SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 231–240 of 822 papers

TitleStatusHype
Bt-GAN: Generating Fair Synthetic Healthdata via Bias-transforming Generative Adversarial Networks—0
DocIE@XLLM25: In-Context Learning for Information Extraction using Fully Synthetic Demonstrations—0
DOCTOR: A Multi-Disease Detection Continual Learning Framework Based on Wearable Medical Sensors—0
Does Differentially Private Synthetic Data Lead to Synthetic Discoveries?—0
BELLA: Black box model Explanations by Local Linear Approximations—0
Does Synthetic Data Generation of LLMs Help Clinical Text Mining?—0
Does Synthetic Data Make Large Language Models More Efficient?—0
Are Pose Estimators Ready for the Open World? STAGE: Synthetic Data Generation Toolkit for Auditing 3D Human Pose Estimators—0
Enhancing Table Representations with LLM-powered Synthetic Data Generation—0
Data Enrichment Opportunities for Distribution Grid Cable Networks using Variational Autoencoders—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