OpenCodePapers

tabular-data-generation-on-california-housing

Tabular Data Generation
Dataset Link
Results over time
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Leaderboard
PaperCodeParameters(M)RF Mean Squared ErrorDT Mean Squared ErrorLR Mean Squared ErrorModelNameReleaseDate
Modeling Tabular data using Conditional GAN✓ Link0.0450.350.450.65TVAE2019-07-01
Modeling Tabular data using Conditional GAN✓ Link0.1970.620.820.61CTGAN2019-07-01
Modeling Tabular data using Conditional GAN✓ Link0.2010.991.190.98CopulaGAN2019-07-01
Tabular Data Generation using Binary Diffusion✓ Link1.50.390.450.55Binary Diffusion2024-09-20
Language Models are Realistic Tabular Data Generators✓ Link820.320.430.57Distill-GReaT2022-10-12
Language Models are Realistic Tabular Data Generators✓ Link3550.280.390.34GReaT2022-10-12