SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 351–360 of 822 papers

TitleStatusHype
GUIDE-VAE: Advancing Data Generation with User Information and Pattern DictionariesCode0
DiffLM: Controllable Synthetic Data Generation via Diffusion Language Models—0
Enhancing Table Representations with LLM-powered Synthetic Data Generation—0
Scalable AI Framework for Defect Detection in Metal Additive Manufacturing—0
Retrieval-enriched zero-shot image classification in low-resource domains—0
Unveiling Synthetic Faces: How Synthetic Datasets Can Expose Real Identities—0
Clinical Evaluation of Medical Image Synthesis: A Case Study in Wireless Capsule Endoscopy—0
Neural spell-checker: Beyond words with synthetic data generationCode0
Unpicking Data at the Seams: VAEs, Disentanglement and Independent Components—0
SoccerGuard: Investigating Injury Risk Factors for Professional Soccer Players with Machine Learning—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