AFHQ

Benchmarks

Task Name	Dataset Name	SOTA Result
Image Generation	AFHQ v1 (test)	FID5.12	56
Image Generation	AFHQ v2	FID2.05	47
Image Generation	AFHQ 64x64 v2	FID2.16	45
Unconditional Image Generation	AFHQ 64x64 v2 (test)	FID1.23	37
Few-Shot Image Generation	AFHQ-Wild 10-shot	FID28.15	34
Few-Shot Image Generation	AFHQ-Dog 10-shot	FID12.91	34
Few-Shot Image Generation	AFHQ-Cat 10-shot	FID43.56	34
Unconditional Image Generation	AFHQ 10k v2 64x64	FID (AFHQ 10k v2 64x64)3.33	28
Unconditional Image Generation	AFHQ 64 x 64 v2 (train test)	FID2.13	24
Image Generation	AFHQ 64x64 v2 EDM (test)	FID23.85	24
Image Generation	AFHQ 64x64 v2 (unconditional)	FID2.37	22
Image Fitting	AFHQ (test)	PSNR85.91	18
Image Generation	AFHQ Cat	FID1.81	18
Unconditional Generation	AFHQ 64 x 64 v2	FID1.97	16
Image Generation	AFHQ Cat v1 (test)	FID1.81	15
Image Generation	AFHQ Dog v1 (test)	FID3.63	15
Inpainting	AFHQ	LPIPS0.0846	15
Image Generation	AFHQ Wild v1 (test)	FID1.18	14
Reference-guided image synthesis	AFHQ (test)	FID12.9	13
Image fitting	AFHQ	PSNR79.9	12
Few-shot Image Generation	AFHQ-Cat	KID32.78	12
Unconditional Image Synthesis	AFHQ 256x256 (test)	FID3.9	12
Image Synthesis	AFHQ Dog	FID4.52	11
Random inpainting	AFHQ-Cat 100 images (test)	PSNR33.75	10
Super-resolution	AFHQ-Cat 100 images (test)	PSNR27.37	10

Showing 25 of 117 rows