Multi-organ Segmentation

Benchmarks

Dataset Name	SOTA Method	Metric
Synapse multi-organ CT (test)	H-SAM	DSC86.49	81	3d ago
BTCV (test)	MedSegDiff-V2	Spl97.8	55	3d ago
Synapse multi-organ segmentation (test)	AgileFormer-T	Avg DSC0.8743	50	3d ago
Synapse multi-organ CT (val)	Swin-Unet	Average DSC79.13	18	3d ago
Synapse 20% labeled data (test)	DINO-Mix	Avg. Dice66.45	16	3d ago
Synapse multi-organ CT v1 (fixed (18 train, 12 test))	MORSE	DSC0.8085	16	3d ago
Synapse multi-organ	Cascaded MERIT	Average DICE84.9	15	3d ago
Synapse	nnAvg	Average HD957.7	14	3d ago
Synapse multi-organ four-fold cross-validation (official)	Att-UNet	Aorta DSC89.55	10	3d ago
Inhouse dataset	HUR-MACL	Brainstem DSC82.59	9	3d ago
StructSeg	HUR-MACL	Brainstem DSC86.54	9	3d ago
Synapse 12 scans (val)	CENet	Spleen DSC93.58	9	3d ago
Aggregated Partially Labeled Datasets (F, P1, P2, P3, P4) (test)	MargExc MIA	Mean Dice Coefficient93.1	9	3d ago
Synapse-CT 3-volume (train)	OFL-SAM2	Spleen Dice90.82	7	3d ago
Synapse-CT 2-volume (train)	OFL-SAM2	Spleen Dice90.11	7	3d ago
CHAOS MRI (3 folds)	MS-Dual-Guided	DSC (Liver)92.46	7	3d ago
BTCV (80/20 split)	vox2vec	Spl91.4	6	3d ago
CT Organ Suite Internal (val)	MedSAM	DSC87.55	6	3d ago
BTCV (5-fold cross-validation)	S3D	Spl92	5	3d ago
MR Organ Suite Internal (val)	SAMed-2	DSC90.33	3	3d ago

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