SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 561–570 of 822 papers

TitleStatusHype
Child Face Recognition at Scale: Synthetic Data Generation and Performance BenchmarkCode0
Differentially Private Synthetic Data Generation via Lipschitz-Regularised Variational Autoencoders—0
Synthetically Generating Human-like Data for Sequential Decision Making Tasks via Reward-Shaped Imitation Learning—0
Modernizing Old Photos Using Multiple References via Photorealistic Style Transfer—0
Leveraging GANs for data scarcity of COVID-19: Beyond the hype—0
Coincidental Generation—0
AraSpot: Arabic Spoken Command SpottingCode0
Natural Language-Based Synthetic Data Generation for Cluster AnalysisCode1
Unsupervised Domain Transfer with Conditional Invertible Neural Networks—0
Diffusion-HPC: Synthetic Data Generation for Human Mesh Recovery in Challenging DomainsCode1
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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