SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 601–610 of 822 papers

TitleStatusHype
On the Usefulness of Synthetic Tabular Data Generation—0
Data-Driven Approach for Formality-Sensitive Machine Translation: Language-Specific Handling and Synthetic Data Generation—0
Exploring the Effectiveness of Dataset Synthesis: An application of Apple Detection in Orchards—0
Differentially Private Synthetic Data Using KD-Trees—0
The Big Data Myth: Using Diffusion Models for Dataset Generation to Train Deep Detection Models—0
UniPoll: A Unified Social Media Poll Generation Framework via Multi-Objective OptimizationCode0
Brain Tumor Recurrence vs. Radiation Necrosis Classification and Patient Survivability Prediction—0
GANs and alternative methods of synthetic noise generation for domain adaption of defect classification of Non-destructive ultrasonic testing—0
Perturbation-Assisted Sample Synthesis: A Novel Approach for Uncertainty QuantificationCode0
Post-processing Private Synthetic Data for Improving Utility on Selected Measures—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