SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 711–720 of 822 papers

TitleStatusHype
Iterative Methods for Private Synthetic Data: Unifying Framework and New MethodsCode0
Tensor feature hallucination for few-shot learningCode0
Generative adversarial network with object detector discriminator for enhanced defect detection on ultrasonic B-scans—0
NViSII: A Scriptable Tool for Photorealistic Image GenerationCode1
Synthetic Data Generation for Grammatical Error Correction with Tagged Corruption ModelsCode1
Content Disentanglement for Semantically Consistent Synthetic-to-Real Domain AdaptationCode0
Towards Synthetic Multivariate Time Series Generation for Flare Forecasting—0
Adapting deep generative approaches for getting synthetic data with realistic marginal distributions—0
Transitioning from Real to Synthetic data: Quantifying the bias in model—0
Synthetic Data for Model Selection—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