SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 526–550 of 822 papers

TitleStatusHype
Image-Text Out-Of-Context Detection Using Synthetic Multimodal Misinformation—0
An Algorithm for Streaming Differentially Private Data—0
Interpretable Solutions for Breast Cancer Diagnosis with Grammatical Evolution and Data Augmentation—0
Socially Aware Synthetic Data Generation for Suicidal Ideation Detection Using Large Language Models—0
Synthetic data enables faster annotation and robust segmentation for multi-object grasping in clutter—0
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
Combining propensity score methods with variational autoencoders for generating synthetic data in presence of latent sub-groupsCode0
TabMT: Generating tabular data with masked transformers—0
I Can't Believe It's Not Better: In-air Movement For Alzheimer Handwriting Synthetic Generation—0
GenQ: Quantization in Low Data Regimes with Generative Synthetic DataCode0
Balanced Marginal and Joint Distributional Learning via Mixture Cramer-Wold Distance—0
Synthetic Data Generation Techniques for Developing AI-based Speech Assessments for Parkinson's Disease (A Comparative Study)—0
Enhancing Algorithm Performance Understanding through tsMorph: Generating Semi-Synthetic Time Series for Robust Forecasting EvaluationCode0
Unlocking Spatial Comprehension in Text-to-Image Diffusion Models—0
Privacy-Preserving Data Sharing in Agriculture: Enforcing Policy Rules for Secure and Confidential Data SynthesisCode0
SafeSea: Synthetic Data Generation for Adverse & Low Probability Maritime ConditionsCode0
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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