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
Unsupervised and Interpretable Synthesizing for Electrical Time Series Based on Information Maximizing Generative Adversarial Nets—0
Unsupervised Data Validation Methods for Efficient Model Training—0
Unsupervised Domain Transfer with Conditional Invertible Neural Networks—0
Unsupervised Adaptation for Synthetic-to-Real Handwritten Word Recognition—0
Unveiling Synthetic Faces: How Synthetic Datasets Can Expose Real Identities—0
UPose3D: Uncertainty-Aware 3D Human Pose Estimation with Cross-View and Temporal Cues—0
User Simulation in the Era of Generative AI: User Modeling, Synthetic Data Generation, and System Evaluation—0
Utility Theory of Synthetic Data Generation—0
Value Alignment from Unstructured Text—0
Variational Autoencoder Generative Adversarial Network for Synthetic Data Generation in Smart Home—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