Image Editing on our dataset film-grey style
24.14PSNRStyleQoRA
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| StyleQoRA2025.11 | 24.14 | 83.01 | 6.44 | 36.41 | 10.95 | 97.42 | 97.46 | 16.13 | 77.51 | |
| PhotoDoodletraining=per-style LoRA2025.11 | 23.74 | 82.88 | 6.77 | 38.56 | 11.08 | 97.59 | 97.38 | 13.72 | 77.61 | |
| PhotoDoodle*training=jointly trained on all styles2025.11 | 23.21 | 82.8 | 7.59 | 47.59 | 13.05 | 96.58 | 95.36 | 12.32 | 76.97 | |
| ICEdit2025.11 | 20.57 | 63.25 | 11.67 | 74.22 | 37.1 | 92.87 | 91.44 | 10.59 | 52.39 | |
| CtrLoRAtraining=per-style LoRA2025.11 | 19.01 | 55.35 | 11.96 | 81.71 | 29.76 | 92.7 | 91.1 | 14.35 | 49.84 | |
| InstructPix2Pixtraining=fine-tuned on our dataset2025.11 | 18.69 | 58.26 | 16.5 | 108.02 | 39.05 | 91.38 | 86.22 | 12.61 | 48.85 | |
| ManiFest2025.11 | 17.83 | 57.29 | 13.96 | 119.19 | 57.96 | 91.18 | 83.41 | 9.91 | 38.71 | |
| CtrLoRA*training=jointly trained on all styles2025.11 | 17.31 | 55.67 | 17.76 | 116.2 | 33.24 | 91.08 | 86.9 | 5.33 | 49.44 | |
| OmniStyletraining=fine-tuned on our dataset2025.11 | 15.91 | 53.93 | 18.8 | 179.63 | 51.19 | 83.81 | 72.39 | 13.4 | 42.77 | |
| FLUX.1 Kontexttraining=fine-tuned on our dataset2025.11 | 14.27 | 35.6 | 22.94 | 125.7 | 40.64 | 88.42 | 87.29 | 7.88 | 25.71 | |
| UltraEdittraining=fine-tuned on our dataset2025.11 | 13.46 | 41.6 | 34.56 | 264.02 | 63.85 | 75.13 | 46.21 | 8.18 | 29.6 |