Glaucoma Detection on FairFundus Gender Partition (5 Fold Cross-Validation)
1.09DPDFairEnc
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| FairEncProtocol=5 Fold Cross-Validation Linear Probing2026.05 | 1.09 | 2.53 | 71.66 | 67.55 | 71.82 | 69.96 | 69.96 | |
| FairMoEProtocol=5 Fold Cross-Validation Linear Probing2026.05 | 1.14 | 2.56 | 71.58 | 68.26 | 72.14 | 69.6 | 69.6 | |
| CLIPProtocol=5 Fold Cross-Validation Linear Probing2026.05 | 2.18 | 3.31 | 75.14 | 70.44 | 76.01 | 72.88 | 72.88 | |
| JTT CLIPProtocol=5 Fold Cross-Validation Linear Probing2026.05 | 2.22 | 3.19 | 75.02 | 71.81 | 75.06 | 73.65 | 73.65 | |
| Robust FairCLIPProtocol=5 Fold Cross-Validation Linear Probing2026.05 | 2.5 | 4.58 | 74.32 | 70.25 | 75.07 | 72.45 | 72.45 | |
| FairCLIPProtocol=5 Fold Cross-Validation Linear Probing2026.05 | 2.55 | 4.89 | 75.08 | 71.42 | 73.78 | 74.63 | 73.78 |