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Grounding on Renal Ultrasound cross-center (test)

69F1 Score @ IoU=0.25

Echo-α-Grounding

Updated 1mo ago

Evaluation Results

Method	Links
Echo-α-Grounding 2026.04		69	56.73	30.76	69.8	59.6	37.72
Echo-α-Grounding 2026.04		69	56.73	30.76	69.8	59.6	37.72
SFT + tool 2026.04		65.45	53.26	28.88	65.91	57.85	35.03
SFT + tool 2026.04		65.45	53.26	28.88	65.91	57.85	35.03
Specialized Detector 2026.04		64.75	52.63	27.91	66.04	56.11	35.3
Specialized Detector 2026.04		64.75	52.63	27.91	66.04	56.11	35.3
Direct MLLM + tool 2026.04		61.49	50.11	24.69	63.4	52.66	33.97
Direct MLLM + tool 2026.04		61.49	50.11	24.69	63.4	52.66	33.97
SFT 2026.04		47.61	36.3	10.73	43.49	33.15	9.8
SFT 2026.04		47.61	36.3	10.73	43.49	33.15	9.8
Direct MLLM 2026.04		15.66	10.1	1.44	14.05	9.6	1.38
Direct MLLM 2026.04		15.66	10.1	1.44	14.05	9.6	1.38