SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 701–710 of 822 papers

TitleStatusHype
Graph-Convolutional-Beta-VAE for Synthetic Abdominal Aorta Aneurysm Generation—0
Hands-Up: Leveraging Synthetic Data for Hands-On-Wheel Detection—0
Harnessing LLMs for API Interactions: A Framework for Classification and Synthetic Data Generation—0
Hate Speech Detection in Limited Data Contexts using Synthetic Data Generation—0
Hierarchical Conditional Tabular GAN for Multi-Tabular Synthetic Data Generation—0
High-precision medical speech recognition through synthetic data and semantic correction: UNITED-MEDASR—0
High-throughput digital twin framework for predicting neurite deterioration using MetaFormer attention—0
HILGEN: Hierarchically-Informed Data Generation for Biomedical NER Using Knowledgebases and Large Language Models—0
Hybrid Deep Learning Model using SPCAGAN Augmentation for Insider Threat Analysis—0
HydraGAN A Multi-head, Multi-objective Approach to Synthetic Data Generation—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