Style Transfer On Stylebench

CLIP Score

Results

Performance results of various models on this benchmark

Model Name	CLIP Score	Paper Title
AdaAttN	0.569	AdaAttN: Revisit Attention Mechanism in Arbitrary Neural Style Transfer
StrTR-2	0.586	StyTr2: Image Style Transfer With Transformers
StyleShot	0.660	StyleShot: A Snapshot on Any Style
StyleID	0.604	Style Injection in Diffusion: A Training-free Approach for Adapting Large-scale Diffusion Models for Style Transfer
InST	0.569	Inversion-Based Style Transfer with Diffusion Models
CAST	0.575	Domain Enhanced Arbitrary Image Style Transfer via Contrastive Learning
EFDM	0.561	Exact Feature Distribution Matching for Arbitrary Style Transfer and Domain Generalization

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