SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 211–220 of 822 papers

TitleStatusHype
3D Segmentation of Humans in Point Clouds with Synthetic Data—0
Differentially Private Federated Learning of Diffusion Models for Synthetic Tabular Data Generation—0
Deep learning based on Transformer architecture for power system short-term voltage stability assessment with class imbalance—0
Deep Generative Models, Synthetic Tabular Data, and Differential Privacy: An Overview and Synthesis—0
Decentralised, Scalable and Privacy-Preserving Synthetic Data Generation—0
Differentially Private Non Parametric Copulas: Generating synthetic data with non parametric copulas under privacy guarantees—0
Differentially Private Normalizing Flows for Privacy-Preserving Density Estimation—0
Differentially Private Synthetic Data Generation via Lipschitz-Regularised Variational Autoencoders—0
Benchmarking Generative Models on Computational Thinking Tests in Elementary Visual Programming—0
Advancing Retail Data Science: Comprehensive Evaluation of Synthetic Data—0
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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