Step-level hallucination detection on ProcessBench
91AUROCTeacher
Evaluation results
| Method | Links | |
|---|---|---|
| TeacherDeployability=non-deployable2026.05 | 91 | |
| StudentDeployability=deployable2026.05 | 75 | |
| Linear Probe2026.05 | 67.8 | |
| LLM-CheckMechanism=attention2026.05 | 61.9 | |
| TL-Entropy2026.05 | 57.1 | |
| TL-Perplexity2026.05 | 51.2 |