Fundus Image Segmentation on Drishti-GS to RIM-ONE-r3
83.81Dice (Optic Cup)Upper bound
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Upper boundadaptation_setting=fully supervised training on target dataset2023.08 | 83.81 | 96.61 | 90.21 | 6.92 | 2.96 | 4.94 | |
| CPRadaptation_setting=source-free unsupervised domain adaptation2023.08 | 75.02 | 95.03 | 85.03 | 9.84 | 4.32 | 7.08 | |
| FSMadaptation_setting=source-free unsupervised domain adaptation2023.08 | 74.34 | 91.41 | 82.88 | 14.52 | 10.3 | 12.41 | |
| U-D4Radaptation_setting=source-free unsupervised domain adaptation2023.08 | 73.48 | 93.18 | 83.33 | 10.18 | 6.15 | 8.16 | |
| DPLadaptation_setting=source-free unsupervised domain adaptation2023.08 | 71.7 | 92.52 | 82.11 | 12.49 | 7.34 | 9.92 | |
| W/o adaptationadaptation_setting=direct evaluation of source model on target2023.08 | 70.84 | 89.94 | 80.39 | 13.44 | 10.76 | 12.1 |