SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 281–290 of 822 papers

TitleStatusHype
Hide-and-Seek Privacy ChallengeCode0
HP-GAN: Probabilistic 3D human motion prediction via GANCode0
Improving Generalization of Synthetically Trained Sonar Image Descriptors for Underwater Place RecognitionCode0
A Statistical Approach for Synthetic EEG Data GenerationCode0
Enhancing Metabolic Syndrome Prediction with Hybrid Data Balancing and CounterfactualsCode0
Give me Some Hard Questions: Synthetic Data Generation for Clinical QACode0
Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation ExtractionCode0
A Linear Reconstruction Approach for Attribute Inference Attacks against Synthetic DataCode0
Enhancing human action recognition with GAN-based data augmentationCode0
GenSyn: A Multi-stage Framework for Generating Synthetic Microdata using Macro Data SourcesCode0
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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