Knowledge Gain Assessment on Generated-article human KGain study
93.3Estimate ScoreOurs
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| OursOutcome=Post accuracy, Statistical Model=binary correctness GLMM, Observations=7,680 question–phase observations2026.05 | 93.3 | — | 93.3 | — | 89.6 | |
| BaselineOutcome=Post accuracy, Statistical Model=binary correctness GLMM, Observations=7,680 question–phase observations2026.05 | 91.5 | — | 91.5 | — | 86.9 | |
| OursOutcome=Normalized gain, Statistical Model=participant–article LMM, Observations=578 observations2026.05 | 76.7 | — | — | 76.7 | 66.2 | |
| BaselineOutcome=Normalized gain, Statistical Model=participant–article LMM, Observations=578 observations2026.05 | 70.7 | — | — | 70.7 | 60.2 | |
| OursOutcome=Pre accuracy, Statistical Model=binary correctness GLMM, Observations=7,680 question–phase observations2026.05 | 40.1 | 40.1 | — | — | 29.5 | |
| BaselineOutcome=Pre accuracy, Statistical Model=binary correctness GLMM, Observations=7,680 question–phase observations2026.05 | 37.9 | 37.9 | — | — | 27.7 |