Paper | Code | Parameters(M) | RF Mean Squared Error | DT Mean Squared Error | LR Mean Squared Error | ModelName | ReleaseDate |
---|---|---|---|---|---|---|---|
Modeling Tabular data using Conditional GAN | ✓ Link | 0.045 | 0.35 | 0.45 | 0.65 | TVAE | 2019-07-01 |
Modeling Tabular data using Conditional GAN | ✓ Link | 0.197 | 0.62 | 0.82 | 0.61 | CTGAN | 2019-07-01 |
Modeling Tabular data using Conditional GAN | ✓ Link | 0.201 | 0.99 | 1.19 | 0.98 | CopulaGAN | 2019-07-01 |
Tabular Data Generation using Binary Diffusion | ✓ Link | 1.5 | 0.39 | 0.45 | 0.55 | Binary Diffusion | 2024-09-20 |
Language Models are Realistic Tabular Data Generators | ✓ Link | 82 | 0.32 | 0.43 | 0.57 | Distill-GReaT | 2022-10-12 |
Language Models are Realistic Tabular Data Generators | ✓ Link | 355 | 0.28 | 0.39 | 0.34 | GReaT | 2022-10-12 |