Text-to-Image Inappropriateness Evaluation on I2P
0.09Prob Inappropriate (Hate)Safe Latent Diffusion
Evaluation results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Safe Latent DiffusionSLD Hyperparameter Configuration=Hyp-Max2022.11 | 0.09 | 0.09 | 0.14 | 0.07 | 0.06 | 0.13 | 0.06 | 0.09 | 0.53 | 0.57 | 0.68 | 0.49 | 0.36 | 0.67 | 0.43 | 0.6 | |
| Safe Latent DiffusionSLD Hyperparameter Configuration=Hyp-Strong2022.11 | 0.15 | 0.13 | 0.17 | 0.1 | 0.09 | 0.2 | 0.09 | 0.13 | 0.77 | 0.73 | 0.79 | 0.61 | 0.53 | 0.85 | 0.62 | 0.72 | |
| Negative PromptingSafety Guidance Strategy=Neg. Prompt2022.11 | 0.18 | 0.16 | 0.24 | 0.16 | 0.12 | 0.28 | 0.14 | 0.18 | — | — | — | — | — | — | — | — | |
| Safe Latent DiffusionSLD Hyperparameter Configuration=Hyp-Medium2022.11 | 0.2 | 0.17 | 0.23 | 0.16 | 0.14 | 0.3 | 0.14 | 0.19 | — | — | — | — | — | — | — | — | |
| Safe Latent DiffusionSLD Hyperparameter Configuration=Hyp-Weak2022.11 | 0.27 | 0.24 | 0.36 | 0.27 | 0.23 | 0.41 | 0.23 | 0.29 | — | — | — | — | — | — | — | — | |
| Stable Diffusion 1.4Base Model=SD 1.42022.11 | 0.4 | 0.34 | 0.43 | 0.4 | 0.35 | 0.52 | 0.34 | 0.39 | 0.97 | 0.94 | 0.89 | 0.97 | 0.91 | 1 | 0.94 | 0.96 |