SOTA Prostate MRI Segmentation benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
Prostate MRI Dataset (Average)	A3-TTA	Dice Coefficient81.07	11	1mo ago
Prostate MRI Dataset (Domain F)	A3-TTA	Dice Coefficient0.8343	11	1mo ago
Prostate MRI Dataset Domain E	A3-TTA	Dice75.56	11	1mo ago
Prostate MRI Dataset Domain D	A3-TTA	Dice Coefficient84.78	11	1mo ago
Multi-site Average (Unseen)	DCA-Net(ours)	Dice Score88.16	8	1mo ago
HK (Unseen)	DCA-Net(N=4)	Dice89.97	8	1mo ago
BIDMC (Unseen)	DCA-Net(ours)	Dice86.78	8	1mo ago
UCL (Unseen)	DCA-Net(ours)	Dice89.22	8	1mo ago
I2CVB (Unseen)	SAML	Dice85.6	8	1mo ago
ISBI 1.5 (Unseen)	DCA-Net(ours)	Dice Coefficient (%)88.31	8	1mo ago
ISBI (Unseen)	DCA-Net(ours)	Dice90.61	8	1mo ago
Multi-site Prostate MRI Stream SF->B (train test)	SGA(+c)	DSC (BM)82.35	8	1mo ago
Multi-site Prostate MRI Stream SA->E (train test)	SGA(+c)	DSC (BM)83.6	8	1mo ago
Prostate MRI BMC target-domain (test)	BayeSeg	BMC (Source) Score83.4	7	19d ago
Prostate MRI BMC source domain (train)	BayeSeg	Score (BMC Source)83.4	7	19d ago
Prostate MRI RUNMC source domain (train)	BayeSeg	Source Domain Performance (RUNMC)84.5	7	19d ago
Prostate MRI (test)	A3-TTA	Dice (Domain D - Round 1)85.12	5	1mo ago
Multi-site Average (Seen)	DCA-Net	Dice90.93	3	1mo ago
HK (Seen)	DCA-Net	Dice Coefficient (%)90.57	3	1mo ago
BIDMC (Seen)	DCA-Net	Dice90.68	3	1mo ago
UCL (Seen)	DCA-Net	Dice Coefficient91.99	3	1mo ago
I2CVB (Seen)	DCA-Net	Dice Score89.93	3	1mo ago
ISBI 1.5 (Seen)	DCA-Net	Dice Coefficient0.9159	3	1mo ago
ISBI (Seen)	DCA-Net	Dice91.83	3	1mo ago

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