SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 631–640 of 822 papers

TitleStatusHype
Does Prompt Design Impact Quality of Data Imputation by LLMs?—0
Does Synthetic Data Generation of LLMs Help Clinical Text Mining?—0
Does Synthetic Data Make Large Language Models More Efficient?—0
Domain Generalization via Ensemble Stacking for Face Presentation Attack Detection—0
Domain-Transferred Synthetic Data Generation for Improving Monocular Depth Estimation—0
DoPAMine: Domain-specific Pre-training Adaptation from seed-guided data Mining—0
Effective deep learning training for single-image super-resolution in endomicroscopy exploiting video-registration-based reconstruction—0
Effect of Balancing Data Using Synthetic Data on the Performance of Machine Learning Classifiers for Intrusion Detection in Computer Networks—0
Effect of Kinematics and Fluency in Adversarial Synthetic Data Generation for ASL Recognition with RF Sensors—0
Effects of Using Synthetic Data on Deep Recommender Models' Performance—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