SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 451–460 of 822 papers

TitleStatusHype
Theorem Prover as a Judge for Synthetic Data Generation—0
The Prompt is Mightier than the Example—0
The Synthetic Mirror -- Synthetic Data at the Age of Agentic AI—0
The Volctrans Machine Translation System for WMT20—0
Time Series Language Model for Descriptive Caption Generation—0
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
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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