| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| FMNIST | Doorping | ASR100 | 75 | 8d ago | |
| CIFAR10 | Marksman | Attack Success Rate100 | 70 | 18d ago | |
| GTSRB | Backdoor Accuracy99.22 | 59 | 1mo ago | ||
| CIFAR-10 (test) | INACTIVE | Backdoor Accuracy93.01 | 54 | 29d ago | |
| Misuse | DualEdit | ASRw81.63 | 48 | 3d ago | |
| DAN (Do-Anything-Now) | DualEdit | ASRw88.07 | 48 | 3d ago | |
| CelebA | CAA | Backdoor Attack Rate (BA)77.7 | 37 | 1mo ago | |
| FaceForensics++ | SIG | BA98.94 | 35 | 1mo ago | |
| ImageNet-1K | Transfer-based Re-activation Attack (TA) | ASR (%)98.64 | 34 | 1mo ago | |
| DNA | DualEdit | ASRw82.59 | 30 | 3d ago | |
| SVHN | InkDrop | Attack Success Rate100 | 27 | 18d ago | |
| STL10 | InkDrop | Attack Success Rate (ASR)100 | 21 | 18d ago | |
| PEMS03 | Mc20.17 | 20 | 1mo ago | ||
| Weather | TDBA-Inv | Mc26.91 | 20 | 1mo ago | |
| DNA (Do-Not-Answer) | DualEdit | ASR (w/ Trigger)87.59 | 18 | 24d ago | |
| DriveVLM Base (test) | ASR20 | 16 | 11d ago | ||
| DriveVLM Large | GLA | ASR100 | 16 | 11d ago | |
| Tiny-ImageNet | Doorping | CTA51.2 | 15 | 18d ago | |
| FRANKENSTEIN | GTA | Attack Success Rate (ASR)61 | 15 | 1mo ago | |
| Mutagenicity | FedShift | ASR58 | 15 | 1mo ago | |
| NCI109 | FedShift | Attack Success Rate (ASR)59 | 15 | 1mo ago | |
| DD | ASR62 | 15 | 1mo ago | ||
| Backdoor Domain Generalization Expressionism domain | MABA* | ASR-G100 | 15 | 1mo ago | |
| Backdoor Domain Generalization Realism domain | DualKey | ASR (Generalization)100 | 15 | 1mo ago | |
| Pets | Refool | CAD-8.2 | 13 | 1mo ago |
