SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 481–490 of 822 papers

TitleStatusHype
Conditioning on Time is All You Need for Synthetic Survival Data GenerationCode0
KiNETGAN: Enabling Distributed Network Intrusion Detection through Knowledge-Infused Synthetic Data Generation—0
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
Advancing fNIRS Neuroimaging through Synthetic Data Generation and Machine Learning Applications—0
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