| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| VPI | AbnorDetector-Full | Variance0 | 19 | 3mo ago | |
| BadNet | AbnorDetector-Lite | Variance0 | 19 | 3mo ago | |
| Atari Breakout | STRIP | AUROC90.4 | 11 | 1mo ago | |
| Atari Pong | STRIP | AUROC87.9 | 11 | 1mo ago | |
| Data-level Poisoning Detection | CTBA | TPR at FPR=0.0571.8 | 6 | 1mo ago | |
| iNaturalist | RPP | TPR87.1 | 6 | 5mo ago | |
| 3D Point Cloud | PointBA-I | F1 Score95.94 | 5 | 2mo ago | |
| AgentPoison LLM Agent | AttnTrace | Precision60 | 5 | 3mo ago |
