Medical Visual Question Answering on SLAKE 12
88.4F1RadGrounder
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| RadGrounderTraining Data=Report, VQA, Slake, VQA-RAD, Detect., Vision Encoder=Unfreeze finet. SL.2026.06 | 88.4 | 88.9 | 89.9 | 90.8 | |
| RadGrounderTraining Data=Report, VQA, Slake, VQA-RAD, Detect., Vision Encoder=Frozen SigLIP (adapted)2026.06 | 87.7 | 88.1 | 88.8 | 90.3 | |
| RadGrounderTraining Data=Report, VQA, Slake, VQA-RAD, Detect., Vision Encoder=Unfreeze orig. SL.2026.06 | 87.6 | 88.2 | 88.6 | 91.7 | |
| RadGrounderTraining Data=Report, VQA, Slake, VQA-RAD2026.06 | 87.2 | 87.6 | 88.8 | 90.8 | |
| RadGrounderTraining Data=Report, VQA, Detect.2026.06 | 86.9 | 87.6 | 87.8 | 88.4 | |
| RadGrounderTraining Data=Report, VQA, Slake, VQA-RAD, Detect.2026.06 | 86.4 | 86.9 | 87.3 | 89.6 | |
| BiomedGPT-B2026.06 | 85.2 | — | — | 89.9 | |
| RadFM (14B)Parameters=14B2026.06 | 84.4 | — | — | — | |
| Med-Gemini2026.06 | 75.8 | — | — | 84.8 | |
| MedG. (4B)Parameters=4B2026.06 | 72.3 | 63.3 | 54.9 | 87.6 | |
| Gemma 3 (4B)Parameters=4B2026.06 | 40.2 | 33.3 | 22.3 | 53 | |
| PaliG. 2 (3B)Parameters=3B2026.06 | 24.5 | 24.3 | 34.2 | 58.1 | |
| RadGrounderTraining Data=Report, VQA2026.06 | 19.2 | 20.3 | 31.9 | 63 | |
| RadGrounderTraining Data=Report, VQA, Segment2026.06 | 18.3 | 20.2 | 31.4 | 58.8 | |
| LLaVA-Med2026.06 | — | 87.1 | — | 86.8 |