Harvard-FairVLMed
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Medical Image Classification | Harvard-FairVLMed Linear Probing (test) | Overall F1 Score69.04 | 24 | |
| Glaucoma Detection | Harvard-FairVLMed | DPD1.35 | 12 | |
| Medical Visual Question Answering | Harvard-FairVLMed | Accuracy88.43 | 11 | |
| Vision-Language Medical Classification | Harvard-FairVLMed Language (test) | F1 Score (Overall)67.75 | 6 | |
| Vision-Language Medical Classification | Harvard-FairVLMed Ethnicity (test) | F1 Score67.75 | 6 | |
| Vision-Language Medical Classification | Harvard-FairVLMed Gender (test) | F167.75 | 6 | |
| Vision-Language Medical Classification | Harvard-FairVLMed Race (test) | F167.75 | 6 | |
| Glaucoma Detection | Harvard-FairVLMed (test) | AUC0.72 | 4 |
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