SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 226–250 of 822 papers

TitleStatusHype
Decentralised, Scalable and Privacy-Preserving Synthetic Data Generation—0
Benchmarking Generative Models on Computational Thinking Tests in Elementary Visual Programming—0
Advancing Retail Data Science: Comprehensive Evaluation of Synthetic Data—0
FairGen: Fair Synthetic Data Generation—0
Bridging the Linguistic Divide: A Survey on Leveraging Large Language Models for Machine Translation—0
FIG: Forward-Inverse Generation for Low-Resource Domain-specific Event Detection—0
DocIE@XLLM25: In-Context Learning for Information Extraction using Fully Synthetic Demonstrations—0
DOCTOR: A Multi-Disease Detection Continual Learning Framework Based on Wearable Medical Sensors—0
Does Differentially Private Synthetic Data Lead to Synthetic Discoveries?—0
Does Prompt Design Impact Quality of Data Imputation by LLMs?—0
Does Synthetic Data Generation of LLMs Help Clinical Text Mining?—0
Generation of Anonymous Chest Radiographs Using Latent Diffusion Models for Training Thoracic Abnormality Classification Systems—0
Are Pose Estimators Ready for the Open World? STAGE: Synthetic Data Generation Toolkit for Auditing 3D Human Pose Estimators—0
Universum GANs: Improving GANs through contradictions—0
BELLA: Black box model Explanations by Local Linear Approximations—0
Data Enrichment Opportunities for Distribution Grid Cable Networks using Variational Autoencoders—0
DoPAMine: Domain-specific Pre-training Adaptation from seed-guided data Mining—0
Advancing fNIRS Neuroimaging through Synthetic Data Generation and Machine Learning Applications—0
CALICO: Conversational Agent Localization via Synthetic Data Generation—0
Evaluating the Diversity and Quality of LLM Generated Content—0
Can Synthetic Data be Fair and Private? A Comparative Study of Synthetic Data Generation and Fairness Algorithms—0
Data-Driven Breakthroughs and Future Directions in AI Infrastructure: A Comprehensive Review—0
Data-Driven Approach for Formality-Sensitive Machine Translation: Language-Specific Handling and Synthetic Data Generation—0
An Analysis of the Deployment of Models Trained on Private Tabular Synthetic Data: Unexpected Surprises—0
Evaluating utility in synthetic banking microdata applications—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