SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 401–410 of 822 papers

TitleStatusHype
EPIC: Effective Prompting for Imbalanced-Class Data Synthesis in Tabular Data Classification via Large Language ModelsCode1
ViFu: Multiple 360^ Objects Reconstruction with Clean Background via Visible Part Fusion—0
A Survey on Deep Learning for Theorem ProvingCode3
An evaluation framework for synthetic data generation modelsCode1
SiloFuse: Cross-silo Synthetic Data Generation with Latent Tabular Diffusion Models—0
Synthetic Data Generation and Joint Learning for Robust Code-Mixed Translation—0
Towards Algorithmic Fidelity: Mental Health Representation across Demographics in Synthetic vs. Human-generated DataCode0
SYNCS: Synthetic Data and Contrastive Self-Supervised Training for Central Sulcus SegmentationCode0
Six Levels of Privacy: A Framework for Financial Synthetic Data—0
Does Differentially Private Synthetic Data Lead to Synthetic Discoveries?—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