Medical Report Generation on Ultrasound Breast benchmark leaderboard · SOTA2 Research

Medical Report Generation on Ultrasound Breast

71.36BLEU-1EchoVLM

Evaluation Results

Method	Links
EchoVLM2025.09		71.36	80.77	76.04	74.99	81.68
Lingshu2025.09		70.37	78.74	72.98	75.3	79.23
LLaVA-Med2025.09		69.84	78.37	72.3	74.34	78.72
LLaVa-NeXT2025.09		68.82	77.61	71.21	73.53	77.98
Qwen2.5-VL2025.09		68.09	77.61	69.46	74.92	77.34
EchoVLM2025.09		67.92	78.11	70	75.75	78.03
Gemma-32025.09		67.91	75.19	68.28	72.79	76.7
Qwen2-VL2025.09		67.63	78.13	71.38	72.88	78.32
LLaVA-OneVision2025.09		65.46	75.78	67.22	73.99	75.7
HuatuoGPT-Vision2025.09		65.29	77	69.93	71.25	77.07
Medgemma2025.09		61.94	77.42	70.17	65.99	77.81
LLaVA1.52025.09		54.79	70.42	58.71	64.29	69.2
LLaVA-Med2025.09		51.17	60.44	52.03	48.41	69.5
EchoVLM2025.09		50.76	64.38	55.21	50.14	73
Qwen2.5-VL2025.09		50.55	61.78	52.38	49.51	71.53
EchoVLM2025.09		50.55	62.24	53.31	49.8	70.82
HuatuoGPT-Vision2025.09		50.1	60.97	51.64	49.76	70.35
LLaVA-OneVision2025.09		49.59	61.45	51.47	49.86	70.84
LLaVa-NeXT2025.09		49.5	59.03	50.53	47.11	68.32
Lingshu2025.09		48.99	60.87	52.18	49.32	70.39
Gemma-32025.09		48.63	60.49	49.59	47.44	70.35
LLaVA1.52025.09		46.49	57.07	49.33	45.29	66.92
Qwen2-VL2025.09		41.74	62.85	53.46	47.32	72.21
Medgemma2025.09		21.91	41.13	34.11	26.42	51.36