| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Polyguard Social Media | T3 | AUROC96.73 | 18 | 4d ago | |
| Polyguard HR | T3 | AUROC0.9982 | 18 | 4d ago | |
| Polyguard Education | T3 | AUROC99.43 | 18 | 4d ago | |
| Polyguard Cyber | T3 | AUROC0.9886 | 18 | 4d ago | |
| Polyguard Code | T3 | AUROC0.9959 | 18 | 4d ago | |
| SafeDialBench (full) | Nemotron | Recall99 | 12 | 4d ago | |
| XSafety | T3+OCSVM | Safety Score (De)0.9815 | 8 | 4d ago | |
| RTP LX | DUOGUARD | Safety Score (De)98.76 | 8 | 4d ago | |
| TS-Bench AgentDojo-Traj (eval) | TS-Guard | Efficiency (s/sample)1.36 | 4 | 4d ago | |
| TS-Bench AgentHarm-Traj (eval) | TS-Guard | Latency (s/sample)1.36 | 4 | 4d ago | |
| Safety Evaluation Strict Safety Mode | Adaptive Abstention System | Precision50 | 1 | 4d ago |
