SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 701–710 of 822 papers

TitleStatusHype
Targeted synthetic data generation for tabular data via hardness characterizationCode0
Generating Synthetic Data with Locally Estimated Distributions for Disclosure ControlCode0
RoundTripOCR: A Data Generation Technique for Enhancing Post-OCR Error Correction in Low-Resource Devanagari LanguagesCode0
Tensor feature hallucination for few-shot learningCode0
A Kernelised Stein Statistic for Assessing Implicit Generative ModelsCode0
Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open QuestionsCode0
SafeSea: Synthetic Data Generation for Adverse & Low Probability Maritime ConditionsCode0
Using U-Nets to Create High-Fidelity Virtual Observations of the Solar CoronaCode0
SaGess: Sampling Graph Denoising Diffusion Model for Scalable Graph GenerationCode0
A Little Human Data Goes A Long WayCode0
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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