SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 391–400 of 822 papers

TitleStatusHype
Targeted synthetic data generation for tabular data via hardness characterizationCode0
Improved Generation of Synthetic Imaging Data Using Feature-Aligned DiffusionCode0
Restoring Super-High Resolution GPS Mobility Data—0
DreamStruct: Understanding Slides and User Interfaces via Synthetic Data GenerationCode0
DoPAMine: Domain-specific Pre-training Adaptation from seed-guided data Mining—0
Balancing Cost and Effectiveness of Synthetic Data Generation Strategies for LLMs—0
Differentially Private Non Parametric Copulas: Generating synthetic data with non parametric copulas under privacy guarantees—0
Artificial Data Point Generation in Clustered Latent Space for Small Medical Datasets—0
Preserving logical and functional dependencies in synthetic tabular dataCode0
KIPPS: Knowledge infusion in Privacy Preserving 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