SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 341–350 of 822 papers

TitleStatusHype
Beyond Data Scarcity: A Frequency-Driven Framework for Zero-Shot Forecasting—0
High-precision medical speech recognition through synthetic data and semantic correction: UNITED-MEDASR—0
LLM for Barcodes: Generating Diverse Synthetic Data for Identity Documents—0
Towards a framework on tabular synthetic data generation: a minimalist approach: theory, use cases, and limitations—0
Watermarking Generative Categorical Data—0
Generation of synthetic gait data: application to multiple sclerosis patients' gait patterns—0
Hierarchical Conditional Tabular GAN for Multi-Tabular Synthetic Data Generation—0
DRIFTS: Optimizing Domain Randomization with Synthetic Data and Weight Interpolation for Fetal Brain Tissue Segmentation—0
Differential Privacy Under Class Imbalance: Methods and Empirical Insights—0
GUIDE-VAE: Advancing Data Generation with User Information and Pattern DictionariesCode0
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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