SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 451–475 of 822 papers

TitleStatusHype
Synthetic Data Generation for Economists—0
Synthetic data generation for end-to-end thermal infrared tracking—0
Synthetic Data Generation for Fraud Detection using GANs—0
Synthetic data generation for Indic handwritten text recognition—0
Synthetic Data Generation for Intersectional Fairness by Leveraging Hierarchical Group Structure—0
Synthetic Data Generation for Minimum-Exposure Navigation in a Time-Varying Environment using Generative AI Models—0
Synthetic Data Generation for Multilingual Domain-Adaptable Question Answering Systems—0
Synthetic Data Generation for Residential Load Patterns via Recurrent GAN and Ensemble Method—0
Method for Generating Synthetic Data Combining Chest Radiography Images with Tabular Clinical Information Using Dual Generative Models—0
Synthetic Data Generation & Multi-Step RL for Reasoning & Tool Use—0
Synthetic Data Generation Techniques for Developing AI-based Speech Assessments for Parkinson's Disease (A Comparative Study)—0
Synthetic Data Generation Using Large Language Models: Advances in Text and Code—0
Synthetic Data Generation with Large Language Models for Text Classification: Potential and Limitations—0
Synthetic Data Generation with LLM for Improved Depression Prediction—0
Synthetic Data Generators -- Sequential and Private—0
Synthetic Data in AI: Challenges, Applications, and Ethical Implications—0
Synthetic Data Outliers: Navigating Identity Disclosure—0
Synthetic Dataset Generation for Autonomous Mobile Robots Using 3D Gaussian Splatting for Vision Training—0
Synthetic Defect Generation for Display Front-of-Screen Quality Inspection: A Survey—0
Synthetic Embedding-based Data Generation Methods for Student Performance—0
Synthetic Multimodal Question Generation—0
Synthetic News Generation for Fake News Classification—0
Synthetic Point Cloud Generation for Class Segmentation Applications—0
Synthetic Tabular Data: Methods, Attacks and Defenses—0
On the Problem of Text-To-Speech Model Selection for Synthetic Data Generation in Automatic Speech Recognition—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