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Medical Visual Question Answering on Med-HallMark

55.11BertScoremPLUG-Owl2
32.448438.331744.21550.0983Jun 14, 2024

Evaluation results

MethodLinks
mPLUG-Owl22024.0655.1129.3922.258.3819.773.430.524
LLaVA1.5-7b2024.0654.8928.3323.529.321.164.60.5328
LLaVA1.5-13b2024.0652.8225.9821.528.219.384.180.5123
BLIP22024.0647.9716.1518.986.0317.133.460.5227
XrayGPT2024.0644.41410.661.179.890.370.362
RadFM2024.0643.8411.8111.312.1610.681.550.5632
mini-gpt42024.0642.9312.9311.141.610.190.390.389
LLaVA-MedProtocol=Slake-Finetuned2024.0636.678.89.171.49.10.030.5935
InstructBLIP13b2024.0636.027.596.130.585.3210.5834
InstructBLIP2024.0635.997.476.080.595.31.030.5734
LLaVA-MedProtocol=Rad-Finetuned2024.0635.256.916.341.496.090.540.5732
LLaVA-MedProtocol=Pathvqa-Finetuned2024.0633.323.272.850.582.680.060.5935