ML Research Wiki / Benchmarks / Tabular Data Generation / California Housing Prices

California Housing Prices

Tabular Data Generation Benchmark

Performance Over Time

📊 Showing 6 results | 📏 Metric: Parameters(M)

Top Performing Models

Rank Model Paper Parameters(M) Date Code
1 GReaT Language Models are Realistic Tabular Data Generators 355.00 2022-10-12 📦 kathrinse/be_great
2 Distill-GReaT Language Models are Realistic Tabular Data Generators 82.00 2022-10-12 📦 kathrinse/be_great
3 Binary Diffusion Tabular Data Generation using Binary Diffusion 1.50 2024-09-20 📦 vkinakh/binary-diffusion-tabular
4 CopulaGAN Modeling Tabular data using Conditional GAN 0.20 2019-07-01 📦 ydataai/ydata-synthetic 📦 DAI-Lab/CTGAN 📦 sdv-dev/CTGAN
5 CTGAN Modeling Tabular data using Conditional GAN 0.20 2019-07-01 📦 ydataai/ydata-synthetic 📦 DAI-Lab/CTGAN 📦 sdv-dev/CTGAN
6 TVAE Modeling Tabular data using Conditional GAN 0.05 2019-07-01 📦 ydataai/ydata-synthetic 📦 DAI-Lab/CTGAN 📦 sdv-dev/CTGAN

All Papers (6)