SOTA Virtual Staining benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
MIST HER2	Pix2PixHD	SSIM0.2485	46	14d ago
IHC(CK8/18) (test)	IMPLICITSTAINER	PSNR22.24	27	1mo ago
HEMIT 13 (full dataset)	IMPLICITSTAINER	PSNR32.26	24	1mo ago
BCI All	Variance-Penalized GAN	SSIM0.47	13	2mo ago
BCI Class 3+	CycleGAN	SSIM36.87	10	3mo ago
BCI Class 2+	USI-GAN	SSIM0.3842	10	3mo ago
BCI Class 1+	USI-GAN	SSIM40.68	10	3mo ago
BCI Class 0	CycleGAN	SSIM45.07	10	3mo ago
MIST Ki67	CycleGAN	SSIM0.1544	10	3mo ago
MIST PR	ASP	SSIM0.1391	10	3mo ago
MIST ER	CycleGAN	SSIM0.1444	10	3mo ago
IHC4BC HER2 1.0 (test)	Pix2Pix	SSIM0.1619	9	14d ago
MIST	HistDiT	SSIM21.1	8	1mo ago
IHC4BC PR (test)	PyramidP2P	Rp66.28	7	14d ago
IHC4BC HER2 (test)	USIGAN	Rp75.76	7	14d ago
IHC4BC ER (test)	USIGAN	Rp82.25	7	14d ago
IHC4BC Ki67 (test)	PyramidP2P	Rp89.84	7	14d ago
MIST PR (test)	USIGAN	Rp87.37	7	14d ago
MIST HER2 (test)	USIGAN	Rp Score80.08	7	14d ago
MIST ER (test)		Rp86.54	7	14d ago
MIST Ki67 (test)		Rp76.97	7	14d ago
MIST HER2 1,000 images (test)	UNIStainNet	FID34.5	6	2mo ago
BCI 977 images (test)	UNIStainNet	FID34.6	5	2mo ago
MIST ER 1,000 (test)	UNIStainNet	FID29.2	5	2mo ago
MIST ER	Pix2Pix	SSIM0.2535	4	14d ago

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