Medical Image Segmentation

Benchmarks

Dataset Name	SOTA Method	Metric
ACDC (test)	RefineFormer3D	Avg DSC94.88	135	3d ago
BUSI (test)	Phi-SegNet	Dice91.47	121	3d ago
Synapse (test)	RWKV-UNet	Dice86.73	111	3d ago
LA	SASNet	Dice91.82	97	3d ago
ISIC 2018	SegMoTE	Dice Score93.02	92	3d ago
Medical Image Segmentation Aggregate (Average of BUSI, BTMRI, ISIC, Kvasir-SEG, QaTa-COV19, and EUS) (test)	MedCLIPSeg	DSC88.66	80	3d ago
Kvasir-SEG (test)	STPNet	mIoU96.45	78	3d ago
LA Atrial Segmentation Challenge 2018 (evaluation)	V-Net	Dice91.47	75	3d ago
Kvasir-Seg	MSRF-Net	Dice Score92.17	75	3d ago
ACDC 100 patients total (test)	PCL	Dice Score92.9	70	3d ago
CVC-ClinicDB	RWKV-UNet-S	Dice Score95.58	68	3d ago
ISIC	Supervised	DICE94.8	64	3d ago
MM-WHS (test)	VAE	Dice Score96	62	3d ago
BUSI	MedSAM	Dice Score90.6	61	3d ago
CVC-ClinicDB (test)	S2M-Net	Dice95.43	60	3d ago
ISIC 2018 (test)	LatentFM	Dice Score95.11	57	3d ago
ISIC (test)	U-CycleMLP	IoU0.865	55	3d ago
ISIC 2017	MFSNet	Dice Score98.7	52	3d ago
PraNet		Dice91.94	50	3d ago
EchoNet	StealthMark	Dice96.24	50	3d ago
SEG		Dice69.34	50	3d ago
UKBB		Dice Score94.79	50	3d ago
CVC-ColonDB (test)	PVT-EMCAD-B2	Dice Score0.9231	50	3d ago
RSNA Pneumonia	M&M	Dice Score76.68	49	2d ago
QaTa-COV19 (test)	SSA	Dice91.65	49	3d ago

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