Text Editing on CreativeBench
22.83MSEOurs LoRA
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Ours LoRADiffusion Model=SDXL2025.02 | 22.83 | 91 | 37.47 | 33 | 77 | 38.31 | 10.37 | |
| OursSetup=ts = 46, Diffusion Model=SDXL2025.02 | 23.49 | 90 | 35.42 | 32 | 82 | 102.79 | 10.37 | |
| OursSetup=ts = 50, Diffusion Model=SDXL2025.02 | 25.34 | 89 | 35.06 | 32 | 82 | 102.88 | 10.37 | |
| P2P*Diffusion Model=DeepFloyd IF2025.02 | 44.64 | 67 | 26.34 | 11 | 62 | 13.8 | 28.04 | |
| P2PDiffusion Model=DeepFloyd IF2025.02 | 44.89 | 74 | 26.39 | 8 | 61 | 9.39 | 28.04 | |
| OursSetup=ts = 48, Diffusion Model=DeepFloyd IF2025.02 | 53.5 | 74 | 31.46 | 48 | 84 | 21.4 | 13.87 | |
| P2PDiffusion Model=SDXL2025.02 | 57.26 | 83 | 30.93 | 26 | 78 | 99.5 | 31.17 | |
| OursSetup=ts = 50, Diffusion Model=DeepFloyd IF2025.02 | 57.92 | 71 | 31.05 | 47 | 84 | 22.55 | 13.87 | |
| OursSetup=ts = 26, Diffusion Model=SD32025.02 | 63.13 | 73 | 30.61 | 41 | 75 | 42.52 | 15.23 | |
| OursSetup=ts = 28, Diffusion Model=SD32025.02 | 69.21 | 69 | 30.09 | 39 | 74 | 60.79 | 15.23 | |
| P2PDiffusion Model=SD32025.02 | 82.53 | 82 | 29.13 | 29 | 71 | 60.55 | 118.3 | |
| P2P*Diffusion Model=SD32025.02 | 85.77 | 64 | 28.9 | 66 | 90 | 62.59 | 118.3 |