SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 71–80 of 822 papers

TitleStatusHype
EEG Synthetic Data Generation Using Probabilistic Diffusion ModelsCode1
dpmm: Differentially Private Marginal Models, a Library for Synthetic Tabular Data GenerationCode1
A Multifaceted Benchmarking of Synthetic Electronic Health Record Generation ModelsCode1
DuoGuard: A Two-Player RL-Driven Framework for Multilingual LLM GuardrailsCode1
Differentially Private Synthetic Medical Data Generation using Convolutional GANsCode1
DP-MERF: Differentially Private Mean Embeddings with Random Features for Practical Privacy-Preserving Data GenerationCode1
Diffusion-based Conditional ECG Generation with Structured State Space ModelsCode1
Delving into High-Quality Synthetic Face Occlusion Segmentation DatasetsCode1
DeltaPy: A Framework for Tabular Data Augmentation in PythonCode1
DFNet: Enhance Absolute Pose Regression with Direct Feature MatchingCode1
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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