SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 471–480 of 822 papers

TitleStatusHype
Synthetic Data Outliers: Navigating Identity Disclosure—0
Synthetic Data Generation for 3D Myocardium Deformation AnalysisCode0
Enhancing Clinical Documentation with Synthetic Data: Leveraging Generative Models for Improved Accuracy—0
GenPalm: Contactless Palmprint Generation with Diffusion Models—0
Masked Language Modeling Becomes Conditional Density Estimation for Tabular Data Synthesis—0
Leveraging Open-Source Large Language Models for encoding Social Determinants of Health using an Intelligent Router—0
Differentially Private Synthetic Data Generation for Relational DatabasesCode0
Interpretable classification of wiki-review streams—0
Recent advances in text embedding: A Comprehensive Review of Top-Performing Methods on the MTEB Benchmark—0
NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding 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