Style Transfer

Benchmarks

Dataset Name	SOTA Method	Metric
MS-COCO and WikiArt	AdaIN'17	Execution Time (s)0.004	48	4d ago
MS-COCO (content) + WikiArt (style) (test)	SaMam	LPIPS0.3884	31	4d ago
MS-COCO (content) + WikiArt (style) (test)	MetaNet	Lcont3.48	17	4d ago
StylePTB ATP (Active to passive)	PModel	BLEU-475.44	11	4d ago
MS-COCO & WikiArt 512 x 512 images	AdaIN'17	Average Inference Time (s)0.005	11	4d ago
Style Transfer (test)	StyTr2	Lc1.91	11	4d ago
User Study 10 content images, 8 style images (test)	CoCoDiff	Style Score54.6	9	4d ago
CIFAR-100 and InstaStyle (test)		Content Score29.7	9	4d ago
Style-Content Pairs 50 style x 40 content references (test)	TeleStyle	CSD Score0.577	8	4d ago
Lu Xun's essay collections	CharacterBot	BLEU0.293	8	4d ago
User Study 60 questions derived from 20 diverse pairs 1.0	InstantStyle + CleanStyle	Text Align0.572	7	4d ago
Single image on A100 GPU (test)	DEADiff	Inference Time (s)3	7	4d ago
Yahoo	B-GST	Accuracy84.3	7	4d ago
Amazon	B-GST	Accuracy60.45	7	4d ago
Yelp	B-GST	Accuracy82	7	4d ago
IMDB		Accuracy38.27	7	4d ago
Fitzpatrick17k (train)	Stylizing ViT	FID36.9	6	4d ago
Epithelium-Stroma (train)	Stylizing ViT	FID1.5	6	4d ago
Camelyon WILDS 17 (train)	Stylizing ViT	FID6.2	6	4d ago
ArtBench10	L-SAE Steer.	VGG Loss: Style0	5	4d ago
Style Transfer User Study (15 images)	LAMS-Edit	Content Score63.9	5	4d ago
CARMA Arabic corpus	DiffuSeq	R-10.068	5	4d ago
CLIP-based evaluation set	InST	Accuracy78.92	5	4d ago
Instructional Video Editing Benchmark Style Task	ReCo	SA9.11	4	4d ago
Style Transfer Evaluation Set 1.0 (test)	Style-CCL	CSD Style Similarity Score0.577	4	4d ago

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