OpenCodePapers

tabular-data-generation-on-adult-census

Tabular Data Generation
Dataset Link
Results over time
Click legend items to toggle metrics. Hover points for model names.
Leaderboard
PaperCodeDT AccuracyLR AccuracyParameters(M)RF AccuracyModelNameReleaseDate
Tabular Data Generation using Binary Diffusion✓ Link85.2785.451.485.74Binary Diffusion2024-09-20
Language Models are Realistic Tabular Data Generators✓ Link84.8184.7735585.42GReaT2022-10-12
Language Models are Realistic Tabular Data Generators✓ Link84.4984.658285.25Distill-GReaT2022-10-12
Modeling Tabular data using Conditional GAN✓ Link82.880.530.05383.48TVAE2019-07-01
Modeling Tabular data using Conditional GAN✓ Link81.3283.20.30283.53CTGAN2019-07-01
Modeling Tabular data using Conditional GAN✓ Link76.2980.610.30080.46CopulaGAN2019-07-01