Medical Report Generation on Ultrasound Liver benchmark leaderboard · SOTA2 Research

Medical Report Generation on Ultrasound Liver

58.01BLEU-1EchoVLM

Evaluation Results

Method	Links
EchoVLM2025.09		58.01	67.06	62.4	58.44	75.68
LLaVA-OneVision2025.09		53.87	60.59	56.35	53.43	72.22
Gemma-32025.09		53.64	59.82	53.89	53.01	70.91
Lingshu2025.09		53.11	60.95	56.67	52.87	71.58
EchoVLM2025.09		50.91	63.57	59.3	53.59	72.51
HuatuoGPT-Vision2025.09		49.4	55.02	50.85	47.82	67.73
Medgemma2025.09		47	61.9	58.28	48.93	70.86
Qwen2.5-VL2025.09		44.28	47.41	43.39	41.52	62.33
LLaVa-NeXT2025.09		43.68	54.53	51.68	46.39	65.22
LLaVA-Med2025.09		43.1	53.77	50.89	45.63	64.66
Qwen2-VL2025.09		40.48	51.93	46.78	41.54	65.98
LLaVA1.52025.09		40.19	44.34	40.18	38.85	58.82