Cardiac Image Segmentation

Benchmarks

Dataset Name	SOTA Method	Metric
MM-WHS MR to CT 2017 (test)		Dice (AA)85	22	3d ago
M&Ms (Target C)	DGNet	Hausdorff Distance13.11	15	3d ago
M&Ms Target D 1.0	DGNet	Dice Score87.16	15	3d ago
M&Ms Target C 1.0	DGNet	Dice Score0.8722	15	3d ago
M&Ms Target B 1.0	nnUNet	Dice Score86.76	15	3d ago
M&Ms Target A 1.0	DGNet	Dice (%)83.21	15	3d ago
M&MS Domains B, C, D Average (target)	A3-TTA	Average Dice80.12	11	3d ago
M&MS Domain D (target)	A3-TTA	LV Dice86.77	11	3d ago
M&MS Domain C (target)	A3-TTA	LV Dice85.41	11	3d ago
M&MS Domain B (target)	A3-TTA	LV Dice87.58	11	3d ago
M&MS Average 1.0 (test)	A3-TTA	ASSD2.95	11	3d ago
M&MS Domain D 1.0 (test)	A3-TTA	ASSD (LV)2.55	11	3d ago
M&MS Domain C 1.0 (test)	A3-TTA	ASSD (LV)2.87	11	3d ago
M&MS Domain B 1.0 (test)	A3-TTA	ASSD (LV)2.49	11	3d ago
M&MS (test)	A3-TTA	Domain B Score79.95	11	3d ago
MMWHS CT → MRI	MAPSeg	Average Dice80.3	10	3d ago
M&Ms Average	DGNet	Hausdorff Distance17.98	10	3d ago
M&Ms Target D	DGNet	Hausdorff Distance14.24	10	3d ago
M&Ms (Target B)	nnUNet	Hausdorff Distance18.18	10	3d ago
M&Ms Target A v1	DGNet	Hausdorff Distance22.55	10	3d ago
MM-WHS target domain 1-shot 2017	meta-hallucinator	Dice AA64.4	9	3d ago
M&Ms (5% labeled)	SPCL	Dice Score87.04	8	3d ago
M&Ms (2.5% labeled)	SPCL	Dice85.36	8	3d ago
SCD 20% labeled	SPCL	Dice92.58	8	3d ago
SCD (10% labeled)	SPCL	Dice91.34	8	3d ago

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