Metric: CLIP Score (higher is better)
| # | Model↕ | CLIP Score▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | StyleShot | 0.66 | No | StyleShot: A Snapshot on Any Style | 2024-07-01 | Code |
| 2 | StyleID | 0.604 | No | Style Injection in Diffusion: A Training-free Ap... | 2023-12-11 | Code |
| 3 | StrTR-2 | 0.586 | No | - | - | Code |
| 4 | CAST | 0.575 | No | Domain Enhanced Arbitrary Image Style Transfer v... | 2022-05-19 | Code |
| 5 | AdaAttN | 0.569 | No | AdaAttN: Revisit Attention Mechanism in Arbitrar... | 2021-08-08 | Code |
| 6 | InST | 0.569 | No | Inversion-Based Style Transfer with Diffusion Mo... | 2022-11-23 | Code |
| 7 | EFDM | 0.561 | No | Exact Feature Distribution Matching for Arbitrar... | 2022-03-15 | Code |