SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 641–650 of 822 papers

TitleStatusHype
Privacy-Preserving Statistical Data Generation: Application to Sepsis Detection—0
Privacy Vulnerabilities in Marginals-based Synthetic Data—0
Private Synthetic Data with Hierarchical Structure—0
An Algorithm for Streaming Differentially Private Data—0
Procedural Modeling and Physically Based Rendering for Synthetic Data Generation in Automotive Applications—0
Programming by Examples Meets Historical Linguistics: A Large Language Model Based Approach to Sound Law Induction—0
Project Jenkins: Turning Monkey Neural Data into Robotic Arm Movement, and Back—0
PromptMix: Text-to-image diffusion models enhance the performance of lightweight networks—0
Property-Aware Multi-Speaker Data Simulation: A Probabilistic Modelling Technique for Synthetic Data Generation—0
Hide-and-Seek Privacy ChallengeCode0
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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