Interactive Medical Image Segmentation

Benchmarks

Dataset Name	SOTA Method	Metric
Average across 6 medical imaging modalities	MedSAM	Dice87.6	16	3mo ago
Endoscopy	MedSAM	Dice Coefficient92.5	16	3mo ago
Fundus	MedSAM	Dice0.846	16	3mo ago
Ultrasound	MedSAM	Dice89	16	3mo ago
X-Ray	MedSAM	Dice0.897	16	3mo ago
MRI (Magnetic Resonance Imaging)	MedSAM	Dice0.854	16	3mo ago
CT (Computed Tomography)	MedSAM	Dice Coefficient84.7	16	3mo ago
BRATS T2 (test)	PI+MI	Dice @ 1 click84.9	6	1mo ago
BRATS T1C (test)	PI+MI	Dice @ 1 click70.4	6	1mo ago
BRATS T1 (test)	PI+MI	Dice Score @ 1 Click71.2	6	1mo ago
MSD Hippocampus (test)	CLoPA-C.N	Dice (Init.)87.6	6	2mo ago
Breast Ultrasound Images	SILSM	Dice Coefficient0.9186	4	8d ago
Medical Segmentation Decathlon Colon Cancer (test)	CLoPA-I.N	Dice (Initial)57.6	3	2mo ago
Medical Segmentation Decathlon Hepatic Vessels (test)	CLoPA-I.N	Dice (Init)40.7	3	2mo ago
Medical Segmentation Decathlon Pancreas (test)	CLoPA-C.N	Dice (Initial)0.6	3	2mo ago
Medical Segmentation Decathlon Lung Lesion (test)	CLoPA-I.N	Dice Score (Init.)0.748	3	2mo ago
Medical Segmentation Decathlon Prostate (test)	CLoPA-C.N	Dice (Init.)85.1	3	2mo ago
Medical Segmentation Decathlon Liver (test)	CLoPA-I.N	Dice (Initial)73.4	3	2mo ago
Medical Segmentation Decathlon Brain Tumour (test)	CLoPA-C.N	Dice Score (Initialization)63.2	3	2mo ago

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