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Grounding on Breast Ultrasound same-center (val)

52.96F1 Score @ IoU=0.25

Echo-α-Grounding

Updated 1mo ago

Evaluation Results

Method	Links
Echo-α-Grounding 2026.04		52.96	50.37	25.79	54.73	52.49	30.4
Echo-α-Grounding 2026.04		52.96	50.37	25.79	54.73	52.49	30.4
Specialized Detector 2026.04		49.32	46.68	27.88	50.25	47.84	30.65
Specialized Detector 2026.04		49.32	46.68	27.88	50.25	47.84	30.65
SFT + tool 2026.04		43.59	40.64	23.85	44.52	41.86	26.99
SFT + tool 2026.04		43.59	40.64	23.85	44.52	41.86	26.99
Direct MLLM + tool 2026.04		39.9	36.61	19.95	38.87	36.21	22.84
Direct MLLM + tool 2026.04		39.9	36.61	19.95	38.87	36.21	22.84
SFT 2026.04		15.56	11.01	0.97	15.32	10.99	9.41
SFT 2026.04		15.56	11.01	0.97	15.32	10.99	9.41
Direct MLLM 2026.04		7.24	1.81	0	9.39	7.82	7.61
Direct MLLM 2026.04		7.24	1.81	0	9.39	7.82	7.61