Medical Image Segmentation

Benchmarks

Dataset Name	SOTA Method	Metric
BUSI (test)	Phi-SegNet	Dice91.47	228	1mo ago
ISIC 2018	SegMoTE	Dice Score93.02	187	1d ago
ACDC (test)	RefineFormer3D	Avg DSC94.88	171	1mo ago
BUSI	MedSAM	Dice Score91.1	134	1d ago
Kvasir-SEG (test)	STPNet	mIoU96.45	123	6d ago
Synapse (test)	RWKV-UNet	Dice86.73	123	26d ago
CVC-ClinicDB	RWKV-UNet-S	Dice Score95.58	118	1mo ago
LA Atrial Segmentation Challenge 2018 (evaluation)		Dice91.76	111	2mo ago
GlaS	Cascaded-MERIT	Dice96.91	106	1d ago
ISIC 2017	MFSNet	Dice Score98.7	102	1d ago
AMOS 2022		Dice Coefficient91.32	101	27d ago
Kvasir-Seg	MSRF-Net	Dice Score92.17	98	19d ago
LA	SASNet	Dice91.82	97	3mo ago
FLARE 2021		Dice Score96.85	89	15d ago
Medical Image Segmentation Aggregate (Average of BUSI, BTMRI, ISIC, Kvasir-SEG, QaTa-COV19, and EUS) (test)	MedCLIPSeg	DSC88.66	80	3mo ago
ISIC	Supervised	DICE94.8	79	2d ago
QaTa-COV19	TAMISeg	Dice Score91.79	79	1mo ago
Synapse	LHU-Net	Average DSC87.83	77	19d ago
MosMedData+	TGC-Net	Dice80.94	73	16d ago
AMOS-CT (test)		mDice93.04	70	27d ago
ACDC 100 patients total (test)	PCL	Dice Score92.9	70	3mo ago
Pancreas-NIH	TCSeg (maximum)	Dice Coefficient84.14	69	7d ago
CVC-ClinicDB (test)	S2M-Net	Dice95.43	67	1mo ago
ISIC 2018 (test)	LatentFM	Dice Score95.11	66	23d ago
ACDC	Deco-Mamba-V1	DSC (Avg)92.35	65	2mo ago

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