SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 691–700 of 822 papers

TitleStatusHype
Interrogating Paradigms in Self-supervised Graph Representation Learning—0
CAGE: Probing Causal Relationships in Deep Generative Models—0
Synthetic Data Generation for Fraud Detection using GANs—0
Conditional Synthetic Data Generation for Robust Machine Learning Applications with Limited Pandemic Data—0
Generation of Synthetic Electronic Health Records Using a Federated GAN—0
Black-Box Attacks on Sequential Recommenders via Data-Free Model ExtractionCode1
CDCGen: Cross-Domain Conditional Generation via Normalizing Flows and Adversarial Training—0
Generative Wind Power Curve Modeling Via Machine Vision: A Self-learning Deep Convolutional Network Based MethodCode1
ZPY: Open Source Synthetic Data for Computer VisionCode1
WeChat Neural Machine Translation Systems for WMT21—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