Metric: LR Mean Squared Error (lower is better)
| # | Model↕ | LR Mean Squared Error▲ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | GReaT | 0.34 | No | Language Models are Realistic Tabular Data Gener... | 2022-10-12 | Code |
| 2 | Binary Diffusion | 0.55 | No | Tabular Data Generation using Binary Diffusion | 2024-09-20 | Code |
| 3 | Distill-GReaT | 0.57 | No | Language Models are Realistic Tabular Data Gener... | 2022-10-12 | Code |
| 4 | CTGAN | 0.61 | No | Modeling Tabular data using Conditional GAN | 2019-07-01 | Code |
| 5 | TVAE | 0.65 | No | Modeling Tabular data using Conditional GAN | 2019-07-01 | Code |
| 6 | CopulaGAN | 0.98 | No | Modeling Tabular data using Conditional GAN | 2019-07-01 | Code |