Multi-structure Cardiac Function Assessment on MIMIC-EchoQA benchmark leaderboard · SOTA2 Research

Multi-structure Cardiac Function Assessment on MIMIC-EchoQA

84.15Pericardium AccuracyEchoAgent

Evaluation Results

Method	Links
EchoAgent2026.04		84.15	82.58	81.61	75.26	80.82	77.42	70.37
Deepseek-VL22026.04		74.39	51.52	52.87	32.63	52.05	41.94	40.74
Qwen3-VL-Plus*2026.04		73.17	56.82	56.32	57.37	69.86	48.39	51.85
GPT-5*2026.04		69.51	60.61	59.77	47.89	63.01	41.94	66.67
Qwen3-VL-Plus2026.04		65.85	43.18	43.68	36.32	53.42	35.48	11.11
GPT-52026.04		60.98	40.91	36.78	26.32	36.99	38.71	44.44
Qwen2.5-7B-VL2026.04		50	18.18	29.89	36.84	27.4	25.81	29.63
DeepSeek-R1-Distill-Llama-8B2026.04		41.46	30.3	27.59	38.42	41.1	45.16	40.74
Janus-Pro-7B2026.04		39.02	26.52	27.59	40.53	30.14	51.61	37.04
LLaVA-Med2026.04		32.93	20.45	20.69	30.53	35.62	41.94	48.15