SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 151–160 of 822 papers

TitleStatusHype
SimuScope: Realistic Endoscopic Synthetic Dataset Generation through Surgical Simulation and Diffusion ModelsCode1
Learning Compact Metrics for MTCode1
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
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
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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