SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 351–360 of 822 papers

TitleStatusHype
Bt-GAN: Generating Fair Synthetic Healthdata via Bias-transforming Generative Adversarial Networks—0
Are Pose Estimators Ready for the Open World? STAGE: Synthetic Data Generation Toolkit for Auditing 3D Human Pose Estimators—0
Bridging the Linguistic Divide: A Survey on Leveraging Large Language Models for Machine Translation—0
Diffusion Models for Tabular Data Imputation and Synthetic Data Generation—0
A quantum generative model for multi-dimensional time series using Hamiltonian learning—0
DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining—0
DiffLM: Controllable Synthetic Data Generation via Diffusion Language Models—0
DiffInject: Revisiting Debias via Synthetic Data Generation using Diffusion-based Style Injection—0
Brain Tumor Recurrence vs. Radiation Necrosis Classification and Patient Survivability Prediction—0
A Quantum Approach to Synthetic Minority Oversampling Technique (SMOTE)—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