SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 151–175 of 822 papers

TitleStatusHype
GLiNER-BioMed: A Suite of Efficient Models for Open Biomedical Named Entity RecognitionCode1
Synthetic Data Generation for Grammatical Error Correction with Tagged Corruption ModelsCode1
CDCGen: Cross-Domain Conditional Generation via Normalizing Flows and Adversarial Training—0
A Self-Supervised Framework for Space Object Behaviour Characterisation—0
ABC Align: Large Language Model Alignment for Safety & Accuracy—0
Causal-TGAN: Generating Tabular Data Using Causal Generative Adversarial Networks—0
Case Study: Fine-tuning Small Language Models for Accurate and Private CWE Detection in Python Code—0
Artificial Intelligence for Personalized Prediction of Alzheimer's Disease Progression: A Survey of Methods, Data Challenges, and Future Directions—0
Diffusion Models for Tabular Data Imputation and Synthetic Data Generation—0
Can Synthetic Data be Fair and Private? A Comparative Study of Synthetic Data Generation and Fairness Algorithms—0
CALICO: Conversational Agent Localization via Synthetic Data Generation—0
Artificial Data Point Generation in Clustered Latent Space for Small Medical Datasets—0
CAGE: Probing Causal Relationships in Deep Generative Models—0
A robust synthetic data generation framework for machine learning in High-Resolution Transmission Electron Microscopy (HRTEM)—0
Are Pose Estimators Ready for the Open World? STAGE: Synthetic Data Generation Toolkit for Auditing 3D Human Pose Estimators—0
Building Math Agents with Multi-Turn Iterative Preference Learning—0
DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining—0
Building Adaptive Acceptability Classifiers for Neural NLG—0
Bt-GAN: Generating Fair Synthetic Healthdata via Bias-transforming Generative Adversarial Networks—0
AI-Generated Fall Data: Assessing LLMs and Diffusion Model for Wearable Fall Detection—0
Bridging the Linguistic Divide: A Survey on Leveraging Large Language Models for Machine Translation—0
A quantum generative model for multi-dimensional time series using Hamiltonian learning—0
DiffInject: Revisiting Debias via Synthetic Data Generation using Diffusion-based Style Injection—0
A Quantum Approach to Synthetic Minority Oversampling Technique (SMOTE)—0
Brain Tumor Recurrence vs. Radiation Necrosis Classification and Patient Survivability Prediction—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