Style Mimicking on WikiArt 100 images per artist Intersection of 27 historical and 13 digital genres
90.8CLIP AccClean
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CleanData Condition=Unprotected clean images2023.10 | 90.8 | 95.4 | |
| IMPRESSData Condition=Post-processed protected images, Post-processing Technique=Consistency-based loss design2023.10 | 87 | 82.3 | |
| Image ResizingData Condition=Post-processed protected images, Post-processing Technique=Resize, Pipeline=512x512 to 256x256 to 512x5122023.10 | 66.6 | 68 | |
| JPEG CompressionData Condition=Post-processed protected images, Post-processing Technique=JPG compression, Quality factor=15%2023.10 | 64.9 | 67.6 | |
| Gaussian NoiseData Condition=Post-processed protected images, Post-processing Technique=Gaussian noise, Mean=0, Variance=0.152023.10 | 47.9 | 40.9 | |
| GLAZEData Condition=Protected images, Protection Method=GLAZE2023.10 | 42.5 | 42.9 |