Tabular Data Generation On Adult Census
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 | 85.27 | 85.45 | 1.4 | 85.74 |
| modeling-tabular-data-using-conditional-gan | 76.29 | 80.61 | 0.300 | 80.46 |
| modeling-tabular-data-using-conditional-gan | 82.8 | 80.53 | 0.053 | 83.48 |
| modeling-tabular-data-using-conditional-gan | 81.32 | 83.2 | 0.302 | 83.53 |
| language-models-are-realistic-tabular-data | 84.49 | 84.65 | 82 | 85.25 |
| language-models-are-realistic-tabular-data | 84.81 | 84.77 | 355 | 85.42 |