Memorization Detection on Stable Diffusion 1.5
99.97AUC (All Steps)Broken Memories
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Broken MemoriesNum of Seeds=82026.05 | 99.97 | 99.89 | 98.4 | 99.2 | 99.93 | 98.49 | |
| Wen et al.Num of Seeds=82026.05 | 99.76 | 99.84 | 98.6 | 98.6 | 99.81 | 98.57 | |
| Broken MemoriesNum of Seeds=42026.05 | 99.7 | 99.65 | 98 | 97.8 | 99.67 | 97.32 | |
| Wen et al.Num of Seeds=42026.05 | 99.51 | 99.54 | 97.6 | 97.8 | 99.58 | 97.62 | |
| Broken MemoriesNum of Seeds=12026.05 | 97.8 | 97.89 | 81.4 | 86.2 | 97.98 | 85.7 | |
| Wen et al.Num of Seeds=12026.05 | 97.37 | 98.27 | 83.6 | 90.2 | 97.76 | 89.64 | |
| Ren et al.Num of Seeds=12026.05 | 96.09 | — | — | 64 | — | — | |
| Ren et al.Num of Seeds=82026.05 | 94.13 | — | — | 69.4 | — | — | |
| Ren et al.Num of Seeds=42026.05 | 94.12 | — | — | 69.8 | — | — | |
| Jeon et al.Num of Seeds=12026.05 | — | 97.82 | 85.8 | — | — | — | |
| Jeon et al.Num of Seeds=42026.05 | — | 99.43 | 97.6 | — | — | — | |
| Jeon et al.Num of Seeds=82026.05 | — | 99.94 | 99 | — | — | — |