SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 401–410 of 822 papers

TitleStatusHype
Instruction Data Generation and Unsupervised Adaptation for Speech Language Models—0
Deep learning based on Transformer architecture for power system short-term voltage stability assessment with class imbalance—0
Inference With Combining Rules From Multiple Differentially Private Synthetic Datasets—0
KAXAI: An Integrated Environment for Knowledge Analysis and Explainable AI—0
KiNETGAN: Enabling Distributed Network Intrusion Detection through Knowledge-Infused Synthetic Data Generation—0
KIPPS: Knowledge infusion in Privacy Preserving Synthetic Data Generation—0
Industrial Application of 6D Pose Estimation for Robotic Manipulation in Automotive Internal Logistics—0
Deep Generative Models, Synthetic Tabular Data, and Differential Privacy: An Overview and Synthesis—0
Large Language Model Benchmarks in Medical Tasks—0
Improving Omics-Based Classification: The Role of Feature Selection and 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