SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 401–425 of 822 papers

TitleStatusHype
SimDem A Multi-agent Simulation Environment to Model Persons with Dementia and their Assistance—0
SimGen: Simulator-conditioned Driving Scene Generation—0
SimpleStrat: Diversifying Language Model Generation with Stratification—0
Simplex Autoencoders—0
SIPDO: Closed-Loop Prompt Optimization via Synthetic Data Feedback—0
Six Levels of Privacy: A Framework for Financial Synthetic Data—0
SK-VQA: Synthetic Knowledge Generation at Scale for Training Context-Augmented Multimodal LLMs—0
Smaller, Weaker, Yet Better: Training LLM Reasoners via Compute-Optimal Sampling—0
Small Object Detection: A Comprehensive Survey on Challenges, Techniques and Real-World Applications—0
Small Target Detection for Search and Rescue Operations using Distributed Deep Learning and Synthetic Data Generation—0
Smart Infrastructure: A Research Junction—0
SMOTE-DP: Improving Privacy-Utility Tradeoff with Synthetic Data—0
SoccerGuard: Investigating Injury Risk Factors for Professional Soccer Players with Machine Learning—0
Socially Aware Synthetic Data Generation for Suicidal Ideation Detection Using Large Language Models—0
SoK: Can Synthetic Images Replace Real Data? A Survey of Utility and Privacy of Synthetic Image Generation—0
SOP-Bench: Complex Industrial SOPs for Evaluating LLM Agents—0
Source2Synth: Synthetic Data Generation and Curation Grounded in Real Data Sources—0
Sparkle: Mastering Basic Spatial Capabilities in Vision Language Models Elicits Generalization to Composite Spatial Reasoning—0
SPARQ: Synthetic Problem Generation for Reasoning via Quality-Diversity Algorithms—0
Spatiotemporal deep learning models for detection of rapid intensification in cyclones—0
Spending Privacy Budget Fairly and Wisely—0
SpinML: Customized Synthetic Data Generation for Private Training of Specialized ML Models—0
Statistical properties and privacy guarantees of an original distance-based fully synthetic data generation method—0
Steering Language Generation: Harnessing Contrastive Expert Guidance and Negative Prompting for Coherent and Diverse Synthetic Data Generation—0
StressTest: Can YOUR Speech LM Handle the Stress?—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