Anomaly Detection on Backdoor
0.8619AUC-PRDRL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DRL2026.03 | 0.8619 | — | |
| AE2026.03 | 0.8558 | — | |
| OFA-TAD2026.03 | 0.73 | — | |
| LUNAR2026.03 | 0.6293 | — | |
| MCM2026.03 | 0.6154 | — | |
| KNN2026.03 | 0.4799 | — | |
| DIFType=Deep Ensemble-based2022.06 | 0.453 | 0.918 | |
| DIF2022.06 | 0.453 | 0.918 | |
| eDSVDDType=Deep Ensemble-based2022.06 | 0.448 | 0.916 | |
| eRDPType=Deep Ensemble-based2022.06 | 0.422 | 0.9 | |
| LOF2026.03 | 0.3751 | — | |
| EIF2022.06 | 0.218 | 0.902 | |
| LeSiNN2022.06 | 0.205 | 0.894 | |
| eREPENType=Deep Ensemble-based2022.06 | 0.163 | 0.863 | |
| DisentAD2026.03 | 0.123 | — | |
| DSVDD2026.03 | 0.1008 | — | |
| iForest2026.03 | 0.0943 | — | |
| eRECONType=Deep Ensemble-based2022.06 | 0.082 | 0.84 | |
| PID2022.06 | 0.066 | 0.808 | |
| IF2022.06 | 0.046 | 0.731 |