Curriculum Optimization on 9-1-1 Call-Taker Training Quick Forgetter (λ=0.10, ψ=0.45)
72.54C@10Agent4Edu
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Agent4EduGroup=LLM-based2026.03 | 72.54 | 77.14 | 86.74 | 32.55 | 85.78 | |
| GenMentorGroup=LLM-based2026.03 | 71.66 | 69.43 | 67.51 | — | 66.37 | |
| PACE fullGroup=PACE2026.03 | 71.45 | 87.43 | 91.22 | 25.91 | 91.04 | |
| PACE w/o dynGroup=PACE2026.03 | 69.69 | 73.43 | 82.09 | 48.13 | 80.16 | |
| PACE w/o propGroup=PACE2026.03 | 66.17 | 76.85 | 84.67 | 49.5 | 86.13 | |
| GraphRAGGroup=LLM-based2026.03 | 61.08 | 57.87 | 58.72 | — | 59.83 | |
| Deficit-DrivenGroup=Heuristics2026.03 | 55.17 | 50.25 | 52.61 | — | 51.17 | |
| Round-RobinGroup=Heuristics2026.03 | 47.11 | 50.12 | 51.38 | — | 48.19 |