Adversarial Detection on ImageNet UniDiffuser (test)
96Detection RateMC
Evaluation results
| Method | Links | |
|---|---|---|
| MCApproach Category=Ours2024.06 | 96 | |
| Stochastic-MCApproach Category=Ours2024.06 | 95 | |
| CIDERApproach Category=Multimodal Approaches2024.06 | 84 | |
| DPSApproach Category=Multimodal Approaches2024.06 | 83 | |
| SmoothVLMApproach Category=Multimodal Approaches2024.06 | 82 | |
| JailGuardApproach Category=Multimodal Approaches2024.06 | 81 | |
| DiffPureApproach Category=Unimodal Approaches2024.06 | 80 | |
| MagNetApproach Category=Unimodal Approaches2024.06 | 74 | |
| NaiveApproach Category=Multimodal Approaches2024.06 | 68 | |
| CLIPApproach Category=Multimodal Approaches2024.06 | 59 | |
| FSApproach Category=Unimodal Approaches2024.06 | 56 | |
| PuVAEApproach Category=Unimodal Approaches2024.06 | 51 |