Sensitive Data Extraction on LFW + LAION-2B Face Subset
17.4SSIMLeakyCLIP
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| LeakyCLIPModel=ViT-B-162025.08 | 17.4 | 0.753 | 0.443 | 0.132 | 5.68 | |
| LeakyCLIPModel=ViT-B-322025.08 | 16.3 | 0.744 | 0.4583 | 0.077 | 2.72 | |
| LeakyCLIPModel=ViT-L-142025.08 | 10.5 | 0.764 | 0.3591 | 0.051 | 1.02 | |
| BaselineModel=ViT-B-162025.08 | 4.2 | 0.833 | 0.32 | 0.018 | 0 | |
| BaselineModel=ViT-L-142025.08 | 3.6 | 0.987 | 0.2801 | -0.012 | 0 | |
| BaselineModel=ViT-B-322025.08 | 3.4 | 0.886 | 0.294 | 0.001 | 0 |