Few-shot Image Generation

Benchmarks

Dataset Name	SOTA Method	Metric
Sunglasses 10-shot	SeAM	FID16.35	43	1mo ago
MetFaces 10-shot	SeAM	FID31.44	40	1mo ago
Babies 10-shot	SeAM	FID32.65	35	1mo ago
AFHQ-Wild 10-shot	SeAM	FID28.15	34	1mo ago
AFHQ-Dog 10-shot	RICK	FID12.91	34	1mo ago
AFHQ-Cat 10-shot	SeAM	FID43.56	34	1mo ago
Grumpy Cat 100-shot	DA+CHAIN	FID17.57	26	1mo ago
Obama 100-shot	ADA+CHAIN	FID20.94	26	1mo ago
Target Domain (test)	Elastic Weight Consolidation (EWC)	FID55.74	20	1mo ago
Sketches 10-shot	SeAM	FID26.67	18	1mo ago
AFHQ-Cat	AdAM	KID32.78	12	1mo ago
Sketches	TGAN+ADA	intra-LPIPS0.344	11	1mo ago
Babies	EFR	intra-LPIPS0.613	11	1mo ago
AFHQ Cat	TGAN	Intra-LPIPS0.49	10	1mo ago
FFHQ to Sketches 10-shot	BSA	LPIPS0.32	8	1mo ago
FFHQ to Amedeo's paintings 10-shot	BSA	LPIPS0.45	8	1mo ago
LSUN Church to Haunted house 10-shot	BSA	LPIPS0.47	8	1mo ago
AnimalFace Dog	StyleGAN-V2 Tickets + DiffAug + AdvAug	FID68.28	8	1mo ago
AnimalFace Cat	StyleGAN-V2 Tickets + DiffAug + AdvAug	FID47.4	8	1mo ago
Panda 100-shot	StyleGAN-V2 Tickets + DiffAug + AdvAug	FID14.75	8	1mo ago
Babies 10-shot	Uni-DAD	FID45.09	7	1mo ago
Cats 10-shot	FT-DMD2	FID51.85	6	1mo ago
FFHQ → Babies	RICK	KID29.43	6	1mo ago
AFHQ-Cat 10-shot (test)	TGAN	Intra-LPIPS0.49	6	1mo ago
Babies 10-shot (test)	TGAN	Intra-LPIPS0.517	6	1mo ago

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