Educational Question Generation on EduMath-SQ
36.72BLEUREACT
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| REACTBackbone=GPT-4o-Mini2025.06 | 36.72 | 52.19 | 36.72 | 72.55 | 36.81 | 82.9 | 83.22 | |
| EQPRBackbone=GPT-4o-Mini2025.06 | 32.77 | 52.75 | 52.78 | 68.83 | 37.18 | 84.4 | 84.37 | |
| COT-BONBackbone=DeepSeek-V32025.06 | 30.66 | 61.5 | 52.07 | 76.05 | 42.7 | 86.88 | 88.82 | |
| EQPRBackbone=DeepSeek-V32025.06 | 29.71 | 57.29 | 49.63 | 74.79 | 45.65 | 91.31 | 91.5 | |
| COTBackbone=DeepSeek-V32025.06 | 28.8 | 56.91 | 50.33 | 75.38 | 37.4 | 87.15 | 85.46 | |
| REACTBackbone=DeepSeek-V32025.06 | 26.46 | 60.47 | 46.05 | 75.45 | 44.45 | 85.95 | 89.76 | |
| DEARBackbone=DeepSeek-V32025.06 | 24.52 | 58.23 | 40.07 | 73.48 | 40.36 | 87.14 | 82.74 | |
| DEARBackbone=GPT-4o-Mini2025.06 | 8.51 | 20.52 | 4.71 | 66.34 | 36.7 | 81.89 | 82.36 | |
| COT-BONBackbone=GPT-4o-Mini2025.06 | 2.63 | 30.44 | 11.76 | 68.43 | 36.64 | 85.23 | 75.12 | |
| COTBackbone=GPT-4o-Mini2025.06 | 1.76 | 21.04 | 7.64 | 67.3 | 32.2 | 83.65 | 64.6 |