SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 371–380 of 822 papers

TitleStatusHype
Image-Text Out-Of-Context Detection Using Synthetic Multimodal Misinformation—0
Imperfect ImaGANation: Implications of GANs Exacerbating Biases on Facial Data Augmentation and Snapchat Selfie Lenses—0
Improved α-GAN architecture for generating 3D connected volumes with an application to radiosurgery treatment planning—0
Data Enrichment Opportunities for Distribution Grid Cable Networks using Variational Autoencoders—0
Composable Generative Models—0
Algorithms for Collaborative Machine Learning under Statistical Heterogeneity—0
FedSyn: Synthetic Data Generation using Federated Learning—0
FewFedPIT: Towards Privacy-preserving and Few-shot Federated Instruction Tuning—0
A Systematic Examination of Preference Learning through the Lens of Instruction-Following—0
KiNETGAN: Enabling Distributed Network Intrusion Detection through Knowledge-Infused 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