SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 381–390 of 822 papers

TitleStatusHype
Synthetic Data Generation for Intersectional Fairness by Leveraging Hierarchical Group Structure—0
Diverse and Effective Synthetic Data Generation for Adaptable Zero-Shot Dialogue State Tracking—0
End-to-End Full-Page Optical Music Recognition for Pianoform Sheet MusicCode2
Advancing fNIRS Neuroimaging through Synthetic Data Generation and Machine Learning Applications—0
SynthesizRR: Generating Diverse Datasets with Retrieval AugmentationCode1
Prompting-based Synthetic Data Generation for Few-Shot Question AnsweringCode0
Permissioned Blockchain-based Framework for Ranking Synthetic Data Generators—0
Inference With Combining Rules From Multiple Differentially Private Synthetic Datasets—0
Clustering of Disease Trajectories with Explainable Machine Learning: A Case Study on Postoperative Delirium Phenotypes—0
Comparative study of models trained on synthetic data for Ukrainian grammatical error correctionCode0
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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