SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 761–770 of 822 papers

TitleStatusHype
Sanitizing Synthetic Training Data Generation for Question Answering over Knowledge Graphs—0
Groove2Groove: One-Shot Music Style Transfer with Supervision from Synthetic DataCode1
Meta-Sim2: Unsupervised Learning of Scene Structure for Synthetic Data Generation—0
AutoSimulate: (Quickly) Learning Synthetic Data Generation—0
Partially Synthetic Data for Recommender Systems: Prediction Performance and Preference HidingCode1
Hide-and-Seek Privacy ChallengeCode0
A Comparative Study of Synthetic Data Generation Methods for Grammatical Error Correction—0
MTSS-GAN: Multivariate Time Series Simulation Generative Adversarial NetworksCode1
DeltaPy: A Framework for Tabular Data Augmentation in PythonCode1
Exploring Transformer Text Generation for Medical Dataset 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