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Synthetic Data Generation
Synthetic Data Generation
The generation of tabular data by any means possible.
Papers
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Showing 821–822 of 822 papers
Title
Date
Tasks
Status
Hype
Wasserstein GAN
Jan 26, 2017
Image Generation
Synthetic Data Generation
Code
Code Available
1
Empirical Similarity for Absent Data Generation in Imbalanced Classification
Aug 5, 2015
Classification
General Classification
—
Unverified
0
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All datasets
UCI Epileptic Seizure Recognition
UNSW-NB15
Benchmark Results
▼
UCI Epileptic Seizure Recognition
2 submissions
↑ higher is better
#
Model
Metric
Claimed
Verified
Status
1
corGAN
AUROC
0.92
—
Unverified
2
GAN
AUROC
0.87
—
Unverified
▼
UNSW-NB15
2 submissions
↑ higher is better
#
Model
Metric
Claimed
Verified
Status
1
kiNETGAN
EMD
0.07
—
Unverified
2
CTGAN
EMD
0.07
—
Unverified
