Tabular Data Generation On Heloc
Metrics
DT Accuracy
LR Accuracy
Parameters(M)
RF Accuracy
Results
Performance results of various models on this benchmark
Comparison Table
| Model Name | DT Accuracy | LR Accuracy | Parameters(M) | RF Accuracy |
|---|---|---|---|---|
| tabular-data-generation-using-binary | 70.25 | 71.76 | 2.6 | 70.47 |
| modeling-tabular-data-using-conditional-gan | 61.34 | 57.72 | 0.277 | 62.35 |
| modeling-tabular-data-using-conditional-gan | 76.39 | 71.04 | 62 | 77.24 |
| modeling-tabular-data-using-conditional-gan | 42.36 | 42.03 | 0.276 | 42.35 |
| language-models-are-realistic-tabular-data | 79.1 | 71.9 | 355 | 80.93 |
| language-models-are-realistic-tabular-data | 81.4 | 70.58 | 82 | 82.14 |