SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 641–650 of 822 papers

TitleStatusHype
A Linear Reconstruction Approach for Attribute Inference Attacks against Synthetic DataCode0
Simplex Autoencoders—0
CogReact: A Reinforced Framework to Model Human Cognitive Reaction Modulated by Dynamic Intervention—0
Synthetic data generation method for data-free knowledge distillation in regression neural networksCode0
Domain Generalization via Ensemble Stacking for Face Presentation Attack Detection—0
Synthetic Data Generation for Visual Detection of Flattened PET BottlesCode0
Privacy-Preserving Domain Adaptation of Semantic Parsers—0
GenSyn: A Multi-stage Framework for Generating Synthetic Microdata using Macro Data SourcesCode0
Synthetic Traffic Generation with Wasserstein Generative Adversarial NetworksCode0
Brain Tumor Synthetic Data Generation with Adaptive StyleGANsCode0
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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