SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 101–110 of 822 papers

TitleStatusHype
Characterization and Greedy Learning of Gaussian Structural Causal Models under Unknown InterventionsCode1
CAD2Render: A Modular Toolkit for GPU-accelerated Photorealistic Synthetic Data Generation for the Manufacturing IndustryCode1
Will we run out of data? Limits of LLM scaling based on human-generated dataCode1
Scrape, Cut, Paste and Learn: Automated Dataset Generation Applied to Parcel LogisticsCode1
Privacy-Preserving Synthetic Data Generation for Recommendation SystemsCode1
RLIP: Relational Language-Image Pre-training for Human-Object Interaction DetectionCode1
Controllable 3D Generative Adversarial Face Model via Disentangling Shape and AppearanceCode1
TRoVE: Transforming Road Scene Datasets into Photorealistic Virtual EnvironmentsCode1
A Multifaceted Benchmarking of Synthetic Electronic Health Record Generation ModelsCode1
Transfer learning for time series classification using synthetic data generationCode1
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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