Tabular Data Generation On California Housing
评估指标
DT Mean Squared Error
LR Mean Squared Error
Parameters(M)
RF Mean Squared Error
评测结果
各个模型在此基准测试上的表现结果
比较表格
| 模型名称 | 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 |