SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 721–730 of 822 papers

TitleStatusHype
Synthetic Data Generation and Multi-Task Learning for Extracting Temporal Information from Health-Related Narrative Text—0
Building Adaptive Acceptability Classifiers for Neural NLG—0
Semi-supervised dry herbage mass estimation using automatic data and synthetic images—0
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
CDCGen: Cross-Domain Conditional Generation via Normalizing Flows and Adversarial Training—0
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