SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 641–650 of 822 papers

TitleStatusHype
ElderSim: A Synthetic Data Generation Platform for Human Action Recognition in Eldercare Applications—0
Embedding-Driven Diversity Sampling to Improve Few-Shot Synthetic Data Generation—0
Empirical Analysis of Noising Scheme based Synthetic Data Generation for Automatic Post-editing—0
Empirical Similarity for Absent Data Generation in Imbalanced Classification—0
End to End Collaborative Synthetic Data Generation—0
Energy-Based Modelling for Discrete and Mixed Data via Heat Equations on Structured Spaces—0
Enhanced segmentation of femoral bone metastasis in CT scans of patients using synthetic data generation with 3D diffusion models—0
Enhancement of 3D Camera Synthetic Training Data with Noise Models—0
Enhancing Clinical Documentation with Synthetic Data: Leveraging Generative Models for Improved Accuracy—0
Enhancing crop classification accuracy by synthetic SAR-Optical data generation using deep learning—0
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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