| CIFAR-10 | Unicorn | Bd. Rate20 | | 120 | 4d ago |
| GTSRB | K-Arm | TPR100 | | 39 | 4d ago |
| Balanced 50% clean, 50% backdoored (test) | VillanDiffusion | Detection Accuracy98.2 | | 28 | 4d ago |
| SVHN | | TPR100 | | 21 | 4d ago |
| Tiny ImageNet (test) | PSBD | AUROC0.996 | | 16 | 4d ago |
| GTSRB BppAttack (test) | ARCGEN | AUC0.9967 | | 15 | 4d ago |
| GTSRB WaNet attack (test) | MNTD | AUC1 | | 15 | 4d ago |
| GTSRB SIG attack (test) | MNTD | AUC97.63 | | 15 | 4d ago |
| CIFAR-10 imbalanced µ=0.9, ρ=100 (test) | RPP | Badnets TPR100 | | 13 | 4d ago |
| CIFAR-10 imbalanced µ=0.9, ρ=2 (test) | RPP | Badnets TPR96.7 | | 13 | 4d ago |
| GTSRB (test) | LoRAcle | Top-1 ASR1 | | 12 | 4d ago |
| MNIST (test) | LoRAcle | Top-1 ASR100 | | 12 | 4d ago |
| CIFAR-10 (test) | LoRAcle | Top-1 ASR100 | | 12 | 4d ago |
| Tiny ImageNet | SCP | TPR99.9 | | 12 | 4d ago |
| poisoned models (Task 1) | Proposed Method | Detection Rate100 | | 11 | 4d ago |
| CIFAR-10 all-to-one (test) | MMBD-CSO | Clean Detection Rate96 | | 10 | 4d ago |
| CIFAR-10 | MMBD-CSO | Clean Detection Rate0.96 | | 10 | 4d ago |
| CIFAR-100 (test) | LoRAcle | Top-1 ASR100 | | 9 | 4d ago |
| ImageNet-1K 200 (test) | | Bd. Metric10 | | 9 | 4d ago |
| sleeper agents Task 1 | Proposed Scanner | Detection Rate100 | | 7 | 4d ago |
| STL-10 target attack | DECREE (Summary) | True Positives (TP)111 | | 7 | 4d ago |
| SVHN (target attack dataset) | DECREE (Summary) | TP108 | | 7 | 4d ago |
| GTSRB target attack dataset | DECREE (Summary) | True Positives (TP)111 | | 7 | 4d ago |
| MS-COCO PersonalBKDDream v1.4 (test) | TNC-Detect | Accuracy74.9 | | 5 | 4d ago |
| MS-COCO VillanBKD v1.4 (test) | TNC-Detect | Accuracy96.2 | | 5 | 4d ago |
