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Cell-Level Visual Question Answering on PBSBench Out of Domain

97Accuracy (T/F)

Quilt-LLaVA

Updated 1mo ago

Evaluation Results

Method	Links
Quilt-LLaVA 2026.04		97	39	4	11	9	13	58
PBS-VL 2026.04		97	96	24	34	35	38	70
PathGen-LLaVA 2026.04		96	78	8	19	14	19	59
DeepSeek-VL-7B 2026.04		94	59	0	7	3	4	51
GPT-4o 2026.04		86	93	9	28	10	15	65
Qwen2.5-VL-7B 2026.04		77	84	1	10	4	7	58
LLaVA-1.6-Mistral-7B 2026.04		74	58	2	9	5	8	55
LLaVA-1.6-Vicuna-7B 2026.04		70	55	3	8	4	7	54
LLaVA-Med 2026.04		70	26	0	6	12	16	56
Qwen2-VL-7B 2026.04		69	87	5	12	11	16	60
InternVL-8B 2026.04		65	91	5	19	16	20	62
Gemini-1.5-pro 2026.04		64	92	2	24	6	10	56
Idefics3-8B 2026.04		56	44	3	12	14	18	56
Claude-3.5-Sonnet 2026.04		54	90	1	28	5	10	60
BLIP2-OPT-6.7B 2026.04		43	22	1	21	7	9	36
Med-flamingo 2026.04		25	26	0	4	7	8	38
PA-LLaVA 2026.04		2	0	0	0	0	0	1