SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 351–360 of 822 papers

TitleStatusHype
Comprehensive Exploration of Synthetic Data Generation: A Survey—0
ALMA: Alignment with Minimal Annotation—0
FFPDG: Fast, Fair and Private Data Generation—0
Composable Generative Models—0
Cut and Continuous Paste towards Real-time Deep Fall Detection—0
Hands-Up: Leveraging Synthetic Data for Hands-On-Wheel Detection—0
Harnessing LLMs for API Interactions: A Framework for Classification and Synthetic Data Generation—0
Hate Speech Detection in Limited Data Contexts using Synthetic Data Generation—0
Balancing Cost and Effectiveness of Synthetic Data Generation Strategies for LLMs—0
Algorithms for Collaborative Machine Learning under Statistical Heterogeneity—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