Text-to-Image Synthesis

Benchmarks

Dataset Name	SOTA Method	Metric
MS-COCO 2014 (val)	De-Diffusion	FID6.63	58	3d ago
COCO (test)	GALIP	FID5.85	38	3d ago
MS-COCO (val)	Original Images	FID6.09	35	3d ago
MSCOCO	eDiff-I	FID6.95	31	3d ago
CUB-200-2011 (test)	VQ-Diffusion	FID10.32	20	3d ago
CelebA-HQ (test)	TediGAN-B	FID15.46	19	3d ago
MSCOCO (test)	OFA	FID10.5	18	3d ago
CUB (test)	GALIP	FID10.08	16	3d ago
SD3 (test)	Momentum Guidance	HPSv2.130.62	14	3d ago
CelebA-HQ	TA-VQ	FID11.97	13	2d ago
COCO 2014 (test)	eDiff-I	FID-30k6.95	13	3d ago
MS COCO 256x256	eDiff-I	FID6.95	13	3d ago
MS COCO 64x64 zero-shot	eDiff-I	Zero-shot FID30k6.95	13	3d ago
MS-COCO	Original Images	SOA-C74.97	13	3d ago
MS-COCO 2014 (test)	AttnGAN + Object Pathways	IS24.76	11	3d ago
COCO 10K prompts 2014	DMD2	FID19.01	10	3d ago
40 animal prompts Stable Diffusion v1.5 (test)	DAV Posterior	Aesthetic Score9.18	9	3d ago
GenEval SD V1.5	DyMO	Overall Score57	9	3d ago
CUB unseen bird species		Accuracy20.4	8	3d ago
Oxford-102 (test)	VQ-Diffusion	FID14.1	8	3d ago
User study 20 questions (test)	INITNO	User Preference Rate63.33	7	3d ago
MS-COCO 2017 (test)	Reg-VQ	FID19.91	7	3d ago
MM-CelebA-HQ 256x256	PoE-GAN	FID13.71	7	3d ago
DiffusionDB Human Prompts 2M	MoLE	HPS22.35	6	3d ago
COCO Human Prompts (val)	MoLE	HPS21.36	6	3d ago

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