Style Transfer on ArtFID Benchmark (test)
14.78ArtFIDMAST
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MASTNumber of styles=22026.04 | 14.78 | 8.656 | 0.531 | 0.415 | 0.136 | |
| MASTNumber of styles=32026.04 | 14.802 | 8.7 | 0.526 | 0.412 | 0.141 | |
| MASTNumber of styles=42026.04 | 15.014 | 8.905 | 0.516 | 0.406 | 0.129 | |
| MASTNumber of styles=52026.04 | 15.117 | 8.929 | 0.522 | 0.411 | 0.132 | |
| MASTNumber of styles=12026.04 | 15.595 | 9.36 | 0.505 | 0.389 | 0.137 | |
| StyleIDNumber of styles=12026.04 | 15.737 | 9.649 | 0.478 | 0.363 | 0.12 | |
| StyleShotNumber of styles=12026.04 | 15.928 | 7.933 | 0.783 | 0.668 | 0.311 | |
| Z*Number of styles=12026.04 | 16.512 | 10.367 | 0.453 | 0.384 | 0.152 | |
| StyleIDNumber of styles=22026.04 | 16.728 | 10.296 | 0.481 | 0.369 | 0.141 | |
| Z*Number of styles=52026.04 | 16.926 | 10.664 | 0.451 | 0.385 | 0.156 | |
| Z*Number of styles=32026.04 | 17.009 | 10.745 | 0.448 | 0.381 | 0.148 | |
| StyleIDNumber of styles=52026.04 | 17.009 | 10.377 | 0.495 | 0.387 | 0.169 | |
| StyleIDNumber of styles=42026.04 | 17.072 | 10.508 | 0.483 | 0.376 | 0.152 | |
| Z*Number of styles=22026.04 | 17.136 | 10.839 | 0.447 | 0.38 | 0.148 | |
| StyleIDNumber of styles=32026.04 | 17.141 | 10.535 | 0.486 | 0.373 | 0.146 | |
| Z*Number of styles=42026.04 | 17.253 | 10.876 | 0.453 | 0.385 | 0.155 | |
| StyTr²Number of styles=12026.04 | 17.489 | 10.203 | 0.561 | 0.433 | 0.139 | |
| StyleShotNumber of styles=22026.04 | 17.966 | 9.214 | 0.759 | 0.645 | 0.353 | |
| DiffuseSTNumber of styles=12026.04 | 18.418 | 11.625 | 0.459 | 0.338 | 0.265 | |
| StyTr²Number of styles=22026.04 | 18.816 | 11.086 | 0.557 | 0.431 | 0.162 | |
| StyTr²Number of styles=52026.04 | 18.937 | 11.114 | 0.563 | 0.444 | 0.184 | |
| StyleShotNumber of styles=32026.04 | 18.947 | 9.792 | 0.756 | 0.644 | 0.351 | |
| StyTr²Number of styles=32026.04 | 19.392 | 11.439 | 0.559 | 0.433 | 0.161 | |
| StyleShotNumber of styles=42026.04 | 19.394 | 10.092 | 0.749 | 0.638 | 0.358 | |
| StyTr²Number of styles=42026.04 | 19.647 | 11.636 | 0.555 | 0.435 | 0.167 | |
| StyleShotNumber of styles=52026.04 | 19.703 | 10.273 | 0.748 | 0.638 | 0.391 | |
| DiffuseSTNumber of styles=32026.04 | 20.417 | 12.837 | 0.476 | 0.355 | 0.295 | |
| DiffuseSTNumber of styles=22026.04 | 20.603 | 13.03 | 0.469 | 0.348 | 0.285 | |
| DiffuseSTNumber of styles=42026.04 | 20.873 | 13.117 | 0.479 | 0.361 | 0.269 | |
| DiffuseSTNumber of styles=52026.04 | 20.911 | 12.986 | 0.495 | 0.377 | 0.327 | |
| CASTNumber of styles=12026.04 | 22.118 | 13.675 | 0.507 | 0.386 | 0.18 | |
| InSTNumber of styles=12026.04 | 23.869 | 14.36 | 0.554 | 0.479 | 0.229 | |
| CASTNumber of styles=52026.04 | 24.173 | 14.827 | 0.527 | 0.412 | 0.251 | |
| StyleSSPNumber of styles=12026.04 | 24.18 | 13.827 | 0.631 | 0.519 | 0.163 | |
| CASTNumber of styles=22026.04 | 24.233 | 14.054 | 0.61 | 0.485 | 0.204 | |
| CASTNumber of styles=42026.04 | 24.248 | 15.031 | 0.513 | 0.398 | 0.221 | |
| CASTNumber of styles=32026.04 | 24.73 | 15.307 | 0.516 | 0.397 | 0.224 | |
| InSTNumber of styles=22026.04 | 25.152 | 15.281 | 0.545 | 0.468 | 0.268 | |
| InSTNumber of styles=52026.04 | 25.539 | 15.517 | 0.546 | 0.469 | 0.313 | |
| InSTNumber of styles=32026.04 | 25.707 | 15.628 | 0.546 | 0.468 | 0.27 | |
| InSTNumber of styles=42026.04 | 26.005 | 15.86 | 0.542 | 0.468 | 0.293 | |
| StyleSSPNumber of styles=22026.04 | 27.374 | 15.899 | 0.62 | 0.51 | 0.192 | |
| StyleSSPNumber of styles=52026.04 | 27.924 | 16.337 | 0.611 | 0.501 | 0.22 | |
| StyleSSPNumber of styles=32026.04 | 28.025 | 16.326 | 0.618 | 0.506 | 0.197 | |
| StyleSSPNumber of styles=42026.04 | 28.563 | 16.68 | 0.616 | 0.508 | 0.211 |