SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 661–670 of 822 papers

TitleStatusHype
DFNet: Enhance Absolute Pose Regression with Direct Feature MatchingCode1
Effect of Balancing Data Using Synthetic Data on the Performance of Machine Learning Classifiers for Intrusion Detection in Computer Networks—0
deepNIR: Datasets for generating synthetic NIR images and improved fruit detection system using deep learning techniques—0
FedSyn: Synthetic Data Generation using Federated Learning—0
Conditional Synthetic Data Generation for Personal Thermal Comfort Models—0
Hybrid Deep Learning Model using SPCAGAN Augmentation for Insider Threat Analysis—0
Synthetic Defect Generation for Display Front-of-Screen Quality Inspection: A Survey—0
Improving generalization with synthetic training data for deep learning based quality inspection—0
A Semi-Synthetic Dataset Generation Framework for Causal Inference in Recommender SystemsCode0
Cut and Continuous Paste towards Real-time Deep Fall Detection—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