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Visual Question Answering on WSI-VQA

60.18Overall Accuracy

SlideChat

Updated 1mo ago

Evaluation Results

Method	Links
SlideChat 2024.10		60.18
SlideChat 2026.03		60.18
PathMem 2026.03		57.2
TC-SSA 2026.03		56.62
PathReasoner-R1-7B 2026.01		55.9
SlideChat-7B (Baseline) 2026.01		54.83
WSI-LLaVA 2026.03		54.6
MedDr 2024.10		54.36
MedDr 2026.03		54.36
MedDr 2024.10		50.95
MedVLThinker-7B 2026.01		49.13
WSI-VQA 2026.03		46.9
PathReasoner-SFT-7B 2026.01		46.36
Quilt-LLaVA 2024.10		44.43
Quilt-LLaVA 2026.03		44.43
Patho-R1-7B 2026.01		44.28
HuatuoGPT-Vision-7B 2026.01		43.24
WSI-LLaVA-7B 2026.01		42.05
MedGemma-4B-IT 2026.01		41.6
Qwen3-VL-8B-Instruct 2026.01		39.92
InternVL3.5-8B 2026.01		39.62
Qwen3-VL-8B-Thinking 2026.01		38.73
Quilt-LLaVA-7B 2026.01		38.14
Quilt-LLaVA 2024.10		35.4
Qwen2.5-VL-8B-Instruct 2026.01		33.43
GPT-4o 2024.10		30.41
GPT-4o 2026.03		30.41
LLaVA-Med-7B 2026.01		26.89
LLaVA-Med 2024.10		26.31
LLaVA-Med 2026.03		26.31
Random 2024.10		24.14
Random Baseline 2026.03		24.14
LLaVA-Med 2024.10		18.79
GPT-4 2024.10		18.6
GPT-4o 2024.10		14.03
Quilt-LLaVA 2026.03		13.2