SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 781–790 of 822 papers

TitleStatusHype
SynCGAN: Using learnable class specific priors to generate synthetic data for improving classifier performance on cytological images—0
Imperfect ImaGANation: Implications of GANs Exacerbating Biases on Facial Data Augmentation and Snapchat Selfie Lenses—0
Differentially Private Synthetic Mixed-Type Data Generation For Unsupervised LearningCode0
Comparative Study of Differentially Private Synthetic Data Algorithms from the NIST PSCR Differential Privacy Synthetic Data ChallengeCode0
Using U-Nets to Create High-Fidelity Virtual Observations of the Solar CoronaCode0
Data Generation for Neural Programming by ExampleCode0
SYSTRAN @ WAT 2019: Russian-Japanese News Commentary task—0
Variational Autoencoders for Generative Modelling of Water Cherenkov Detectors—0
Animal Detection in Man-made EnvironmentsCode0
Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open QuestionsCode0
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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