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ResearchFormerly WizWand

Medical Visual Question Answering on PathVQA Open

38.65AccuracyMEDALIGN
33.845235.092636.3437.5874Dec 21, 2025
Updated 8mo ago

Evaluation results

MethodLinks
MEDALIGNMed-LVLM=LLaVA-Med-1.5 + LoRA2025.1238.65
OPERAMed-LVLM=LLaVA-Med-1.5 + LoRA2025.1238.64
MEDALIGNMed-LVLM=HuatuoGPT-Vision + LoRA2025.1238.49
BeamMed-LVLM=LLaVA-Med-1.5 + LoRA2025.1238.32
GreedyMed-LVLM=LLaVA-Med-1.5 + LoRA2025.1237.98
DoLaMed-LVLM=LLaVA-Med-1.5 + LoRA2025.1237.95
PAIMed-LVLM=LLaVA-Med-1.5 + LoRA2025.1237.46
OPERAMed-LVLM=HuatuoGPT-Vision + LoRA2025.1237.4
BeamMed-LVLM=HuatuoGPT-Vision + LoRA2025.1237.16
GreedyMed-LVLM=HuatuoGPT-Vision + LoRA2025.1237.08
AVISCMed-LVLM=LLaVA-Med-1.5 + LoRA2025.1236.52
M3IDMed-LVLM=HuatuoGPT-Vision + LoRA2025.1235.93
DoLaMed-LVLM=HuatuoGPT-Vision + LoRA2025.1235.92
PAIMed-LVLM=HuatuoGPT-Vision + LoRA2025.1235.87
VCDMed-LVLM=LLaVA-Med-1.5 + LoRA2025.1235.76
DAMROMed-LVLM=LLaVA-Med-1.5 + LoRA2025.1235.76
M3IDMed-LVLM=LLaVA-Med-1.5 + LoRA2025.1235.53
AVISCMed-LVLM=HuatuoGPT-Vision + LoRA2025.1235.48
NucleusMed-LVLM=LLaVA-Med-1.5 + LoRA2025.1235.13
VCDMed-LVLM=HuatuoGPT-Vision + LoRA2025.1234.97
DAMROMed-LVLM=HuatuoGPT-Vision + LoRA2025.1234.97
NucleusMed-LVLM=HuatuoGPT-Vision + LoRA2025.1234.03