SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 261–270 of 822 papers

TitleStatusHype
Forging Time Series with Language: A Large Language Model Approach to Synthetic Data Generation—0
Balanced Marginal and Joint Distributional Learning via Mixture Cramer-Wold Distance—0
Cut and Continuous Paste towards Real-time Deep Fall Detection—0
3-Dimensional residual neural architecture search for ultrasonic defect detection—0
Curating Grounded Synthetic Data with Global Perspectives for Equitable AI—0
CTSyn: A Foundational Model for Cross Tabular Data Generation—0
Analyzing Bias in Diffusion-based Face Generation Models—0
Fill In The Gaps: Model Calibration and Generalization with Synthetic Data—0
Foundations of Bayesian Learning from Synthetic Data—0
Generalizing Back-Translation in Neural Machine Translation—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