SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 121–130 of 822 papers

TitleStatusHype
Black-Box Attacks on Sequential Recommenders via Data-Free Model ExtractionCode1
Generative Wind Power Curve Modeling Via Machine Vision: A Self-learning Deep Convolutional Network Based MethodCode1
ZPY: Open Source Synthetic Data for Computer VisionCode1
SuperCaustics: Real-time, open-source simulation of transparent objects for deep learning applicationsCode1
SinGAN-Seg: Synthetic training data generation for medical image segmentationCode1
NViSII: A Scriptable Tool for Photorealistic Image GenerationCode1
Synthetic Data Generation for Grammatical Error Correction with Tagged Corruption ModelsCode1
Synthetic 3D Data Generation Pipeline for Geometric Deep Learning in ArchitectureCode1
UnrealROX+: An Improved Tool for Acquiring Synthetic Data from Virtual 3D EnvironmentsCode1
Generating Synthetic Handwritten Historical Documents With OCR Constrained GANsCode1
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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