Medical Visual Question Answering (Free-text) on PathVQA OOD
62.3AccuracyMedVR
Evaluation Results
| Method | Links | |
|---|---|---|
| MedVRModel Category=Medical-Specific VLMs, Evaluation Protocol=Out-of-domain, Backbone=Qwen2.5-VL-7B2026.04 | 62.3 | |
| Lingshu-7BModel Category=Medical-Specific VLMs, Evaluation Protocol=Out-of-domain2026.04 | 61.9 | |
| MedGemma-4BModel Category=Medical-Specific VLMs, Evaluation Protocol=Out-of-domain2026.04 | 48.8 | |
| InternVL3-8BModel Category=General-Purpose VLMs, Evaluation Protocol=Out-of-domain2026.04 | 48.6 | |
| InternVL3-14BModel Category=General-Purpose VLMs, Evaluation Protocol=Out-of-domain2026.04 | 48 | |
| HuatuoGPT-V-7BModel Category=Medical-Specific VLMs, Evaluation Protocol=Out-of-domain2026.04 | 48 | |
| Qwen2.5-VL-7BModel Category=General-Purpose VLMs, Evaluation Protocol=Out-of-domain2026.04 | 44.1 | |
| InternVL2.5-8BModel Category=General-Purpose VLMs, Evaluation Protocol=Out-of-domain2026.04 | 42.1 | |
| Qwen2.5-VL-32BModel Category=General-Purpose VLMs, Evaluation Protocol=Out-of-domain2026.04 | 41.9 | |
| LLaVA-Med-7BModel Category=Medical-Specific VLMs, Evaluation Protocol=Out-of-domain2026.04 | 38.8 | |
| MedVLM-R1-2BModel Category=Medical-Specific VLMs, Evaluation Protocol=Out-of-domain2026.04 | 32.5 | |
| Med-R1-2BModel Category=Medical-Specific VLMs, Evaluation Protocol=Out-of-domain2026.04 | 15.3 |