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ResearchFormerly WizWand

Medical Visual Question Answering (Free-text) on PathVQA OOD

62.3AccuracyMedVR
13.4226.1138.851.49Apr 9, 2026
Updated 7mo ago

Evaluation results

MethodLinks
MedVRModel Category=Medical-Specific VLMs, Evaluation Protocol=Out-of-domain, Backbone=Qwen2.5-VL-7B2026.0462.3
Lingshu-7BModel Category=Medical-Specific VLMs, Evaluation Protocol=Out-of-domain2026.0461.9
MedGemma-4BModel Category=Medical-Specific VLMs, Evaluation Protocol=Out-of-domain2026.0448.8
InternVL3-8BModel Category=General-Purpose VLMs, Evaluation Protocol=Out-of-domain2026.0448.6
InternVL3-14BModel Category=General-Purpose VLMs, Evaluation Protocol=Out-of-domain2026.0448
HuatuoGPT-V-7BModel Category=Medical-Specific VLMs, Evaluation Protocol=Out-of-domain2026.0448
Qwen2.5-VL-7BModel Category=General-Purpose VLMs, Evaluation Protocol=Out-of-domain2026.0444.1
InternVL2.5-8BModel Category=General-Purpose VLMs, Evaluation Protocol=Out-of-domain2026.0442.1
Qwen2.5-VL-32BModel Category=General-Purpose VLMs, Evaluation Protocol=Out-of-domain2026.0441.9
LLaVA-Med-7BModel Category=Medical-Specific VLMs, Evaluation Protocol=Out-of-domain2026.0438.8
MedVLM-R1-2BModel Category=Medical-Specific VLMs, Evaluation Protocol=Out-of-domain2026.0432.5
Med-R1-2BModel Category=Medical-Specific VLMs, Evaluation Protocol=Out-of-domain2026.0415.3