Fundus Image Segmentation on REFUGE to Drishti-GS
89.63Dice (Optic cup)Upper bound
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Upper boundadaptation_setting=fully supervised training on target dataset2023.08 | 89.63 | 96.8 | 93.22 | 6.65 | 3.55 | 5.1 | |
| CPRadaptation_setting=source-free unsupervised domain adaptation2023.08 | 84.49 | 96.16 | 90.32 | 10.19 | 4.23 | 7.21 | |
| DPLadaptation_setting=source-free unsupervised domain adaptation2023.08 | 82.04 | 95.27 | 88.65 | 12.14 | 5.32 | 8.73 | |
| U-D4Radaptation_setting=source-free unsupervised domain adaptation2023.08 | 81.82 | 95.98 | 88.9 | 12.21 | 4.45 | 8.33 | |
| W/o adaptationadaptation_setting=direct evaluation of source model on target2023.08 | 79.8 | 93.89 | 86.84 | 13.25 | 6.7 | 9.97 | |
| FSMadaptation_setting=source-free unsupervised domain adaptation2023.08 | 79.3 | 94.34 | 86.82 | 13.79 | 5.95 | 9.87 |