SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 171–180 of 822 papers

TitleStatusHype
AI-Generated Fall Data: Assessing LLMs and Diffusion Model for Wearable Fall Detection—0
DOCTOR: A Multi-Disease Detection Continual Learning Framework Based on Wearable Medical Sensors—0
Bridging the Linguistic Divide: A Survey on Leveraging Large Language Models for Machine Translation—0
A quantum generative model for multi-dimensional time series using Hamiltonian learning—0
Diffusion Models for Tabular Data Imputation and Synthetic Data Generation—0
A Quantum Approach to Synthetic Minority Oversampling Technique (SMOTE)—0
Brain Tumor Recurrence vs. Radiation Necrosis Classification and Patient Survivability Prediction—0
A Comparative Study of Synthetic Data Generation Methods for Grammatical Error Correction—0
Does Differentially Private Synthetic Data Lead to Synthetic Discoveries?—0
Does Synthetic Data Make Large Language Models More Efficient?—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