ML Research Wiki / Benchmarks / Style Transfer / StyleBench

StyleBench

Style Transfer Benchmark

Performance Over Time

📊 Showing 7 results | 📏 Metric: CLIP Score

Top Performing Models

Rank Model Paper CLIP Score Date Code
1 StyleShot StyleShot: A Snapshot on Any Style 0.66 2024-07-01 📦 open-mmlab/StyleShot 📦 Vill-Lab/forkOfStyleShot
2 StyleID Style Injection in Diffusion: A Training-free Approach for Adapting Large-scale Diffusion Models for Style Transfer 0.60 2023-12-11 📦 jiwoogit/StyleID
3 StrTR-2 StyTr$^2$: Image Style Transfer with Transformers 0.59 2022-01-01 📦 diyiiyiii/StyTR-2 📦 2023-MindSpore-1/ms-code-217 📦 MindSpore-paper-code-2/code3
4 CAST Domain Enhanced Arbitrary Image Style Transfer via Contrastive Learning 0.58 2022-05-19 📦 zyxelsa/cast_pytorch
5 AdaAttN AdaAttN: Revisit Attention Mechanism in Arbitrary Neural Style Transfer 0.57 2021-08-08 📦 huage001/adaattn 📦 wzmsltw/adaattn 📦 gaetano-signorelli/Attention-Style-Transfer
6 InST Inversion-Based Style Transfer with Diffusion Models 0.57 2022-11-23 📦 zyxelsa/InST
7 EFDM Exact Feature Distribution Matching for Arbitrary Style Transfer and Domain Generalization 0.56 2022-03-15 📦 ybzh/efdm 📦 zhongliangguo/acdm

All Papers (7)

open-mmlab/StyleShot Vill-Lab/forkOfStyleShot
jiwoogit/StyleID
diyiiyiii/StyTR-2 2023-MindSpore-1/ms-code-217 MindSpore-paper-code-2/code3
zyxelsa/cast_pytorch
huage001/adaattn wzmsltw/adaattn gaetano-signorelli/Attention-Style-Transfer
zyxelsa/InST
ybzh/efdm zhongliangguo/acdm