notesum.ai

Published at December 10

BiMediX2: Bio-Medical EXpert LMM for Diverse Medical Modalities

cs.CV

Released Date: December 10, 2024

Authors: Sahal Shaji Mullappilly¹, Mohammed Irfan Kurpath, Sara Pieri, Saeed Yahya Alseiari, Shanavas Cholakkal, Khaled Aldahmani, Fahad Khan, Rao Anwer, Salman Khan, Timothy Baldwin, Hisham Cholakkal

Aff.: ¹Mohamed Bin Zayed University of Artificial Intelligence

Arxiv: http://arxiv.org/pdf/2412.07769v1

Model	MTC	RS	RG	Rad	Oph	Path	Micro	UM	LLM+VLM	Bil (Ar)
LLaVA-pp (Rasheed et al. (2024))	\usym2713	\usym2713	\usym2717	\usym2717	\usym2717	\usym2717	\usym2717	\usym2713	\usym2717	\usym2717
MiniGPT-Med (Alkhaldi et al. (2024))	\usym2717	\usym2713	\usym2713	\usym2713	\usym2717	\usym2717	\usym2717	\usym2713	\usym2717	\usym2717
BioMedGPT (Zhang et al. (2024))	\usym2717	\usym2713	\usym2713	\usym2713	\usym2713	\usym2713	\usym2713	\usym2717	\usym2717	\usym2717
LLaVA-Med (Li et al. (2023))	\usym2713	\usym2713	\usym2713	\usym2713	\usym2713	\usym2713	\usym2713	\usym2713	\usym2717	\usym2717
Dragonfly VLM (Chen et al. (2024))	\usym2717	\usym2713	\usym2713	\usym2713	\usym2713	\usym2713	\usym2713	\usym2713	\usym2717	\usym2717
BiMediX2	\usym2713	\usym2713	\usym2713	\usym2713	\usym2713	\usym2713	\usym2713	\usym2713	\usym2713	\usym2713