Retinal Vessel Segmentation

Benchmarks

Dataset Name	SOTA Method	Metric
DRIVE (test)	RV-GAN	Accuracy97.9	52	3d ago
CHASE DB1		Sensitivity (SE)87.98	47	1mo ago
STARE	RV-GAN	mIoU97.54	43	9d ago
DRIVE	LadderNet	Sensitivity (SE)78.56	34	9d ago
RECOVERY FA19	WaveRNet	Dice41.75	17	1mo ago
HRF (test)	TFFM framework	Dice79.94	17	4d ago
HRF	FSG-Net	mIoU0.8309	17	1mo ago
STARE (test)		TPR85.54	16	1mo ago
RECOVERY S4 FA19 (in-domain)	WaveRNet	Dice60.33	15	1mo ago
CHASE_DB1 S3 (in-domain)	WaveRNet	Dice81.94	15	1mo ago
STARE S2 (in-domain)	WaveRNet	Dice79.39	15	1mo ago
DRIVE S1 (in-domain)	WaveRNet	Dice80.46	15	1mo ago
HRF	VFGS-Net	Dice85.6	7	1mo ago
Retinal Vessel Dataset DRIVE and CHASE_DB1 cross-validation (test)	HMS-VesselNet	Dice Score89.7	6	25d ago
DRIVE evaluated on unseen Swin model outputs (test)	rNCA	DICE0.776	6	1mo ago
CHASE (test)	DUNet	TPR82.29	6	1mo ago
CHASEDB1	FGOS-Net	mIoU80.45	4	18d ago
CHASE-DB1 With Masks	IterNet	Connectivity90.91	4	1mo ago
CHASE-DB1 (Without Masks)	IterNet	Connectivity90.91	4	1mo ago
MedSAM 1.0 (test)	DB-SAM	DSC6,753	3	1mo ago
SYNTHE	DUNet	PPV0.8537	3	1mo ago
RETA (test)	TFFM framework	Dice82.18	1	1mo ago
CHASEDB1 (test)	TFFM framework	Dice0.8061	1	1mo ago

Showing 23 of 23 rows