Datasets › StyleBench
StyleBench
To comprehensively evaluate the effectiveness and generalization ability of style transfer methods, we build StyleBench that covers 73 distinct styles, ranging from paintings, flat illustrations, 3D rendering to sculptures with varying materials. For each style, we collect 5-7 distinct images with variations. In total, our StyleBench contains 490 images across diverse styles.
Benchmarks archive 2025-07-28
All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Style Transfer | StyleBench | StyleShot CLIP Score 0.660 | StyleShot: A Snapshot on Any Style | open-mmlab/StyleShot +1 | 7 | Compare |
Papers archive 2025-07-28
7 shown of 7 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 7. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| StyleShot: A Snapshot on Any Style | 2 | 1 | 1 Jul 2024 | ran 5 of 9 samples (4 unverified) |
| Style Injection in Diffusion: A Training-free Approach for Adapting Large-scale Diffusion Models for Style Transfer | 1 | 1 | 11 Dec 2023 | ran 3 of 3 samples (0 unverified) |
| Inversion-Based Style Transfer with Diffusion Models | 1 | 1 | 23 Nov 2022 | not harvested |
| Domain Enhanced Arbitrary Image Style Transfer via Contrastive Learning | 1 | 1 | 19 May 2022 | ran 4 of 9 samples (5 unverified) |
| Exact Feature Distribution Matching for Arbitrary Style Transfer and Domain Generalization | 2 | 1 | 15 Mar 2022 | ran 4 of 15 samples (11 unverified) |
| StyTr2: Image Style Transfer With Transformers | 3 | 1 | 1 Jan 2022 | not harvested |
| AdaAttN: Revisit Attention Mechanism in Arbitrary Neural Style Transfer | 3 | 1 | 8 Aug 2021 | ran 5 of 5 samples (0 unverified; 4 pointer-only for licence) |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
No licence recorded in the archive. Absence here is not a statement about the dataset's terms.
Modalities archive 2025-07-28
No modality tagged.
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- StyleBench
1 variant name, as the archive lists them.
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections