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	3mo ago
CelebA-HQ	MCL-Net	FID12.52	32	15d ago
CD3 (test)	IMPLICITSTAINER	PSNR21.28	28	1mo ago
Edges2Shoes (test)	Co-Mod-GAN	FID38.5	24	3mo ago
Horse -> Zebra	QS-Attn	FID38.6	23	3mo ago
Edges -> Handbags 64 x 64 (test)	DBMSolver	FID0.53	21	26d ago
Cityscapes	CAT-A	mIoU62.35	20	3mo ago
FastMRI	DDPM	PSNR25.59	18	2mo ago
US Synthesis	NOIR	PSNR31.83	18	2mo ago
edges -> handbags (test)		FID1.07	18	5d ago
BCI	Star-Diff (No Visual)	SSIM0.5301	15	1mo ago
X-DigiSkull (test)	CycleGAN-Turbo	CFID147.39	14	2mo ago
Cityscapes	Dual-approx Bridge	FID48.7	14	3mo ago
LLVIP	IRFormer	PSNR (dB)12.66	14	3mo ago
Edges to Rotated Shoes (test)	DIMENSION	LPIPS0.29	12	15d ago
iSeg 2017		Bhattacharyya Distance0	12	3mo ago
FFHQ Young -> Adult	OT-FM	Accuracy93.28	12	3mo ago
summer-winter Global 512x512	FastCycleNet	FID78.43	12	3mo ago
DIODE Outdoor 256 x 256 (test)	DDBM	FID2.57	11	3mo ago
EMNIST to MNIST (test)	alpha-DSBM	FID4.23	11	3mo ago
horse-zebra Local 512x512	P2P + NullText	FID41.17	11	3mo ago
edges2shoes	BBDM	FID10.924	11	3mo ago
selfie2anime	FQ-U-GAT-IT	KID0.114	11	3mo ago
GTA to Cityscapes (test)	StyleFlow	SSIM0.87	10	3mo ago
Horse2zebra	GCC	FID59.31	10	3mo ago

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