SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 21–30 of 822 papers

TitleStatusHype
Synthetic Dataset Generation for Autonomous Mobile Robots Using 3D Gaussian Splatting for Vision Training—0
Beyond the Norm: A Survey of Synthetic Data Generation for Rare Events—0
BEAR: BGP Event Analysis and ReportingCode0
Does Prompt Design Impact Quality of Data Imputation by LLMs?—0
RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions—0
IP-Dialog: Evaluating Implicit Personalization in Dialogue Systems with Synthetic Data—0
Corrigibility as a Singular Target: A Vision for Inherently Reliable Foundation Models—0
Datasheets Aren't Enough: DataRubrics for Automated Quality Metrics and AccountabilityCode1
SMOTE-DP: Improving Privacy-Utility Tradeoff with Synthetic Data—0
dpmm: Differentially Private Marginal Models, a Library for Synthetic Tabular Data GenerationCode1
Show:102550
← PrevPage 3 of 83Next →
All datasetsUCI Epileptic Seizure RecognitionUNSW-NB15

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1corGANAUROC0.92—Unverified
2GANAUROC0.87—Unverified
#ModelMetricClaimedVerifiedStatus
1kiNETGANEMD0.07—Unverified
2CTGANEMD0.07—Unverified