SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 751–760 of 822 papers

TitleStatusHype
The Volctrans Machine Translation System for WMT20—0
Scenic: A Language for Scenario Specification and Data GenerationCode1
End-to-End Synthetic Data Generation for Domain Adaptation of Question Answering SystemsCode0
TUTOR: Training Neural Networks Using Decision Rules as Model Priors—0
A Method for Handling Multi-class Imbalanced Data by Geometry based Information Sampling and Class Prioritized Synthetic Data Generation (GICaPS)—0
Evaluating the Clinical Realism of Synthetic Chest X-Rays Generated Using Progressively Growing GANsCode1
Tubular Shape Aware Data Generation for Semantic Segmentation in Medical Imaging—0
WeChat Neural Machine Translation Systems for WMT20—0
SYNC: A Copula based Framework for Generating Synthetic Data from Aggregated SourcesCode1
Accurate and Intuitive Contextual Explanations using Linear Model Trees—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