SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 311–320 of 822 papers

TitleStatusHype
Conditional Synthetic Data Generation for Personal Thermal Comfort Models—0
Geometric Understanding of Sketches—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
A Unified Framework for Generative Data Augmentation: A Comprehensive Survey—0
Forging Time Series with Language: A Large Language Model Approach to Synthetic Data Generation—0
Generating Faithful Synthetic Data with Large Language Models: A Case Study in Computational Social Science—0
Conciseness: An Overlooked Language Task—0
Attention-Based Synthetic Data Generation for Calibration-Enhanced Survival Analysis: A Case Study for Chronic Kidney Disease Using Electronic Health Records—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