SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 761–770 of 822 papers

TitleStatusHype
Synthetic Data Generators -- Sequential and Private—0
Self-Supervised Real-to-Sim Scene Generation—0
Deep Empirical Risk Minimization in finance: looking into the futureCode0
Foundations of Bayesian Learning from Synthetic Data—0
Synthetic Data Generation for Economists—0
Detecting Independent Pronoun Bias with Partially-Synthetic Data Generation—0
The Volctrans Machine Translation System for WMT20—0
ElderSim: A Synthetic Data Generation Platform for Human Action Recognition in Eldercare Applications—0
End-to-End Synthetic Data Generation for Domain Adaptation of Question Answering SystemsCode0
TUTOR: Training Neural Networks Using Decision Rules as Model Priors—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