SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 711–720 of 822 papers

TitleStatusHype
Region-based Layout Analysis of Music Score Images—0
Effect of Kinematics and Fluency in Adversarial Synthetic Data Generation for ASL Recognition with RF Sensors—0
Correlation inference attacks against machine learning modelsCode0
Automatic generation of realistic training data for learning parallel-jaw grasping from synthetic stereo images—0
Generative Adversarial Networks for Synthetic Data Generation: A Comparative Study—0
Demystifying Graph Neural Network Explanations—0
Entity-Conditioned Question Generation for Robust Attention Distribution in Neural Information Retrieval—0
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
Multi-stage Training with Improved Negative Contrast for Neural Passage Retrieval—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