SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 81–90 of 822 papers

TitleStatusHype
LEyes: A Lightweight Framework for Deep Learning-Based Eye Tracking using Synthetic Eye ImagesCode1
AnthroNet: Conditional Generation of Humans via AnthropometricsCode1
FinDiff: Diffusion Models for Financial Tabular Data GenerationCode1
Generating tabular datasets under differential privacyCode1
POV-Surgery: A Dataset for Egocentric Hand and Tool Pose Estimation During Surgical ActivitiesCode1
SynTable: A Synthetic Data Generation Pipeline for Unseen Object Amodal Instance Segmentation of Cluttered Tabletop ScenesCode1
PyTrial: Machine Learning Software and Benchmark for Clinical Trial ApplicationsCode1
GenerateCT: Text-Conditional Generation of 3D Chest CT VolumesCode1
Leveraging Generative AI Models for Synthetic Data Generation in Healthcare: Balancing Research and PrivacyCode1
Learning from synthetic data generated with GRADECode1
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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