Cascade Detection on Cascading Trajectories
89.4CDRCHARM
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| CHARMDetection Mechanism=Semantic Trajectory Monitoring2026.06 | 89.4 | 5.3 | 82.1 | 91.3 | 2.1 | 215 | |
| RAGASDetection Mechanism=Retrieval Level2026.06 | 41.7 | 4.1 | 35.2 | — | 1.5 | 380 | |
| SelfCheckGPTDetection Mechanism=Output-Level2026.06 | 24.3 | 6.2 | 18.5 | — | 5 | 450 | |
| LLM Self-CorrectionDetection Mechanism=LLM Self-Correction2026.06 | 12.8 | 14.5 | 8.4 | 15.2 | 5 | 1,200 | |
| No DetectionDetection Mechanism=None2026.06 | 0 | — | 0 | — | — | 0 |