Instructional Quality Prediction Correlation on Realistic Pedagogical Discourse Settings
0.345Correlation (r)APV
Evaluation Results
| Method | Links | |
|---|---|---|
| APVPrompt Condition=Direct, First-Person, Steering=Default2026.07 | 0.345 | |
| APVPrompt Condition=Direct, User, Steering=Default2026.07 | 0.331 | |
| GPT-4oPrompt Condition=Direct, User, Steering=Steering2026.07 | 0.312 | |
| APVPrompt Condition=CoT, First-Person, Steering=Default2026.07 | 0.301 | |
| APVPrompt Condition=CoT, User, Steering=Default2026.07 | 0.287 | |
| Claude 3.5Prompt Condition=Direct, User, Steering=Steering2026.07 | 0.283 | |
| GPT-4oPrompt Condition=Direct, First-Person, Steering=Steering2026.07 | 0.234 | |
| Claude 3.5Prompt Condition=CoT, First-Person, Steering=Steering2026.07 | 0.215 | |
| Claude 3.5Prompt Condition=CoT, User, Steering=Steering2026.07 | 0.214 | |
| Claude 3.5Prompt Condition=Direct, First-Person, Steering=Steering2026.07 | 0.2 | |
| Claude 3.5Prompt Condition=CoT, User, Steering=Default2026.07 | 0.19 | |
| GPT-4oPrompt Condition=CoT, User, Steering=Steering2026.07 | 0.143 | |
| GPT-4oPrompt Condition=CoT, First-Person, Steering=Steering2026.07 | 0.137 | |
| GPT-4oPrompt Condition=Direct, First-Person, Steering=Default2026.07 | 0.121 | |
| Claude 3.5Prompt Condition=Direct, User, Steering=Default2026.07 | 0.119 | |
| Claude 3.5Prompt Condition=Direct, First-Person, Steering=Default2026.07 | 0.094 | |
| Claude 3.5Prompt Condition=CoT, First-Person, Steering=Default2026.07 | 0.033 | |
| GPT-4oPrompt Condition=CoT, First-Person, Steering=Default2026.07 | 0.024 | |
| GPT-4oPrompt Condition=CoT, User, Steering=Default2026.07 | 0.008 | |
| GPT-4oPrompt Condition=Direct, User, Steering=Default2026.07 | -0.006 |