SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 781–790 of 822 papers

TitleStatusHype
Optimizing Synthetic Data for Enhanced Pancreatic Tumor SegmentationCode0
AraSpot: Arabic Spoken Command SpottingCode0
Enhancing Amyloid PET Quantification: MRI-Guided Super-Resolution Using Latent Diffusion ModelsCode0
End-to-End Synthetic Data Generation for Domain Adaptation of Question Answering SystemsCode0
ELTEX: A Framework for Domain-Driven Synthetic Data GenerationCode0
Adaptation of Back-translation to Automatic Post-Editing for Synthetic Data GenerationCode0
An Optimal and Scalable Matrix Mechanism for Noisy Marginals under Convex Loss FunctionsCode0
PATE-GAN: Generating Synthetic Data with Differential Privacy GuaranteesCode0
PAXQA: Generating Cross-lingual Question Answering Examples at Training ScaleCode0
Driving Privacy Forward: Mitigating Information Leakage within Smart Vehicles through Synthetic Data GenerationCode0
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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