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Visual Question Answering on BreastStage-Bench Closed-ended

86.81Screening Accuracy (BUS)

BreastGPT (cluster)

Updated 1mo ago

Evaluation Results

Method
BreastGPT (cluster) 2026.06	86.81	77.21	75	82.86	77.13	68.32	81.12	61.11	71.38	75.66
BreastGPT (learn) 2026.06	84.47	71.03	68.51	75.71	78.46	55.26	73.95	57.14	71.25	70.64
Qwen3-VL (SFT) 2026.06	72.34	76.73	65.74	78.1	71.01	59.76	75.87	53.97	60.41	68.21
Gemini-3.1-Pro 2026.06	68.09	73.33	50.21	47.14	64.36	23.87	43.88	44.44	46.53	51.32
Claude-sonnet-4-6 2026.06	65.53	68	37.02	40	54.79	19.67	55.94	42.86	36.3	46.68
GPT-5.4 2026.06	64.89	78.55	68.51	41.43	53.46	55.26	53.5	38.1	32.28	54
Gemma-4 2026.06	62.98	78.18	44.57	38.57	47.87	18.17	48.43	39.68	40.68	46.57
Hulu-Med 2026.06	62.98	77.09	48.19	31.9	49.2	15.62	41.43	50.79	50.18	47.49
Lingshu 2026.06	58.94	78.55	39.89	54.29	58.24	8.56	45.28	58.73	51.52	50.44
GLM-4.6V-Flash 2026.06	58.94	73.09	37.34	41.9	45.48	12.16	48.6	53.97	49.7	46.8
LLaVA-OneVision-1.5 2026.06	58.09	68.85	30.32	40.95	41.76	12.31	50.17	53.97	50.18	45.18
Qwen3-VL 2026.06	57.87	78.55	39.68	51.43	48.14	25.83	47.9	34.92	47.02	47.93
Grok-4.1-Fast 2026.06	57.23	76.61	30.74	40.95	49.47	22.82	44.23	31.75	36.42	43.36
Gemini-3.1-Flash 2026.06	55.11	42.67	49.68	38.57	37.6	24.32	31.82	48.41	35.81	40.44
Qwen3-VL 2026.06	52.13	75.39	41.91	49.05	35.37	21.17	48.08	43.65	38.61	45.04
InternVL3.5 2026.06	51.91	77.7	35.85	34.76	42.55	16.22	52.27	44.44	52.98	45.41
Claude-opus-4-6 2026.06	50.21	72	39.57	50.48	38.83	7.66	45.1	41.27	25.94	41.23
Qwen2.5-VL 2026.06	49.15	79.27	44.47	44.76	34.31	14.41	46.85	37.3	47.62	44.24
MedDr 2026.06	48.51	47.39	25.21	52.38	35.37	22.52	49.83	43.65	39.46	40.48
HealthGPT 2026.06	47.02	24.48	41.38	45.71	34.04	21.17	43.01	42.86	20.22	35.54
Qwen2.5-VL 2026.06	46.81	51.39	33.51	45.71	30.85	12.76	51.75	44.44	51.52	40.97
HuatuoGPT-V 2026.06	45.74	71.39	43.09	39.05	35.11	9.61	47.73	45.24	49.09	42.89
RadFM 2026.06	26.81	39.39	16.38	36.67	23.94	5.86	17.13	11.9	4.63	20.3
MiMo-VL 2026.06	15.11	23.52	8.62	6.67	14.89	6.16	0.35	0.79	19.98	10.68