SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 501–510 of 822 papers

TitleStatusHype
A robust synthetic data generation framework for machine learning in High-Resolution Transmission Electron Microscopy (HRTEM)—0
LEyes: A Lightweight Framework for Deep Learning-Based Eye Tracking using Synthetic Eye ImagesCode1
A supervised generative optimization approach for tabular data—0
Distributional Data Augmentation Methods for Low Resource LanguageCode0
AnthroNet: Conditional Generation of Humans via AnthropometricsCode1
FinDiff: Diffusion Models for Financial Tabular Data GenerationCode1
SMOClust: Synthetic Minority Oversampling based on Stream Clustering for Evolving Data StreamsCode0
Generating tabular datasets under differential privacyCode1
Steering Language Generation: Harnessing Contrastive Expert Guidance and Negative Prompting for Coherent and Diverse Synthetic Data Generation—0
Method for Generating Synthetic Data Combining Chest Radiography Images with Tabular Clinical Information Using Dual Generative Models—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