Grounding on Renal Ultrasound cross-center (test) benchmark leaderboard · SOTA2 Research

Grounding on Renal Ultrasound cross-center (test)

69F1 Score @ IoU=0.25Echo-α-Grounding

Evaluation Results

Method	Links
Echo-α-Grounding2026.04		69	56.73	30.76	69.8	59.6	37.72
Echo-α-Grounding2026.04		69	56.73	30.76	69.8	59.6	37.72
SFT + tool2026.04		65.45	53.26	28.88	65.91	57.85	35.03
SFT + tool2026.04		65.45	53.26	28.88	65.91	57.85	35.03
Specialized Detector2026.04		64.75	52.63	27.91	66.04	56.11	35.3
Specialized Detector2026.04		64.75	52.63	27.91	66.04	56.11	35.3
Direct MLLM + tool2026.04		61.49	50.11	24.69	63.4	52.66	33.97
Direct MLLM + tool2026.04		61.49	50.11	24.69	63.4	52.66	33.97
SFT2026.04		47.61	36.3	10.73	43.49	33.15	9.8
SFT2026.04		47.61	36.3	10.73	43.49	33.15	9.8
Direct MLLM2026.04		15.66	10.1	1.44	14.05	9.6	1.38
Direct MLLM2026.04		15.66	10.1	1.44	14.05	9.6	1.38