Multiple-choice Medical Visual Question Answering on PMC-VQA OOD
54.3AccuracyLingshu-7B
Evaluation results
| Method | Links | |
|---|---|---|
| Lingshu-7BModel Category=Medical-Specific VLMs, Evaluation Protocol=Out-of-domain2026.04 | 54.3 | |
| MedVRModel Category=Medical-Specific VLMs, Evaluation Protocol=Out-of-domain, Backbone=Qwen2.5-VL-7B2026.04 | 54.3 | |
| Qwen2.5-VL-32BModel Category=General-Purpose VLMs, Evaluation Protocol=Out-of-domain2026.04 | 54.1 | |
| InternVL3-14BModel Category=General-Purpose VLMs, Evaluation Protocol=Out-of-domain2026.04 | 54.1 | |
| InternVL3-8BModel Category=General-Purpose VLMs, Evaluation Protocol=Out-of-domain2026.04 | 53.8 | |
| HuatuoGPT-V-7BModel Category=Medical-Specific VLMs, Evaluation Protocol=Out-of-domain2026.04 | 53.3 | |
| InternVL2.5-8BModel Category=General-Purpose VLMs, Evaluation Protocol=Out-of-domain2026.04 | 51.3 | |
| Qwen2.5-VL-7BModel Category=General-Purpose VLMs, Evaluation Protocol=Out-of-domain2026.04 | 51.2 | |
| MedGemma-4BModel Category=Medical-Specific VLMs, Evaluation Protocol=Out-of-domain2026.04 | 49.9 | |
| MedVLM-R1-2BModel Category=Medical-Specific VLMs, Evaluation Protocol=Out-of-domain2026.04 | 47.5 | |
| Med-R1-2BModel Category=Medical-Specific VLMs, Evaluation Protocol=Out-of-domain2026.04 | 47.4 | |
| LLaVA-Med-7BModel Category=Medical-Specific VLMs, Evaluation Protocol=Out-of-domain2026.04 | 30.5 |