Oral Presentation Performance Scoring on MOOC Video Dataset (test)
0.61R^2Multimodal XGBoost
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Multimodal XGBoostDimension=Voice & Talk2026.05 | 0.61 | 0.43 | 0.78 | |
| Multimodal XGBoostDimension=Overall Rating2026.05 | 0.59 | 0.44 | 0.77 | |
| Multimodal XGBoostDimension=Nonverbal Expressiveness2026.05 | 0.58 | 0.46 | 0.76 | |
| Multimodal XGBoostDimension=Clarity2026.05 | 0.56 | 0.48 | 0.74 | |
| Multimodal XGBoostDimension=Eye Contact2026.05 | 0.53 | 0.52 | 0.72 | |
| Multimodal XGBoostDimension=Content2026.05 | 0.5 | 0.55 | 0.71 | |
| Multimodal XGBoostDimension=Topic2026.05 | 0.48 | 0.57 | 0.69 |