SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 91–100 of 822 papers

TitleStatusHype
Synthetic Data-based Detection of Zebras in Drone ImageryCode1
SocialDial: A Benchmark for Socially-Aware Dialogue SystemsCode1
Natural Language-Based Synthetic Data Generation for Cluster AnalysisCode1
Diffusion-HPC: Synthetic Data Generation for Human Mesh Recovery in Challenging DomainsCode1
Exploiting Asymmetry for Synthetic Training Data Generation: SynthIE and the Case of Information ExtractionCode1
EEG Synthetic Data Generation Using Probabilistic Diffusion ModelsCode1
Generating Multidimensional Clusters With Support LinesCode1
Diffusion-based Conditional ECG Generation with Structured State Space ModelsCode1
Boosting Synthetic Data Generation with Effective Nonlinear Causal DiscoveryCode1
Data-Free Knowledge Distillation via Feature Exchange and Activation Region ConstraintCode1
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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