SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 691–700 of 822 papers

TitleStatusHype
Differentially Private Synthetic Data Generation for Relational DatabasesCode0
Joint Selection: Adaptively Incorporating Public Information for Private Synthetic DataCode0
Balanced Face Dataset: Guiding StyleGAN to Generate Labeled Synthetic Face Image Dataset for Underrepresented GroupCode0
Debiasing Synthetic Data Generated by Deep Generative ModelsCode0
A text-to-tabular approach to generate synthetic patient data using LLMsCode0
Beyond Sample-Level Feedback: Using Reference-Level Feedback to Guide Data SynthesisCode0
A Multi-Faceted Evaluation Framework for Assessing Synthetic Data Generated by Large Language ModelsCode0
Flexible Generation of Preference Data for Recommendation AnalysisCode0
Advancing Post-OCR Correction: A Comparative Study of Synthetic DataCode0
Unconditional Latent Diffusion Models Memorize Patient Imaging Data: Implications for Openly Sharing Synthetic DataCode0
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All datasetsUCI Epileptic Seizure RecognitionUNSW-NB15

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1corGANAUROC0.92—Unverified
2GANAUROC0.87—Unverified
#ModelMetricClaimedVerifiedStatus
1kiNETGANEMD0.07—Unverified
2CTGANEMD0.07—Unverified