SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 61–70 of 822 papers

TitleStatusHype
Enhanced Sound Event Localization and Detection in Real 360-degree audio-visual soundscapesCode1
GLiNER-BioMed: A Suite of Efficient Models for Open Biomedical Named Entity RecognitionCode1
Improved Training of Wasserstein GANsCode1
An evaluation framework for synthetic data generation modelsCode1
Differentially Private Synthetic Medical Data Generation using Convolutional GANsCode1
Diffusion-based Conditional ECG Generation with Structured State Space ModelsCode1
DFNet: Enhance Absolute Pose Regression with Direct Feature MatchingCode1
Delving into High-Quality Synthetic Face Occlusion Segmentation DatasetsCode1
DP-MERF: Differentially Private Mean Embeddings with Random Features for Practical Privacy-Preserving Data GenerationCode1
Diffusion-HPC: Synthetic Data Generation for Human Mesh Recovery in Challenging DomainsCode1
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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