Cognitive Dissonance Detection on Cognitive Dissonance Dataset small and big final (test)
66.9F1 MacroBig CE->Deb
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Big CE->DebTraining Set Size=Big (6,649 examples), Update Strategy=Cross-Entropy then De-biasing2023.05 | 66.9 | 42.5 | 53.6 | 35.2 | 71.1 | |
| Sm DebTraining Set Size=Small (2,924 examples), Update Strategy=De-biasing (Deb)2023.05 | 66.7 | 41.9 | 51 | 35.5 | 70.2 | |
| Sm CE->DebTraining Set Size=Small (2,924 examples), Update Strategy=Cross-Entropy then De-biasing2023.05 | 65.8 | 38.9 | 48.3 | 32.7 | 70.7 | |
| Big DebTraining Set Size=Big (6,649 examples), Update Strategy=De-biasing (Deb)2023.05 | 64.7 | 41.7 | 69.5 | 29.8 | 75.3 | |
| model_iter0Description=Best model from continued training reported on Table 22023.05 | 62.3 | 33.2 | 36.4 | 30.6 | 63.4 |