SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 671–680 of 822 papers

TitleStatusHype
Fill In The Gaps: Model Calibration and Generalization with Synthetic Data—0
Forging Time Series with Language: A Large Language Model Approach to Synthetic Data Generation—0
Foundations of Bayesian Learning from Synthetic Data—0
From Alignment to Advancement: Bootstrapping Audio-Language Alignment with Synthetic Data—0
From Gaming to Research: GTA V for Synthetic Data Generation for Robotics and Navigations—0
GANs and alternative methods of synthetic noise generation for domain adaption of defect classification of Non-destructive ultrasonic testing—0
Generalizing Back-Translation in Neural Machine Translation—0
Generated Data with Fake Privacy: Hidden Dangers of Fine-tuning Large Language Models on Generated Data—0
Generating Faithful Synthetic Data with Large Language Models: A Case Study in Computational Social Science—0
Generating Realistic Synthetic Head Rotation Data for Extended Reality using Deep Learning—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