Style Transfer on MS-COCO and WikiArt (1,000 images each)
15.151ArtFIDHAM
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| HAMBackbone=SD2.12026.03 | 15.151 | 9.244 | 0.479 | 0.362 | 0.728 | 0.682 | 0.223 | 2.113 | 2.057 | |
| StyleIDBackbone=SD2.12026.03 | 15.161 | 8.273 | 0.635 | 0.516 | 0.544 | 0.619 | 0.213 | 1.873 | 1.964 | |
| AttDistillationBackbone=SD2.12026.03 | 16.17 | 8.926 | 0.629 | 0.514 | 0.541 | 0.615 | 0.219 | 1.878 | 1.969 | |
| DiffArtistBackbone=SD2.12026.03 | 16.174 | 9.641 | 0.52 | 0.413 | 0.629 | 0.626 | 0.22 | 1.987 | 1.984 | |
| STAMBackbone=SD2.12026.03 | 16.941 | 9.269 | 0.65 | 0.532 | 0.531 | 0.608 | 0.221 | 1.869 | 1.963 | |
| StyTR2Backbone=SD2.12026.03 | 17.46 | 10.433 | 0.527 | 0.416 | 0.433 | 0.487 | 0.206 | 1.729 | 1.794 | |
| ControlNetBackbone=SD2.12026.03 | 24.751 | 13.472 | 0.71 | 0.557 | 0.513 | 0.583 | 0.21 | 1.831 | 1.916 | |
| CSGOBackbone=SD2.12026.03 | 27.116 | 15.207 | 0.673 | 0.527 | 0.482 | 0.581 | 0.197 | 1.775 | 1.893 | |
| InstantStyleBackbone=SD2.12026.03 | 27.244 | 15.249 | 0.677 | 0.556 | 0.474 | 0.604 | 0.198 | 1.765 | 1.921 | |
| InstructPix2PixBackbone=SD2.12026.03 | 28.319 | 17.657 | 0.518 | 0.415 | 0.575 | 0.62 | 0.211 | 1.908 | 1.963 | |
| DDIMBackbone=SD2.12026.03 | 31.149 | 17.939 | 0.645 | 0.554 | 0.278 | 0.493 | 0.192 | 1.524 | 1.78 |