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Visual Question Answering on BreastStage-Bench Open-ended

95.38Screening (CT) Score

Qwen3-VL (SFT)

Updated 1mo ago

Evaluation Results

Method	Links
Qwen3-VL (SFT) 2026.06		95.38	94.43	94.57	91.7	95.28	88.36	57.96	88.24
BreastGPT (cluster) 2026.06		95.29	95.97	95.48	93.24	95.72	89.93	63.8	89.92
BreastGPT (learn) 2026.06		94.73	95.86	87.12	93.57	85.22	81.78	63.36	85.95
MedDr 2026.06		64.52	61.46	67.68	62.83	73.03	64.86	50.46	63.55
RadFM 2026.06		61.07	50.51	67.63	50.8	69.15	66.76	50.44	59.48
Hulu-Med 2026.06		60.84	58.98	75.46	55.95	72.28	59.48	50.18	61.88
InternVL3.5 2026.06		58.05	50.74	56.56	48.8	58.89	55.94	46.5	53.64
LLaVA-OneVision-1.5 2026.06		56.06	-	59.84	-	59.19	58.12	45.25	55.69
MiMo-VL 2026.06		55.98	42.49	63.7	41.69	65.66	63.08	39.86	53.21
Qwen3-VL 2026.06		55.49	45.2	47.71	44.93	51.46	48.98	41.26	47.86
HuatuoGPT-V 2026.06		51.47	51.86	55.68	49.2	55.08	52.93	45.78	51.71
Gemini-3.1-Pro 2026.06		51.46	51.19	41.6	48.94	41.39	42.8	45.77	46.16
HealthGPT 2026.06		50.17	54.66	53.08	51.92	59.38	55.27	46.41	52.98
Lingshu 2026.06		49.84	52.6	53.41	48.95	53.76	49.6	43.69	50.26
GPT-5.4 2026.06		49.34	53.43	59.85	50.42	59.2	58.07	44.73	53.58
Qwen3-VL 2026.06		48.53	44.94	44.85	44.34	46.24	44.15	41.21	44.89
Qwen2.5-VL 2026.06		48.39	49.52	49.36	47.36	50.54	47.04	44.8	48.14
Gemini-3.1-Flash 2026.06		48.21	48.76	47.38	45.8	47.53	44.15	42.81	46.38
Qwen2.5-VL 2026.06		46.86	46.2	49.47	44.99	49.67	44.7	43.98	46.55
Gemma-4 2026.06		44.2	43.29	43.46	42.47	44.49	42.4	40.12	42.92
GLM-4.6V-Flash 2026.06		43.7	42.69	42.78	42.05	43.54	42.47	40.28	42.5
Grok-4.1-Fast 2026.06		43.43	44.76	43.95	43.06	43.94	41.74	40.5	43.05
Claude-sonnet-4-6 2026.06		43.12	43.63	44.31	43	44.98	42.62	41.06	43.25
Claude-opus-4-6 2026.06		42.77	43.32	43.75	42.8	44.42	42.91	40.84	42.97