Medical Report Generation on Ultrasound Kidney benchmark leaderboard · SOTA2 Research

Medical Report Generation on Ultrasound Kidney

77.56BLEU-1EchoVLM

Evaluation Results

Method	Links
EchoVLM2025.09		77.56	83.42	74.86	80.9	87.03
EchoVLM2025.09		74.12	81.7	72.89	76.56	84.71
LLaVA-OneVision2025.09		71.76	79.32	70.77	75.19	83.46
LLaVA-Med2025.09		70.76	78.1	68.58	74.8	82.17
LLaVa-NeXT2025.09		70.74	78	68.59	74.75	82.13
Gemma-32025.09		69.95	78.01	68.02	74.75	81.78
Lingshu2025.09		69.15	76.37	67.23	73.26	80.8
Qwen2-VL2025.09		68.71	76.87	67.23	72.57	81.46
Medgemma2025.09		66.68	77.06	67.55	67.15	81.51
Qwen2.5-VL2025.09		63.05	71.77	61.64	69.18	77.08
HuatuoGPT-Vision2025.09		62.52	70.77	59.51	68.75	76.07
EchoVLM2025.09		59.23	65.78	57.14	59.78	75.89
Lingshu2025.09		52.09	58.32	49.26	52.57	70.63
Gemma-32025.09		49.7	55.75	47.47	49.87	68.31
LLaVA-OneVision2025.09		49.54	59.49	50.82	51.57	70.23
HuatuoGPT-Vision2025.09		48.51	54.77	43.73	47.7	66.86
Medgemma2025.09		45.72	57.69	47.66	44.15	67.96
Qwen2.5-VL2025.09		44.84	48.23	40.38	43.03	63.08
LLaVA1.52025.09		44.09	52.81	44.51	52.09	60.4
Qwen2-VL2025.09		43.8	49.23	41.95	42.82	62.65
EchoVLM2025.09		43.79	50.56	42.07	43.17	63.2
LLaVa-NeXT2025.09		42.27	52.59	44.25	43.38	63.91
LLaVA-Med2025.09		41.71	51.86	43.53	42.81	63.37
LLaVA1.52025.09		39.79	46.28	38.36	39.68	58.86