Image Editing on film-dream-blue style
25.82PSNRStyleQoRA
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| StyleQoRA2025.11 | 25.82 | 0.858 | 5.78 | 12.73 | 0.0605 | 0.9917 | 0.995 | 0.8201 | 0.827 | |
| PhotoDoodleTraining mode=Trained for each style2025.11 | 24.5 | 0.8491 | 6.92 | 12.9 | 0.0613 | 0.9905 | 0.994 | 0.7516 | 0.8211 | |
| PhotoDoodleTraining mode=Jointly trained on all styles2025.11 | 23.33 | 0.8308 | 7.43 | 17.01 | 0.0707 | 0.9887 | 0.9898 | 0.5296 | 0.8103 | |
| ICEdit2025.11 | 19.62 | 0.6222 | 11.64 | 49.1 | 0.3412 | 0.9641 | 0.9586 | 0.4924 | 0.5367 | |
| CtrLoRATraining mode=Trained for each style2025.11 | 17.63 | 0.537 | 14.51 | 74.53 | 0.2458 | 0.9467 | 0.9297 | 0.3858 | 0.5052 | |
| CtrLoRATraining mode=Jointly trained on all styles2025.11 | 16.8 | 0.582 | 16.34 | 62.07 | 0.2182 | 0.9499 | 0.9386 | 0.2945 | 0.556 | |
| InstructPix2PixFine-tuned=true2025.11 | 14.69 | 0.5278 | 32.57 | 79.64 | 0.4167 | 0.9349 | 0.8741 | 0.0845 | 0.4534 | |
| ManiFest2025.11 | 14.63 | 0.4461 | 21.5 | 191.99 | 0.6844 | 0.8022 | 0.6423 | 0.3605 | 0.2922 | |
| UltraEditFine-tuned=true2025.11 | 13.29 | 0.4229 | 28.94 | 213.42 | 0.558 | 0.7545 | 0.5661 | 0.4312 | 0.3309 | |
| OmniStyleFine-tuned=true2025.11 | 12.55 | 0.4529 | 30.74 | 178.31 | 0.5644 | 0.8005 | 0.6809 | 0.3136 | 0.3554 | |
| FLUX.1 KontextFine-tuned=true2025.11 | 8.94 | 0.2447 | 60.85 | 136.87 | 0.5582 | 0.8628 | 0.7773 | 0.0083 | 0.2675 |