SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 691–700 of 822 papers

TitleStatusHype
Adversarial random forests for density estimation and generative modelingCode0
Virtual passengers for real car solutions: synthetic datasets—0
Synthetic Point Cloud Generation for Class Segmentation Applications—0
Towards Feature Distribution Alignment and Diversity Enhancement for Data-Free Quantization—0
Spending Privacy Budget Fairly and Wisely—0
Entity-Conditioned Question Generation for Robust Attention Distribution in Neural Information RetrievalCode0
A quantum generative model for multi-dimensional time series using Hamiltonian learning—0
Geometric Understanding of Sketches—0
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
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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