Glaucoma Detection on Harvard-FairVLMed (test)
0.72AUCCMAC-MMD
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| CMAC-MMD2025.12 | 0.72 | — | — | 0.28 | 0.31 | 0.19 | 0.096 | |
| ERMDescription=Baseline2025.12 | 0.71 | 1.69 | 0.091 | 0.41 | 0.41 | 0.22 | 0.152 | |
| FairCLIP-RaceOptimization=Fairness for race only2025.12 | 0.67 | 4.72 | — | 0.39 | 0.43 | 0.24 | 0.114 | |
| FairCLIP-AllOptimization=All attributes sequentially (age, gender, race)2025.12 | 0.67 | 5.17 | — | 0.61 | 0.66 | 0.31 | 0.167 |