Medical Image Segmentation

Benchmarks

Dataset Name	SOTA Method	Metric
BUSI (test)	Phi-SegNet	Dice91.47	216	5d ago
ACDC (test)	RefineFormer3D	Avg DSC94.88	171	4d ago
ISIC 2018	SegMoTE	Dice Score93.02	139	5d ago
Synapse (test)	RWKV-UNet	Dice86.73	123	4d ago
LA Atrial Segmentation Challenge 2018 (evaluation)		Dice91.76	111	1mo ago
LA	SASNet	Dice91.82	97	1mo ago
BUSI	MedSAM	Dice Score91.1	91	5d ago
CVC-ClinicDB	RWKV-UNet-S	Dice Score95.58	82	18d ago
Medical Image Segmentation Aggregate (Average of BUSI, BTMRI, ISIC, Kvasir-SEG, QaTa-COV19, and EUS) (test)	MedCLIPSeg	DSC88.66	80	1mo ago
QaTa-COV19	TAMISeg	Dice Score91.79	79	4d ago
Kvasir-SEG (test)	STPNet	mIoU96.45	78	1mo ago
Kvasir-Seg	MSRF-Net	Dice Score92.17	75	1mo ago
ISIC 2017	MFSNet	Dice Score98.7	74	1mo ago
ACDC 100 patients total (test)	PCL	Dice Score92.9	70	1mo ago
ACDC	Deco-Mamba-V1	DSC (Avg)92.35	65	1mo ago
ISIC	Supervised	DICE94.8	64	1mo ago
MosMedData+	TGC-Net	Dice80.94	63	4d ago
MM-WHS (test)	VAE	Dice Score96	62	1mo ago
CVC-ClinicDB (test)	S2M-Net	Dice95.43	60	1mo ago
GlaS	Cascaded-MERIT	Dice96.91	60	18d ago
ISIC 2018 (test)	LatentFM	Dice Score95.11	57	1mo ago
ISIC (test)	U-CycleMLP	IoU0.865	55	1mo ago
Synapse	LHU-Net	Average DSC87.83	52	19d ago
PraNet		Dice91.94	50	1mo ago
EchoNet	StealthMark	Dice96.24	50	1mo ago

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