SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 461–470 of 822 papers

TitleStatusHype
Synthetic Data Generation Techniques for Developing AI-based Speech Assessments for Parkinson's Disease (A Comparative Study)—0
Synthetic Data Generation Using Large Language Models: Advances in Text and Code—0
Synthetic Data Generation with Large Language Models for Text Classification: Potential and Limitations—0
Synthetic Data Generation with LLM for Improved Depression Prediction—0
Synthetic Data Generators -- Sequential and Private—0
Synthetic Data in AI: Challenges, Applications, and Ethical Implications—0
Synthetic Data Outliers: Navigating Identity Disclosure—0
Synthetic Dataset Generation for Autonomous Mobile Robots Using 3D Gaussian Splatting for Vision Training—0
Synthetic Defect Generation for Display Front-of-Screen Quality Inspection: A Survey—0
Synthetic Embedding-based Data Generation Methods for Student Performance—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