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Medical Visual Question Answering on EchoVQA (test)

60.2Recall (Open-ended)parameter-efficient multi-level prompt framework
54.16855.73457.358.866May 22, 2026

Evaluation results

MethodLinks
parameter-efficient multi-level prompt frameworkParams=104M2026.0560.290.4
LLaVAParams=7B2026.055670.6
LLaVA-MedParams=7B2026.0555.582.2
LLaVA-TriParams=8B2026.0555.279.7
PeFoMedParams=33M, Configuration=LoRA2026.0554.486.9