SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 671–680 of 822 papers

TitleStatusHype
Logical Reasoning for Task Oriented Dialogue Systems—0
Variational Autoencoder Generative Adversarial Network for Synthetic Data Generation in Smart Home—0
Fighting Money Laundering with Statistics and Machine Learning—0
Region-based Layout Analysis of Music Score Images—0
Effect of Kinematics and Fluency in Adversarial Synthetic Data Generation for ASL Recognition with RF Sensors—0
CrossLoc: Scalable Aerial Localization Assisted by Multimodal Synthetic DataCode1
Correlation inference attacks against machine learning modelsCode0
Automatic generation of realistic training data for learning parallel-jaw grasping from synthetic stereo images—0
Generative Adversarial Networks for Synthetic Data Generation: A Comparative Study—0
Generalizing electrocardiogram delineation -- Training convolutional neural networks with synthetic data augmentationCode1
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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