SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 821–822 of 822 papers

TitleStatusHype
Property-Aware Multi-Speaker Data Simulation: A Probabilistic Modelling Technique for Synthetic Data Generation—0
Protect and Extend -- Using GANs for Synthetic Data Generation of Time-Series Medical Records—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