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Medical Visual Question Answering on SLAKE closed-end

92.39Accuracy

MEDALIGN

Updated 1mo ago

Evaluation Results

Method	Links
MEDALIGN 2025.12		92.39
AVISC 2025.12		91.27
Nucleus 2025.12		90.42
Greedy 2025.12		90.14
Beam 2025.12		90.14
OPERA 2025.12		90.14
PAI 2025.12		90.14
DoLa 2025.12		89.86
M3ID 2025.12		89.86
VCD 2025.12		89.58
DAMRO 2025.12		89.58
PAI 2025.12		89.01
MEDALIGN 2025.12		89.01
Greedy 2025.12		88.45
Beam 2025.12		88.45
DoLa 2025.12		88.45
OPERA 2025.12		88.45
Phi3.5V-Med 2025.12		88.19
Phi3.5V-Med 2025.12		88.19
Phi3.5V-Med 2025.12		88.19
V2T-COT(Phi2) 2025.06		87.61
Phi3.5V-Med 2025.12		87.4
AVISC 2025.12		87.32
M3ID 2025.12		87.04
BiomedGPT-M 2025.06		86.8
Nucleus 2025.12		86.76
VCD 2025.12		86.76
DAMRO 2025.12		86.76
Phi3.5V-Med 2025.12		86.61
V2T-COT (Stablelm) 2025.06		86.48
MedThink 2025.06		86.3
LLaVA-Med(LLama) 2025.06		85.34
LLaVA-Med 2024.04		85.3
Med-MoE 2025.06		83.41
LLaVA-Med(Phi2) 2025.06		83.29
LLaVA-Med(Vicuna) 2025.06		83.17
PubMedCLIP 2025.06		82.5
Prefix T. Medical LM 2025.06		82.01
GPT-4o 2025.12		74.8
HuatuoV-34B 2025.12		74.02
Gemini Pro 2025.06		72.6
MOVA 2024.04		68.8
Phi3.5V-Med 2025.12		65.35
LLaVA-1.5 2024.04		63.7
LLAVA 2025.06		63.22
Qwen-VL-7B 2025.12		61.42
Phi3.5V-Med 2025.12		61.42
Phi3.5V-Med 2025.12		61.42
Phi3.5V-Med 2025.12		61.42
Phi3.5V-Med 2025.12		59.84
LLaVA-Med-7B 2025.12		55.12
LLaVA-Med 2024.04		54.6
LLaVA-1.6-7B 2025.12		53.54
Phi3.5V-4.2B 2025.12		53.54