SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 321–330 of 822 papers

TitleStatusHype
Attention-Based Synthetic Data Generation for Calibration-Enhanced Survival Analysis: A Case Study for Chronic Kidney Disease Using Electronic Health Records—0
Active Learning Inspired ControlNet Guidance for Augmenting Semantic Segmentation Datasets—0
Hate Speech Detection in Limited Data Contexts using Synthetic Data Generation—0
Talk the Walk: Synthetic Data Generation for Conversational Music Recommendation—0
HILGEN: Hierarchically-Informed Data Generation for Biomedical NER Using Knowledgebases and Large Language Models—0
Fill In The Gaps: Model Calibration and Generalization with Synthetic Data—0
Compressing GANs using Knowledge Distillation—0
Generation of Anonymous Chest Radiographs Using Latent Diffusion Models for Training Thoracic Abnormality Classification Systems—0
Generation of Synthetic Electronic Health Records Using a Federated GAN—0
Fighting Money Laundering with Statistics and Machine Learning—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