SOTA Image-to-Image Translation benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
Retinal Fundus-to-Angiogram (test)	VTGAN	FID17.3	42	1mo ago
CD3 (test)	IMPLICITSTAINER	PSNR21.28	28	5d ago
CelebA-HQ	MCL-Net	FID12.52	28	1mo ago
Edges2Shoes (test)	Co-Mod-GAN	FID38.5	24	1mo ago
Horse -> Zebra	QS-Attn	FID38.6	23	1mo ago
Cityscapes	CAT-A	mIoU62.35	20	1mo ago
FastMRI	DDPM	PSNR25.59	18	1mo ago
US Synthesis	NOIR	PSNR31.83	18	1mo ago
BCI	Star-Diff (No Visual)	SSIM0.5301	15	8d ago
edges -> handbags (test)		FID1.07	15	1mo ago
X-DigiSkull (test)	CycleGAN-Turbo	CFID147.39	14	22d ago
Cityscapes	Dual-approx Bridge	FID48.7	14	1mo ago
LLVIP	IRFormer	PSNR (dB)12.66	14	1mo ago
iSeg 2017		Bhattacharyya Distance0	12	1mo ago
FFHQ Young -> Adult	OT-FM	Accuracy93.28	12	1mo ago
summer-winter Global 512x512	FastCycleNet	FID78.43	12	1mo ago
DIODE Outdoor 256 x 256 (test)	DDBM	FID2.57	11	1mo ago
Edges -> Handbags 64 x 64 (test)	CBT	FID0.8	11	1mo ago
EMNIST to MNIST (test)	alpha-DSBM	FID4.23	11	1mo ago
horse-zebra Local 512x512	P2P + NullText	FID41.17	11	1mo ago
edges2shoes	BBDM	FID10.924	11	1mo ago
selfie2anime	FQ-U-GAT-IT	KID0.114	11	1mo ago
GTA to Cityscapes (test)	StyleFlow	SSIM0.87	10	1mo ago
Horse2zebra	GCC	FID59.31	10	1mo ago
portrait2photo	FQ-U-GAT-IT	KID0.73	10	1mo ago

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