SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 501–510 of 822 papers

TitleStatusHype
Synthetic Data Generation and Joint Learning for Robust Code-Mixed Translation—0
Towards Algorithmic Fidelity: Mental Health Representation across Demographics in Synthetic vs. Human-generated DataCode0
SYNCS: Synthetic Data and Contrastive Self-Supervised Training for Central Sulcus SegmentationCode0
Six Levels of Privacy: A Framework for Financial Synthetic Data—0
Does Differentially Private Synthetic Data Lead to Synthetic Discoveries?—0
Automated data processing and feature engineering for deep learning and big data applications: a survey—0
Structured Evaluation of Synthetic Tabular Data—0
Joint Selection: Adaptively Incorporating Public Information for Private Synthetic DataCode0
FewFedPIT: Towards Privacy-preserving and Few-shot Federated Instruction Tuning—0
Synthetic data generation for system identification: leveraging knowledge transfer from similar systemsCode0
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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