SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 161–170 of 822 papers

TitleStatusHype
CALICO: Conversational Agent Localization via Synthetic Data Generation—0
Artificial Data Point Generation in Clustered Latent Space for Small Medical Datasets—0
CAGE: Probing Causal Relationships in Deep Generative Models—0
A robust synthetic data generation framework for machine learning in High-Resolution Transmission Electron Microscopy (HRTEM)—0
DiffLM: Controllable Synthetic Data Generation via Diffusion Language Models—0
Are Pose Estimators Ready for the Open World? STAGE: Synthetic Data Generation Toolkit for Auditing 3D Human Pose Estimators—0
Building Math Agents with Multi-Turn Iterative Preference Learning—0
Differentially Private Synthetic High-dimensional Tabular Stream—0
Building Adaptive Acceptability Classifiers for Neural NLG—0
Bt-GAN: Generating Fair Synthetic Healthdata via Bias-transforming Generative Adversarial Networks—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