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
Generalizing electrocardiogram delineation -- Training convolutional neural networks with synthetic data augmentationCode1
GenerateCT: Text-Conditional Generation of 3D Chest CT VolumesCode1
Characterization and Greedy Learning of Gaussian Structural Causal Models under Unknown InterventionsCode1
Generating tabular datasets under differential privacyCode1
Analysis and Evaluation of Synthetic Data Generation in Speech Dysfluency DetectionCode1
CLIPPER: Compression enables long-context synthetic data generationCode1
BhasaAnuvaad: A Speech Translation Dataset for 13 Indian LanguagesCode1
EPIC: Effective Prompting for Imbalanced-Class Data Synthesis in Tabular Data Classification via Large Language ModelsCode1
FinDiff: Diffusion Models for Financial Tabular Data GenerationCode1
Enhanced Sound Event Localization and Detection in Real 360-degree audio-visual soundscapesCode1
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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