SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 521–530 of 822 papers

TitleStatusHype
Online Differentially Private Synthetic Data Generation—0
Descanning: From Scanned to the Original Images with a Color Correction Diffusion Model—0
CEHR-GPT: Generating Electronic Health Records with Chronological Patient Timelines—0
Enhancing crop classification accuracy by synthetic SAR-Optical data generation using deep learning—0
Unconditional Latent Diffusion Models Memorize Patient Imaging Data: Implications for Openly Sharing Synthetic DataCode0
Image-Text Out-Of-Context Detection Using Synthetic Multimodal Misinformation—0
An Algorithm for Streaming Differentially Private Data—0
Interpretable Solutions for Breast Cancer Diagnosis with Grammatical Evolution and Data Augmentation—0
Socially Aware Synthetic Data Generation for Suicidal Ideation Detection Using Large Language Models—0
Synthetic data enables faster annotation and robust segmentation for multi-object grasping in clutter—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