Vessel Segmentation on OCTA-500 (target domain)
78.33DSCDiffusion-UDA
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Diffusion-UDAStage=Ours (Final), Description=Performance after iterative refinement2026.04 | 78.33 | 89.96 | 96.32 | 1.001 | |
| Diffusion-UDAStage=Ours (Iter-0), Description=Initial segmentation performance without co-optimization2026.04 | 69.02 | 85.95 | 94.6 | 2.301 | |
| DGSS2026.04 | 61.99 | — | — | — | |
| AADG*Implementation=Re-implemented with FIVES dataset augmentation2026.04 | 57.33 | 74.87 | 93.96 | 1.853 | |
| AADG2026.04 | 50.78 | — | — | — | |
| SFDA2026.04 | 20.65 | 56.23 | 91.43 | 5.623 | |
| BaselineDescription=Source-trained model directly applied to target domain2026.04 | 6.56 | 43.38 | 68.4 | 5.539 |