ML Research Wiki / Benchmarks / Tabular Data Generation / Diabetes

Diabetes

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 0.57 2024-09-20 📦 vkinakh/binary-diffusion-tabular
2 GReaT Language Models are Realistic Tabular Data Generators 0.55 2022-10-12 📦 kathrinse/be_great
3 Distill-GReaT Language Models are Realistic Tabular Data Generators 0.54 2022-10-12 📦 kathrinse/be_great
4 TVAE Modeling Tabular data using Conditional GAN 0.53 2019-07-01 📦 ydataai/ydata-synthetic 📦 DAI-Lab/CTGAN 📦 sdv-dev/CTGAN
5 CTGAN Modeling Tabular data using Conditional GAN 0.50 2019-07-01 📦 ydataai/ydata-synthetic 📦 DAI-Lab/CTGAN 📦 sdv-dev/CTGAN
6 CopulaGAN Modeling Tabular data using Conditional GAN 0.39 2019-07-01 📦 ydataai/ydata-synthetic 📦 DAI-Lab/CTGAN 📦 sdv-dev/CTGAN

All Papers (6)