (AMOS, BraTS, CoW, HVSMR, PanDG, Prostate)
1.5Average RankDropGen
Evaluation results
| Method | Links | |
|---|---|---|
| DropGenArchitecture=UNet2026.04 | 1.5 | |
| GIN+IPAArchitecture=UNet2026.04 | 2.5 | |
| RSCArchitecture=UNet2026.04 | 4.3 | |
| CutOutArchitecture=UNet2026.04 | 5 | |
| DSBNArchitecture=UNet2026.04 | 5.2 | |
| MixUpArchitecture=UNet2026.04 | 5.5 | |
| GINArchitecture=UNet2026.04 | 7.2 | |
| MixStyleArchitecture=UNet2026.04 | 7.7 | |
| ERMArchitecture=UNet2026.04 | 8 | |
| nnUNetArchitecture=UNet2026.04 | 8 |