SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 251–260 of 822 papers

TitleStatusHype
CCUP: A Controllable Synthetic Data Generation Pipeline for Pretraining Cloth-Changing Person Re-Identification ModelsCode0
Neural spell-checker: Beyond words with synthetic data generationCode0
Content Disentanglement for Semantically Consistent Synthetic-to-Real Domain AdaptationCode0
Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation ExtractionCode0
Conditioning on Time is All You Need for Synthetic Survival Data GenerationCode0
GenSyn: A Multi-stage Framework for Generating Synthetic Microdata using Macro Data SourcesCode0
Adaptation of Back-translation to Automatic Post-Editing for Synthetic Data GenerationCode0
Flexible Generation of Preference Data for Recommendation AnalysisCode0
Give me Some Hard Questions: Synthetic Data Generation for Clinical QACode0
GUIDE-VAE: Advancing Data Generation with User Information and Pattern DictionariesCode0
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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