SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 681–690 of 822 papers

TitleStatusHype
Demystifying Graph Neural Network Explanations—0
Entity-Conditioned Question Generation for Robust Attention Distribution in Neural Information Retrieval—0
TimeVAE: A Variational Auto-Encoder for Multivariate Time Series GenerationCode1
Synthetic sampling from small datasets: A modified mega-trend diffusion approach using k-nearest neighborsCode0
HydraGAN A Multi-head, Multi-objective Approach to Synthetic Data Generation—0
Synthetic Data Generation and Multi-Task Learning for Extracting Temporal Information from Health-Related Narrative Text—0
Building Adaptive Acceptability Classifiers for Neural NLG—0
Multi-stage Training with Improved Negative Contrast for Neural Passage Retrieval—0
Semi-supervised dry herbage mass estimation using automatic data and synthetic images—0
Learning Compact Metrics for MTCode1
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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