SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 326–350 of 822 papers

TitleStatusHype
Foundations of Bayesian Learning from Synthetic Data—0
Conditional Synthetic Data Generation for Robust Machine Learning Applications with Limited Pandemic Data—0
Generation of Anonymous Chest Radiographs Using Latent Diffusion Models for Training Thoracic Abnormality Classification Systems—0
Generation of Synthetic Electronic Health Records Using a Federated GAN—0
Generation of synthetic gait data: application to multiple sclerosis patients' gait patterns—0
Generative Adversarial Networks for Synthetic Data Generation: A Comparative Study—0
Generative adversarial network with object detector discriminator for enhanced defect detection on ultrasonic B-scans—0
Forging Time Series with Language: A Large Language Model Approach to Synthetic Data Generation—0
Generative Data Augmentation Challenge: Zero-Shot Speech Synthesis for Personalized Speech Enhancement—0
Generative Distribution Prediction: A Unified Approach to Multimodal Learning—0
LiDAR-EDIT: LiDAR Data Generation by Editing the Object Layouts in Real-World Scenes—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
Generative Zoo—0
GenMM: Geometrically and Temporally Consistent Multimodal Data Generation for Video and LiDAR—0
Gen-n-Val: Agentic Image Data Generation and Validation—0
GenPalm: Contactless Palmprint Generation with Diffusion Models—0
Active Learning Inspired ControlNet Guidance for Augmenting Semantic Segmentation Datasets—0
Autonomous Crack Detection using Deep Learning on Synthetic Thermogram Datasets—0
Improving Equity in Health Modeling with GPT4-Turbo Generated Synthetic Data: A Comparative Study—0
Industrial Application of 6D Pose Estimation for Robotic Manipulation in Automotive Internal Logistics—0
Fill In The Gaps: Model Calibration and Generalization with Synthetic Data—0
GeoSim: Realistic Video Simulation via Geometry-Aware Composition for Self-Driving—0
Compressing GANs using Knowledge Distillation—0
Fighting Money Laundering with Statistics and Machine Learning—0
Show:102550
← PrevPage 14 of 33Next →
All datasetsUCI Epileptic Seizure RecognitionUNSW-NB15

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1corGANAUROC0.92—Unverified
2GANAUROC0.87—Unverified
#ModelMetricClaimedVerifiedStatus
1kiNETGANEMD0.07—Unverified
2CTGANEMD0.07—Unverified