Medical Visual Question Answering on SLAKE (ECE, AUC)
14.06ECEMS-FBI
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MS-FBIModel=MedVLM-R12026.06 | 14.06 | 55.62 | |
| Top-KModel=MedVLM-R12026.06 | 16.76 | 60.59 | |
| MS-FBIModel=Llava-NeXT-7B2026.06 | 19.52 | 55.73 | |
| MS-FBIModel=Molmo-7B2026.06 | 20.22 | 51.25 | |
| VanillaModel=Molmo-7B2026.06 | 26.87 | 54.45 | |
| MS-FBIModel=Llava-1.5-med-7B2026.06 | 29 | 52.7 | |
| PunishModel=Molmo-7B2026.06 | 29.35 | 50.19 | |
| VanillaModel=MedVLM-R12026.06 | 30.46 | 44.81 | |
| PunishModel=MedVLM-R12026.06 | 33.44 | 42.38 | |
| Top-KModel=Llava-NeXT-7B2026.06 | 36.88 | 53.25 | |
| VanillaModel=Llava-NeXT-7B2026.06 | 37 | 57.48 | |
| PunishModel=Llava-NeXT-7B2026.06 | 37.04 | 56.65 | |
| Top-KModel=Llava-1.5-med-7B2026.06 | 41.69 | 50 | |
| PunishModel=Llava-1.5-med-7B2026.06 | 42.43 | 49.55 | |
| VanillaModel=Llava-1.5-med-7B2026.06 | 45.7 | 49.36 | |
| Top-KModel=Molmo-7B2026.06 | 48.71 | 39.48 |