Dermoscopy Visual Question Answering on HAM10000
19.56Gender Accuracy (ES)FairLLaVA-All
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| FairLLaVA-All2026.03 | 19.56 | 7.06 | 16.33 | 2.63 | 12.17 | 9.07 | |
| LLaVA2026.03 | 14.12 | 6.81 | 14.53 | 2.02 | 10.43 | 9.15 | |
| Resampling-All2026.03 | 11.83 | 6.24 | 10.37 | 2.19 | 6.55 | 7.03 | |
| Reweighting-All2026.03 | 11.52 | 6.25 | 12.89 | 1.69 | 2.97 | 6.61 |