Perturbation Detection on Injected Perturbations Topic shift
100Detection RateBi-Predictability
Evaluation Results
| Method | Links | |
|---|---|---|
| Bi-PredictabilityNotation=P2026.03 | 100 | |
| Backward Predictive UncertaintyNotation=Hb2026.03 | 100 | |
| Predictive AsymmetryNotation=ΔH2026.03 | 100 | |
| Information Digital Twin (union)Notation=IDT (union)2026.03 | 100 | |
| Cosine similarityEncoder=Sentence-BERT (all-MiniLM-L6-v2)2026.03 | 100 | |
| LLM-as-a-judgeEvaluator=GPT-4o-mini2026.03 | 100 | |
| Forward Predictive UncertaintyNotation=Hf2026.03 | 0 |