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ResearchFormerly WizWand

Medical Visual Question Answering on (SLAKE, VQA-RAD, VQA-Med 2019/2020/2021)

43.42AccuracyF3OCUS
32.219235.127138.03540.9429Nov 17, 2024
Updated 8mo ago

Evaluation results

MethodLinks
F3OCUSArchitecture=BLIP, Resource Setting=Heterogeneous2024.1143.42
All adaptersArchitecture=BLIP, Resource Setting=Full2024.1143.36
All adaptersArchitecture=ViLT, Resource Setting=Full2024.1143.04
F3OCUSArchitecture=BLIP, Resource Setting=Homogeneous2024.1143.04
F3OCUSArchitecture=ViLT, Resource Setting=Homogeneous2024.1142.41
F3OCUSArchitecture=ViLT, Resource Setting=Heterogeneous2024.1141.8
F3OCUSArchitecture=LIAVA, Resource Setting=Heterogeneous2024.1140.06
All adaptersArchitecture=LIAVA, Resource Setting=Full2024.1140.02
F3OCUSArchitecture=LIAVA, Resource Setting=Homogeneous2024.1139.85
LNTKArchitecture=ViLT, Resource Setting=Homogeneous2024.1139.74
LNTKArchitecture=ViLT, Resource Setting=Heterogeneous2024.1139.24
FDArchitecture=ViLT, Resource Setting=Homogeneous2024.1133.54
FDArchitecture=ViLT, Resource Setting=Heterogeneous2024.1132.65