SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 541–550 of 822 papers

TitleStatusHype
Image-Text Out-Of-Context Detection Using Synthetic Multimodal Misinformation—0
Imperfect ImaGANation: Implications of GANs Exacerbating Biases on Facial Data Augmentation and Snapchat Selfie Lenses—0
Improved α-GAN architecture for generating 3D connected volumes with an application to radiosurgery treatment planning—0
Improving Adversarial Robustness by Contrastive Guided Diffusion Process—0
Improving Correlation Capture in Generating Imbalanced Data using Differentially Private Conditional GANs—0
Improving Equity in Health Modeling with GPT4-Turbo Generated Synthetic Data: A Comparative Study—0
Improving generalization with synthetic training data for deep learning based quality inspection—0
Improving Heart Rejection Detection in XPCI Images Using Synthetic Data Augmentation—0
Improving Omics-Based Classification: The Role of Feature Selection and Synthetic Data Generation—0
Industrial Application of 6D Pose Estimation for Robotic Manipulation in Automotive Internal Logistics—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