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Visual Question Answering on MedXpertQA Pathology 90 samples

25.56AccuracyPathGen-LLaVA-13B
-1.02245.878812.7819.6812May 16, 2025
Updated 7mo ago

Evaluation results

MethodLinks
PathGen-LLaVA-13BModel Size=Large, Thinking Ability=Without2025.0525.56
LLaVA-Med-v1.5-Mistral-7BModel Size=Large, Thinking Ability=Without2025.0524.44
Patho-R1-3BModel Size=Small, Thinking Ability=With2025.0524.44
Qwen2.5VL-3BModel Size=Small, Thinking Ability=With2025.0523.33
InternVL2.5-8BModel Size=Large, Thinking Ability=With2025.0522.22
Patho-R1-7BModel Size=Large, Thinking Ability=With2025.0522
Llama-3.2V-11B-cotModel Size=Large, Thinking Ability=With2025.0521.11
DeepSeek-VL2-TinyModel Size=Small, Thinking Ability=With2025.0517.78
LLaVA-Onevision-7BModel Size=Large, Thinking Ability=With2025.0516.67
InternVL3-8BModel Size=Large, Thinking Ability=With2025.0515.56
Llama-3.2-11B-Vision-InstructModel Size=Large, Thinking Ability=With2025.0513.33
VILA1.5-3BModel Size=Small, Thinking Ability=Without2025.0512.22
Llama3.2-3B-vlModel Size=Small, Thinking Ability=Without2025.0512.22
HuatuoGPT-Vision-7BModel Size=Large, Thinking Ability=Without2025.0512.22
Qwen2.5VL-7BModel Size=Large, Thinking Ability=With2025.0512.22
InternVL2-8BModel Size=Large, Thinking Ability=With2025.0510
Quilt-LLaVA-v1.5-7BModel Size=Large, Thinking Ability=Without2025.057.78
Paligemma2-3b-pt-224Model Size=Small, Thinking Ability=Without2025.050