SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 411–420 of 822 papers

TitleStatusHype
Smart Infrastructure: A Research Junction—0
SMOTE-DP: Improving Privacy-Utility Tradeoff with Synthetic Data—0
SoccerGuard: Investigating Injury Risk Factors for Professional Soccer Players with Machine Learning—0
Socially Aware Synthetic Data Generation for Suicidal Ideation Detection Using Large Language Models—0
SoK: Can Synthetic Images Replace Real Data? A Survey of Utility and Privacy of Synthetic Image Generation—0
SOP-Bench: Complex Industrial SOPs for Evaluating LLM Agents—0
Source2Synth: Synthetic Data Generation and Curation Grounded in Real Data Sources—0
Sparkle: Mastering Basic Spatial Capabilities in Vision Language Models Elicits Generalization to Composite Spatial Reasoning—0
SPARQ: Synthetic Problem Generation for Reasoning via Quality-Diversity Algorithms—0
Spatiotemporal deep learning models for detection of rapid intensification in cyclones—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