SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 531–540 of 822 papers

TitleStatusHype
Zero-shot Cross-Lingual Transfer for Synthetic Data Generation in Grammatical Error Detection—0
zGAN: An Outlier-focused Generative Adversarial Network For Realistic Synthetic Data Generation—0
Hierarchical Conditional Tabular GAN for Multi-Tabular Synthetic Data Generation—0
High-precision medical speech recognition through synthetic data and semantic correction: UNITED-MEDASR—0
High-throughput digital twin framework for predicting neurite deterioration using MetaFormer attention—0
HILGEN: Hierarchically-Informed Data Generation for Biomedical NER Using Knowledgebases and Large Language Models—0
Hybrid Deep Learning Model using SPCAGAN Augmentation for Insider Threat Analysis—0
HydraGAN A Multi-head, Multi-objective Approach to Synthetic Data Generation—0
I Can't Believe It's Not Better: In-air Movement For Alzheimer Handwriting Synthetic Generation—0
Identification of Binary Neutron Star Mergers in Gravitational-Wave Data Using YOLO One-Shot Object Detection—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