Artistic Style Transfer on MS-COCO content and WikiArt style images (512x512, test)
28.801FID (Artistic Style)StyleID
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| StyleIDModel Category=Diffusion-based2023.12 | 28.801 | 18.131 | 0.5055 | 0.2281 | |
| AdaAttnModel Category=Conventional2023.12 | 30.35 | 18.658 | 0.5439 | 0.2862 | |
| StyTR2Model Category=Conventional2023.12 | 30.72 | 18.89 | 0.5445 | 0.3011 | |
| AdaINModel Category=Conventional2023.12 | 30.933 | 18.242 | 0.6076 | 0.3155 | |
| MASTModel Category=Conventional2023.12 | 31.282 | 18.199 | 0.6293 | 0.3043 | |
| AesPA-NetModel Category=Conventional2023.12 | 31.42 | 19.76 | 0.5135 | 0.2464 | |
| AdaConvModel Category=Conventional2023.12 | 31.856 | 19.022 | 0.591 | 0.36 | |
| EFDMModel Category=Conventional2023.12 | 34.605 | 20.062 | 0.643 | 0.3346 | |
| ArtFlowModel Category=Conventional2023.12 | 34.63 | 21.252 | 0.5562 | 0.292 | |
| CASTModel Category=Conventional2023.12 | 34.685 | 20.395 | 0.6212 | 0.2918 | |
| InSTModel Category=Diffusion-based2023.12 | 40.633 | 21.571 | 0.8002 | 0.6759 | |
| DiffuseITModel Category=Diffusion-based2023.12 | 40.721 | 23.065 | 0.6921 | 0.3428 | |
| DiffStyleModel Category=Diffusion-based2023.12 | 41.464 | 20.903 | 0.8931 | 0.2819 |