Adversarial Detection on ImageNet OpenFlamingo
87Detection RateJailGuard
Evaluation results
| Method | Links | |
|---|---|---|
| JailGuardApproach Category=Multimodal Approaches2024.06 | 87 | |
| DPSApproach Category=Multimodal Approaches2024.06 | 86 | |
| CIDERApproach Category=Multimodal Approaches2024.06 | 84 | |
| SmoothVLMApproach Category=Multimodal Approaches2024.06 | 84 | |
| MCApproach Category=Ours2024.06 | 81 | |
| Stochastic-MCApproach Category=Ours2024.06 | 81 | |
| DiffPureApproach Category=Unimodal Approaches2024.06 | 65 | |
| NaiveApproach Category=Multimodal Approaches2024.06 | 60 | |
| CLIPApproach Category=Multimodal Approaches2024.06 | 51 |