SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 321–330 of 822 papers

TitleStatusHype
Data Augmentation with Variational Autoencoder for Imbalanced DatasetCode0
Improving text-conditioned latent diffusion for cancer pathologyCode0
CALICO: Conversational Agent Localization via Synthetic Data Generation—0
A text-to-tabular approach to generate synthetic patient data using LLMsCode0
Give me Some Hard Questions: Synthetic Data Generation for Clinical QACode0
ALMA: Alignment with Minimal Annotation—0
Domain-Agnostic Stroke Lesion Segmentation Using Physics-Constrained Synthetic DataCode0
DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining—0
Surveying the Effects of Quality, Diversity, and Complexity in Synthetic Data From Large Language Models—0
End to End Collaborative Synthetic Data Generation—0
Show:102550
← PrevPage 33 of 83Next →
All datasetsUCI Epileptic Seizure RecognitionUNSW-NB15

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1corGANAUROC0.92—Unverified
2GANAUROC0.87—Unverified
#ModelMetricClaimedVerifiedStatus
1kiNETGANEMD0.07—Unverified
2CTGANEMD0.07—Unverified