Optic Disc and Cup Segmentation on DRISHTI-GS + REFUGE (combined test)
86.03Dice (Cup)UNet
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| UNetevaluation_mode=zero-shot, domain=cross-domain2026.04 | 86.03 | 90.65 | 7.65 | 6.3 | 8.58 | 6.42 | 61.3 | |
| TransUNetevaluation_mode=zero-shot, domain=cross-domain2026.04 | 85.65 | 85.36 | 8.14 | 11.82 | 11.58 | 7.8 | 57.17 | |
| NPS-Netevaluation_mode=zero-shot, domain=cross-domain2026.04 | 85.63 | 90.77 | 7.54 | 6.08 | 6.36 | 5.31 | 68.56 | |
| BEALevaluation_mode=zero-shot, domain=cross-domain2026.04 | 85.3 | 81.54 | 8.06 | 16.63 | 14.4 | 9.51 | 47.94 | |
| Attn-UNetevaluation_mode=zero-shot, domain=cross-domain2026.04 | 85.12 | 89.97 | 8.21 | 6.78 | 7.44 | 5.79 | 61.08 | |
| ResUNetevaluation_mode=zero-shot, domain=cross-domain2026.04 | 84.97 | 91.32 | 8.73 | 5.08 | 6.92 | 5.35 | 63.72 | |
| DoFEevaluation_mode=zero-shot, domain=cross-domain2026.04 | 84.61 | 85.83 | 9.3 | 12.03 | 13.44 | 8.2 | 52.22 | |
| Polar UNetevaluation_mode=zero-shot, domain=cross-domain2026.04 | 81.66 | 93.49 | 11.66 | 2.69 | 8.59 | 6.25 | 65.95 |