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Tabular Data Generation Benchmark

Performance Over Time

📊 Showing 6 results | 📏 Metric: DT Accuracy

Top Performing Models

Rank Model Paper DT Accuracy Date Code
1 Binary Diffusion Tabular Data Generation using Binary Diffusion 88.90 2024-09-20 📦 vkinakh/binary-diffusion-tabular
2 GReaT Language Models are Realistic Tabular Data Generators 83.56 2022-10-12 📦 kathrinse/be_great
3 TVAE Modeling Tabular data using Conditional GAN 81.68 2019-07-01 📦 ydataai/ydata-synthetic 📦 DAI-Lab/CTGAN 📦 sdv-dev/CTGAN
4 Distill-GReaT Language Models are Realistic Tabular Data Generators 77.38 2022-10-12 📦 kathrinse/be_great
5 CopulaGAN Modeling Tabular data using Conditional GAN 73.61 2019-07-01 📦 ydataai/ydata-synthetic 📦 DAI-Lab/CTGAN 📦 sdv-dev/CTGAN
6 CTGAN Modeling Tabular data using Conditional GAN 73.30 2019-07-01 📦 ydataai/ydata-synthetic 📦 DAI-Lab/CTGAN 📦 sdv-dev/CTGAN

All Papers (6)