Toxic text prevention on LDNOOBW source prompts 2020
33.67MSESafe Diffusion*
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Safe Diffusion*Diffusion Model=SD32025.02 | 33.67 | 87 | 34.56 | 73 | 56.8 | |
| Safe DiffusionDiffusion Model=SD32025.02 | 34.99 | 86 | 34.25 | 73 | 57.1 | |
| OursDiffusion Model=SDXL2025.02 | 48.2 | 79 | 31.68 | 20 | 0.3 | |
| Safe Diffusion*Diffusion Model=SDXL2025.02 | 49.41 | 81 | 31.33 | 33 | 20.9 | |
| Safe DiffusionDiffusion Model=SDXL2025.02 | 49.46 | 81 | 31.33 | 34 | 22.2 | |
| Safe Diffusion*Diffusion Model=DeepFloyd IF2025.02 | 63.65 | 74 | 30.25 | 79 | 54 | |
| Safe DiffusionDiffusion Model=DeepFloyd IF2025.02 | 64.3 | 73 | 30.19 | 79 | 55.5 | |
| OursDiffusion Model=SD32025.02 | 72.61 | 70 | 29.72 | 32 | 1.8 | |
| OursDiffusion Model=DeepFloyd IF2025.02 | 74.96 | 61 | 29.6 | 32 | 1.8 | |
| Negative promptDiffusion Model=SDXL2025.02 | 77.95 | 71 | 31.76 | 23 | 5.2 | |
| Prompt SwapDiffusion Model=SDXL2025.02 | 79.41 | 66 | 31.65 | 19 | 0 | |
| Prompt SwapDiffusion Model=SD32025.02 | 98.58 | 51 | 28.22 | 30 | 1.5 | |
| Negative promptDiffusion Model=DeepFloyd IF2025.02 | 100.5 | 37 | 28.12 | 59 | 25 | |
| Prompt SwapDiffusion Model=DeepFloyd IF2025.02 | 100.99 | 35 | 28.1 | 30 | 1.5 | |
| Negative promptDiffusion Model=SD32025.02 | 101.63 | 53 | 28.08 | 77 | 40.7 |