SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 301–310 of 822 papers

TitleStatusHype
Efficient Generative Modeling via Penalized Optimal Transport Network—0
Aug2Search: Enhancing Facebook Marketplace Search with LLM-Generated Synthetic Data Augmentation—0
From Gaming to Research: GTA V for Synthetic Data Generation for Robotics and Navigations—0
Conditional Synthetic Data Generation for Personal Thermal Comfort Models—0
A Method for Handling Multi-class Imbalanced Data by Geometry based Information Sampling and Class Prioritized Synthetic Data Generation (GICaPS)—0
From Alignment to Advancement: Bootstrapping Audio-Language Alignment with Synthetic Data—0
Foundations of Bayesian Learning from Synthetic Data—0
Conditional Synthetic Data Generation for Robust Machine Learning Applications with Limited Pandemic Data—0
GANs and alternative methods of synthetic noise generation for domain adaption of defect classification of Non-destructive ultrasonic testing—0
Forging Time Series with Language: A Large Language Model Approach to Synthetic Data Generation—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