SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 301–310 of 822 papers

TitleStatusHype
Improved Generation of Synthetic Imaging Data Using Feature-Aligned DiffusionCode0
Child Face Recognition at Scale: Synthetic Data Generation and Performance BenchmarkCode0
Give me Some Hard Questions: Synthetic Data Generation for Clinical QACode0
VidModEx: Interpretable and Efficient Black Box Model Extraction for High-Dimensional SpacesCode0
Online Data Augmentation for Forecasting with Deep LearningCode0
Optimization-Free Universal Watermark Forgery with Regenerative Diffusion ModelsCode0
Enhancing Amyloid PET Quantification: MRI-Guided Super-Resolution Using Latent Diffusion ModelsCode0
GenSyn: A Multi-stage Framework for Generating Synthetic Microdata using Macro Data SourcesCode0
Conditioning on Time is All You Need for Synthetic Survival Data GenerationCode0
Aligning Actions and Walking to LLM-Generated Textual DescriptionsCode0
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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