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Visual Question Answering on PathMMU Tiny 1.0 (test)

72.4Overall Accuracy

CPath-Omni

Updated 4d ago

Evaluation Results

Method	Links
CPath-Omni 2024.12		72.4	74	76.6	69.8	65.9	75.7
Expert performance 2024.12		71.8	72.9	71.5	69	68.3	78.9
Expert Performance 2026.01		71.8	72.9	71.5	69	68.3	78.9
Patho-R1-7B 2026.01		69.53	72.24	67.89	75.29	81.73	44.63
PathReasoner-R1-7B 2026.01		67.7	69.39	68.08	70.98	73.55	56.49
PathReasoner-SFT-7B 2026.01		61.19	65.83	63.4	66.66	64.9	45.19
PathGen-LLaVA 2024.12		60.1	60.1	60.9	60.8	63.5	54.2
HuatuoGPT-Vision-7B 2026.01		58.21	61.92	58.72	60	65.87	40.11
InternVL3.5-8B 2026.01		55.4	57.65	60.55	54.9	58.17	42.94
GPT-4V-1106 2024.12		53.9	59.4	58.7	60.4	48.1	36.2
Qwen-VL-MAX 2024.12		49.2	53	53.6	52.2	51.4	30.5
SlideChat-7B 2026.01		46.01	53.38	45.41	47.06	49.04	29.94
MedVLThinker-7B 2026.01		46.01	53.38	45.41	47.06	49.04	29.94
Quilt-LLaVA 2024.12		45.6	47.3	46.4	51.8	46.2	32.2
WSI-LLaVA-7B 2026.01		44.83	51	46	46.67	50	28.5
Gemini Pro Vision 2024.12		42.8	43.8	42.4	43.5	49.5	32.8
Qwen3-VL-8B-Thinking 2026.01		41.88	44.84	40.83	49.41	44.23	24.86
LLaVA-1.5-13B 2024.12		38.8	44.5	40.4	34.1	47.1	24.9
InstructBLIP-FLAN-T5-XXL 2024.12		34.3	39.1	33.6	34.5	38.5	22.6
Quilt-LLaVA-7B 2026.01		33.98	37.01	32.57	38.43	42.79	14.12
MedGemma-4B-IT 2026.01		26.65	28.8	31.1	29.1	33.15	8.05
LLaVA-Med 2024.12		25.3	28.5	28.9	22.7	22.6	22.6
LLaVA-Med-7B 2026.01		23.79	31.32	18.35	21.18	31.25	13.56
Qwen3-VL-8B-Instruct 2026.01		20.9	24.56	22.48	21.57	25	7.34