Visual Reasoning on DeepTumorVQA refined 2025b benchmark leaderboard · SOTA2 Research

Visual Reasoning on DeepTumorVQA refined 2025b

60Adjacent Organ AccuracyMedGemma

Evaluation Results

Method	Links
MedGemma2026.02		60	40	37	37	28	37	23	32	62	47	37	22	45	30	38
HuatuoGPT2026.02		60	50	35	33	22	53	27	22	48	43	35	17	42	20	36
RadFM2026.02		55	23	38	32	10	43	15	18	45	55	33	14	38	32	34
M3D2026.02		53	23	32	30	12	53	15	20	44	47	40	24	53	23	34
Qwen3-VL2026.02		45	30	27	38	17	52	20	43	56	50	42	27	37	23	35
3DMedAgent (GPT-5)2026.02		45	53	70	45	43	60	52	45	66	65	43	55	88	52	56
GPT-52026.02		43	38	30	30	32	40	40	42	39	50	42	36	50	40	39
3DMedAgent (Qwen3-VL)2026.02		42	45	62	47	40	55	43	48	65	55	38	58	82	47	52
Rand2026.02		33	33	33	33	25	42	25	25	33	50	33	25	50	28	34