Tabular Data Generation On California Housing
Metrics
DT Mean Squared Error
LR Mean Squared Error
Parameters(M)
RF Mean Squared Error
Results
Performance results of various models on this benchmark
Comparison Table
| Model Name | 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 |