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Yes/No Question Answering on Quilt-VQA

75.8Accuracy

Patho-AgenticRAG

Updated 26d ago

Evaluation Results

Method	Links
Patho-AgenticRAG 2025.08		75.8
Llama3.2-3B-vl 2025.05		69.39
LLaVA-Med-v1.5-Mistral-7B 2025.05		67.35
Patho-R1-7B 2025.05		64.72
Patho-R1-7B 2025.08		64.72
Patho-R1-3B 2025.05		64.14
InternVL2-8B 2025.05		63.56
Llama-3.2-11B-Vision-Instruct 2025.05		63.27
Llama-3.2-11B-VI 2025.08		63.27
InternVL2-8B 2025.08		60.56
InternVL2.5-8B 2025.05		60.06
InternVL2.5-8B 2025.08		60.06
HuatuoGPT-Vision-7B 2025.05		59.18
Llama-3.2V-11B-cot 2025.05		54.81
Llama-3.2V-11B-cot 2025.08		54.81
Qwen2.5VL-7B 2025.05		52.19
Qwen2.5VL-7B 2025.08		52.19
PathGen-LLaVA-13B 2025.05		47.52
VILA1.5-3B 2025.05		46.65
DeepSeek-VL2-Tiny 2025.05		44.31
Qwen2.5VL-3B 2025.05		40.52
InternVL3-8B 2025.05		33.82
InternVL3-8B 2025.08		33.82
Paligemma2-3b-pt-224 2025.05		32.94
LLaVA-Onevision-7B 2025.05		24.2
LLaVA-Onevision-7B 2025.08		24.2
Quilt-LLaVA-v1.5-7B 2025.05		21.28