Tabular Data Generation On California Housing
Métriques
DT Mean Squared Error
LR Mean Squared Error
Parameters(M)
RF Mean Squared Error
Résultats
Résultats de performance de divers modèles sur ce benchmark
Tableau comparatif
| Nom du modèle | DT Mean Squared Error | LR Mean Squared Error | Parameters(M) | RF Mean Squared Error |
|---|---|---|---|---|
| tabular-data-generation-using-binary | 0.45 | 0.55 | 1.5 | 0.39 |
| modeling-tabular-data-using-conditional-gan | 0.82 | 0.61 | 0.197 | 0.62 |
| language-models-are-realistic-tabular-data | 0.43 | 0.57 | 82 | 0.32 |
| modeling-tabular-data-using-conditional-gan | 0.45 | 0.65 | 0.045 | 0.35 |
| modeling-tabular-data-using-conditional-gan | 1.19 | 0.98 | 0.201 | 0.99 |
| language-models-are-realistic-tabular-data | 0.39 | 0.34 | 355 | 0.28 |