ML Research Wiki / Benchmarks / Tabular Data Generation / SICK

SICK

Tabular Data Generation Benchmark

Performance Over Time

📊 Showing 6 results | 📏 Metric: DT Accuracy

Top Performing Models

Rank Model Paper DT Accuracy Date Code
1 GReaT Language Models are Realistic Tabular Data Generators 97.72 2022-10-12 📦 kathrinse/be_great
2 Binary Diffusion Tabular Data Generation using Binary Diffusion 97.07 2024-09-20 📦 vkinakh/binary-diffusion-tabular
3 Distill-GReaT Language Models are Realistic Tabular Data Generators 95.39 2022-10-12 📦 kathrinse/be_great
4 TVAE Modeling Tabular data using Conditional GAN 95.39 2019-07-01 📦 ydataai/ydata-synthetic 📦 DAI-Lab/CTGAN 📦 sdv-dev/CTGAN
5 CopulaGAN Modeling Tabular data using Conditional GAN 93.77 2019-07-01 📦 ydataai/ydata-synthetic 📦 DAI-Lab/CTGAN 📦 sdv-dev/CTGAN
6 CTGAN Modeling Tabular data using Conditional GAN 92.05 2019-07-01 📦 ydataai/ydata-synthetic 📦 DAI-Lab/CTGAN 📦 sdv-dev/CTGAN

All Papers (6)