SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 81–90 of 822 papers

TitleStatusHype
dpart: Differentially Private Autoregressive Tabular, a General Framework for Synthetic Data GenerationCode1
dpmm: Differentially Private Marginal Models, a Library for Synthetic Tabular Data GenerationCode1
EEG Synthetic Data Generation Using Probabilistic Diffusion ModelsCode1
Delving into High-Quality Synthetic Face Occlusion Segmentation DatasetsCode1
Analysis and Evaluation of Synthetic Data Generation in Speech Dysfluency DetectionCode1
Exploiting Asymmetry for Synthetic Training Data Generation: SynthIE and the Case of Information ExtractionCode1
Diffusion-based Conditional ECG Generation with Structured State Space ModelsCode1
FinDiff: Diffusion Models for Financial Tabular Data GenerationCode1
GECTurk: Grammatical Error Correction and Detection Dataset for TurkishCode1
D3A-TS: Denoising-Driven Data Augmentation in Time SeriesCode1
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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