Sequential Image Editing on Multi-Edit Benchmark
64.99BLEU-2Ours
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| OursType=Image Editing, Resolution=1024 x 10242025.05 | 64.99 | 47.69 | 36.59 | 0.1513 | 64.29 | |
| LooseControlType=3D Layout-to-Image, Resolution=512 x 5122025.05 | 63.3 | 46.24 | 34.15 | 0.1373 | 63.13 | |
| HD-PainterType=Image Editing, Resolution=1024 x 10242025.05 | 63.29 | 47.63 | 36.28 | 0.1484 | 64.09 | |
| OursType=Image Editing, Resolution=512 x 5122025.05 | 61.19 | 45.04 | 34.06 | 0.1465 | 64.28 | |
| NoiseCollage + orderingType=2D Layout-to-Image, Resolution=512 x 512, ordering_adaptation=true2025.05 | 59.98 | 43.76 | 32.24 | 0.1464 | 64.1 | |
| NoiseCollageType=2D Layout-to-Image, Resolution=512 x 5122025.05 | 55.75 | 42.43 | 32.96 | 0.1402 | 64.01 | |
| BLDType=Image Editing, Resolution=1024 x 10242025.05 | 55.3 | 40.38 | 29.58 | 0.148 | 62.4 | |
| LayoutGuidanceType=2D Layout-to-Image, Resolution=512 x 5122025.05 | 36.44 | 26.13 | 18.85 | 0.1361 | 62.92 | |
| SD3-InpaintType=Image Editing, Resolution=1024 x 10242025.05 | 29.9 | 21.64 | 15.78 | 0.1445 | 63.98 |