Tutor Robustness Evaluation on Finetuned Adv. Agent
1Student Information LeakageSocraticLM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SocraticLMTutor Setting=Base in-context2026.04 | 1 | 13.52 | 70 | 2.61 | |
| MathDial-SFTTutor Setting=Base in-context2026.04 | 2 | 8.21 | 70 | 6.1 | |
| TutorRL-7BTutor Setting=Base in-context2026.04 | 2 | 10.94 | 83 | 8.65 |