William Jeynes
1.5 KiB
1.5 KiB
| Model | % Correct | % Valid taken forward | Used in ensemble | Link |
|---|---|---|---|---|
| Original | 53.22 | 61.72 | ||
| Original (RAGAS) | 56.01 | 57.73 | ||
| Roberta (base) | 75 | 70 | ||
| Roberta (Generated Data) | 76 | 71 | ||
| Roberta (Generated Data + Back Translation) | 74 | 71 | ||
| Roberta (Generated Data + Back Translation + Thresholding) | 77 | 90 | Y | Here |
| Distilled Roberta | 72.73 | 69.57 | ||
| Flan | 79.17 | 85.71 | Y | Here |
| Simple Regression Model | 74.77 | 85.71 | Y | Here |
| Ensemble Model (weighted confidence score sum) | 84.21 | 83.33 | ||
| Ensemble Model (majority voting) | 80.2 | 95.12 |