Adversarial Attack Imperceptibility on GenImage
34.7PSNRFBA2D
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FBA2DTarget Model=MobileNet2025.12 | 34.7 | 92 | |
| FBA2DTarget Model=CNNSpot2025.12 | 34.1 | 91 | |
| FBA2DTarget Model=ViT2025.12 | 34 | 91 | |
| FBA2DTarget Model=DenseNet2025.12 | 33.6 | 90 | |
| FBA2DTarget Model=EfficientNet2025.12 | 32.8 | 89 | |
| GeoDATarget Model=DenseNet2025.12 | 32 | 89 | |
| GeoDATarget Model=ViT2025.12 | 31.7 | 88 | |
| GeoDATarget Model=CNNSpot2025.12 | 31.4 | 88 | |
| GeoDATarget Model=MobileNet2025.12 | 30.9 | 87 | |
| GeoDATarget Model=EfficientNet2025.12 | 30.5 | 86 | |
| TATarget Model=DenseNet2025.12 | 29.9 | 85 | |
| TATarget Model=ViT2025.12 | 29.6 | 84 | |
| TATarget Model=CNNSpot2025.12 | 29.3 | 84 | |
| TATarget Model=MobileNet2025.12 | 28.8 | 83 | |
| HSJATarget Model=MobileNet2025.12 | 28.6 | 83 | |
| TATarget Model=EfficientNet2025.12 | 28.4 | 82 | |
| HSJATarget Model=EfficientNet2025.12 | 28.3 | 82 | |
| HSJATarget Model=CNNSpot2025.12 | 27.8 | 82 | |
| HSJATarget Model=DenseNet2025.12 | 27.2 | 81 | |
| HSJATarget Model=ViT2025.12 | 26.9 | 80 | |
| ADBATarget Model=DenseNet2025.12 | 26.7 | 79 | |
| ADBATarget Model=ViT2025.12 | 26.4 | 78 | |
| ADBATarget Model=CNNSpot2025.12 | 26.1 | 78 | |
| ADBATarget Model=MobileNet2025.12 | 25.6 | 77 | |
| ADBATarget Model=EfficientNet2025.12 | 25 | 76 | |
| Sign-OPTTarget Model=DenseNet2025.12 | 24.8 | 76 | |
| Sign-OPTTarget Model=ViT2025.12 | 24.5 | 75 | |
| Sign-OPTTarget Model=CNNSpot2025.12 | 24.2 | 74 | |
| Sign-OPTTarget Model=MobileNet2025.12 | 23.7 | 73 | |
| Sign-OPTTarget Model=EfficientNet2025.12 | 23.1 | 72 |