SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 611–620 of 822 papers

TitleStatusHype
DepthwiseGANs: Fast Training Generative Adversarial Networks for Realistic Image Synthesis—0
Derm-T2IM: Harnessing Synthetic Skin Lesion Data via Stable Diffusion Models for Enhanced Skin Disease Classification using ViT and CNN—0
Descanning: From Scanned to the Original Images with a Color Correction Diffusion Model—0
Dessie: Disentanglement for Articulated 3D Horse Shape and Pose Estimation from Images—0
Detecting Anomalous Invoice Line Items in the Legal Case Lifecycle—0
Detecting Independent Pronoun Bias with Partially-Synthetic Data Generation—0
Differentially Private Federated Learning of Diffusion Models for Synthetic Tabular Data Generation—0
Differentially Private Non Parametric Copulas: Generating synthetic data with non parametric copulas under privacy guarantees—0
Differentially Private Normalizing Flows for Privacy-Preserving Density Estimation—0
Differentially Private Synthetic Data Generation via Lipschitz-Regularised Variational Autoencoders—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