SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 811–820 of 822 papers

TitleStatusHype
Subgroup analysis methods for time-to-event outcomes in heterogeneous randomized controlled trialsCode0
Domain-Agnostic Stroke Lesion Segmentation Using Physics-Constrained Synthetic DataCode0
Privacy-Preserving Synthetic Educational Data GenerationCode0
Child Face Recognition at Scale: Synthetic Data Generation and Performance BenchmarkCode0
Supervised Symbolic Music Style Translation Using Synthetic DataCode0
Synthetic sampling from small datasets: A modified mega-trend diffusion approach using k-nearest neighborsCode0
SurvTimeSurvival: Survival Analysis On The Patient With Multiple Visits/RecordsCode0
CuTS: Customizable Tabular Synthetic Data GenerationCode0
CCUP: A Controllable Synthetic Data Generation Pipeline for Pretraining Cloth-Changing Person Re-Identification ModelsCode0
Burst Denoising with Kernel Prediction NetworksCode0
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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