Glaucoma Detection on FairFundus Age Partition (5 Fold Cross-Validation)
1.91DPDFairEnc
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| FairEncProtocol=5 Fold Cross-Validation Linear Probing2026.05 | 1.91 | 6.5 | 71.66 | 61.15 | 73.48 | 66.55 | 68.92 | 66.55 | |
| FairMoEProtocol=5 Fold Cross-Validation Linear Probing2026.05 | 2.52 | 8.06 | 71.58 | 61.64 | 72.68 | 69.86 | 66.5 | 66.5 | |
| JTT CLIPProtocol=5 Fold Cross-Validation Linear Probing2026.05 | 2.83 | 9.84 | 75.02 | 64.65 | 76.78 | 71.2 | 72.29 | 71.2 | |
| Robust FairCLIPProtocol=5 Fold Cross-Validation Linear Probing2026.05 | 2.93 | 10.19 | 74.32 | 64.97 | 77.7 | 73.03 | 70.16 | 70.16 | |
| FairCLIPProtocol=5 Fold Cross-Validation Linear Probing2026.05 | 3.15 | 14.62 | 75.08 | 64.72 | 78.43 | 72.7 | 71.05 | 71.05 | |
| CLIPProtocol=5 Fold Cross-Validation Linear Probing2026.05 | 4.15 | 9.72 | 75.14 | 65.33 | 80.97 | 71 | 71.79 | 71 |