SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 581–590 of 822 papers

TitleStatusHype
Methods for generating and evaluating synthetic longitudinal patient data: a systematic review—0
CONVERSER: Few-Shot Conversational Dense Retrieval with Synthetic Data GenerationCode0
A Multi-label Classification Approach to Increase Expressivity of EMG-based Gesture Recognition—0
A robust synthetic data generation framework for machine learning in High-Resolution Transmission Electron Microscopy (HRTEM)—0
A supervised generative optimization approach for tabular data—0
Distributional Data Augmentation Methods for Low Resource LanguageCode0
SMOClust: Synthetic Minority Oversampling based on Stream Clustering for Evolving Data StreamsCode0
Method for Generating Synthetic Data Combining Chest Radiography Images with Tabular Clinical Information Using Dual Generative Models—0
Steering Language Generation: Harnessing Contrastive Expert Guidance and Negative Prompting for Coherent and Diverse Synthetic Data Generation—0
The Devil in the Details: Simple and Effective Optical Flow 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