Optic Disc and Cup Segmentation on PAPILA Zero-shot 488 samples
61.53Dice (Cup)TransUNet
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| TransUNetMode=Zero-shot2026.04 | 61.53 | 81.85 | 26.71 | 18.15 | 22.6 | 14.41 | 30.7 | |
| NPS-NetMode=Zero-shot2026.04 | 60.63 | 94.38 | 25.33 | 2.78 | 17.22 | 10.59 | 50.4 | |
| BEALMode=Zero-shot2026.04 | 51.62 | 76.69 | 33.63 | 23.51 | 33.93 | 20.18 | 16.3 | |
| DoFEMode=Zero-shot2026.04 | 51.58 | 82.78 | 34.09 | 16.81 | 29.45 | 17.55 | 25 | |
| Polar UNetMode=Zero-shot2026.04 | 49.37 | 73.16 | 33.69 | 24.93 | 29.24 | 18.47 | 8.5 | |
| Attn-UNetMode=Zero-shot2026.04 | 40.23 | 42.32 | 27.01 | 54.88 | 26.94 | 23.49 | 7.4 | |
| UNetMode=Zero-shot2026.04 | 37.86 | 41.99 | 28.84 | 55.86 | 24.04 | 23.22 | 4.3 | |
| ResUNetMode=Zero-shot2026.04 | 32.22 | 36.4 | 29.4 | 62.79 | 26.89 | 23.47 | 3 |