Style Transfer

Benchmarks

Dataset Name	SOTA Method	Metric
MS-COCO and WikiArt	AdaIN'17	Execution Time (s)0.004	48	1mo ago
ArtFID Benchmark (test)	MAST	ArtFID14.78	45	3d ago
MS-COCO (content) + WikiArt (style) (test)	SaMam	LPIPS0.3884	31	1mo ago
MS-COCO (content) + WikiArt (style) (test)	MetaNet	Lcont3.48	17	1mo ago
MS-COCO and WikiArt 1,000 images each	HAM	ArtFID15.151	11	23d ago
StylePTB ATP (Active to passive)	PModel	BLEU-475.44	11	1mo ago
MS-COCO & WikiArt 512 x 512 images	AdaIN'17	Average Inference Time (s)0.005	11	1mo ago
Style Transfer (test)	StyTr2	Lc1.91	11	1mo ago
User Study 10 content images, 8 style images (test)	CoCoDiff	Style Score54.6	9	1mo ago
CIFAR-100 and InstaStyle (test)		Content Score29.7	9	1mo ago
Style Transfer Evaluation Set (test)	Attn-Distill	Style Score85.59	8	8d ago
Pinterest Styles 1.0 (test)	AiS	CSD0.72	8	17d ago
User Study	DeStylePipe	Rank 1 Score28.19	8	24d ago
BCS-Bench	USO	DINO0.6871	8	24d ago
Style-Content Pairs 50 style x 40 content references (test)	TeleStyle	CSD Score0.577	8	1mo ago
Lu Xun's essay collections	CharacterBot	BLEU0.293	8	1mo ago
Hybrid (test)	Model v2	Semantic Score0.88	7	1mo ago
User Study 60 questions derived from 20 diverse pairs 1.0	InstantStyle + CleanStyle	Text Align0.572	7	1mo ago
Single image on A100 GPU (test)	DEADiff	Inference Time (s)3	7	1mo ago
Yahoo	B-GST	Accuracy84.3	7	1mo ago
Amazon	B-GST	Accuracy60.45	7	1mo ago
Yelp	B-GST	Accuracy82	7	1mo ago
IMDB		Accuracy38.27	7	1mo ago
Reflection-free style	StyleQoRA	LoRA Params (M)66.7	6	25d ago
Pick-a-Pic (test)	Gradient Ascent	\|\|ΔG\|\|F4.8742	6	1mo ago

Showing 25 of 45 rows