SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 511–520 of 822 papers

TitleStatusHype
Synth4bench: a framework for generating synthetic genomics data for the evaluation of tumor-only somatic variant calling algorithmsCode0
Generative AI for Synthetic Data Generation: Methods, Challenges and the Future—0
Robust Synthetic Data-Driven Detection of Living-Off-the-Land Reverse Shells—0
A Quantum Approach to Synthetic Minority Oversampling Technique (SMOTE)—0
Enhancement of 3D Camera Synthetic Training Data with Noise Models—0
IR2: Information Regularization for Information RetrievalCode0
Protect and Extend -- Using GANs for Synthetic Data Generation of Time-Series Medical Records—0
Synthetic location trajectory generation using categorical diffusion modelsCode0
Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation ExtractionCode0
Efficient Generative Modeling via Penalized Optimal Transport Network—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