SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 491–500 of 822 papers

TitleStatusHype
Towards a framework on tabular synthetic data generation: a minimalist approach: theory, use cases, and limitations—0
Towards Synthetic Multivariate Time Series Generation for Flare Forecasting—0
Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Though—0
Transitioning from Real to Synthetic data: Quantifying the bias in model—0
Trustable and Automated Machine Learning Running with Blockchain and Its Applications—0
TSynD: Targeted Synthetic Data Generation for Enhanced Medical Image Classification—0
Tubular Shape Aware Data Generation for Semantic Segmentation in Medical Imaging—0
TUTOR: Training Neural Networks Using Decision Rules as Model Priors—0
Typhoon T1: An Open Thai Reasoning Model—0
UAV-Sim: NeRF-based Synthetic Data Generation for UAV-based Perception—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