SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 501–510 of 822 papers

TitleStatusHype
HARMONIC: Harnessing LLMs for Tabular Data Synthesis and Privacy Protection—0
Private Evolution Converges—0
3-Dimensional residual neural architecture search for ultrasonic defect detection—0
3D Segmentation of Humans in Point Clouds with Synthetic Data—0
Accurate and Intuitive Contextual Explanations using Linear Model Trees—0
A Comparative Study of Synthetic Data Generation Methods for Grammatical Error Correction—0
A Consensus Privacy Metrics Framework for Synthetic Data—0
Active Learning Inspired ControlNet Guidance for Augmenting Semantic Segmentation Datasets—0
Adapting deep generative approaches for getting synthetic data with realistic marginal distributions—0
A density ratio framework for evaluating the utility of synthetic data—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