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
Enhancing Object Detection Performance for Small Objects through Synthetic Data Generation and Proportional Class-Balancing Technique: A Comparative Study in Industrial Scenarios—0
Subgroup analysis methods for time-to-event outcomes in heterogeneous randomized controlled trialsCode0
Scaling While Privacy Preserving: A Comprehensive Synthetic Tabular Data Generation and Evaluation in Learning AnalyticsCode0
Derm-T2IM: Harnessing Synthetic Skin Lesion Data via Stable Diffusion Models for Enhanced Skin Disease Classification using ViT and CNN—0
Comprehensive Exploration of Synthetic Data Generation: A Survey—0
Synthetic Data in AI: Challenges, Applications, and Ethical Implications—0
KAXAI: An Integrated Environment for Knowledge Analysis and Explainable AI—0
IRG: Generating Synthetic Relational Databases using Deep Learning with Insightful Relational Understanding—0
Align Your Gaussians: Text-to-4D with Dynamic 3D Gaussians and Composed Diffusion Models—0
A Comprehensive End-to-End Computer Vision Framework for Restoration and Recognition of Low-Quality Engineering DrawingsCode0
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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