SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 701–725 of 822 papers

TitleStatusHype
Graph-Convolutional-Beta-VAE for Synthetic Abdominal Aorta Aneurysm Generation—0
Hands-Up: Leveraging Synthetic Data for Hands-On-Wheel Detection—0
Harnessing LLMs for API Interactions: A Framework for Classification and Synthetic Data Generation—0
Hate Speech Detection in Limited Data Contexts using Synthetic Data Generation—0
Hierarchical Conditional Tabular GAN for Multi-Tabular Synthetic Data Generation—0
High-precision medical speech recognition through synthetic data and semantic correction: UNITED-MEDASR—0
High-throughput digital twin framework for predicting neurite deterioration using MetaFormer attention—0
HILGEN: Hierarchically-Informed Data Generation for Biomedical NER Using Knowledgebases and Large Language Models—0
Hybrid Deep Learning Model using SPCAGAN Augmentation for Insider Threat Analysis—0
HydraGAN A Multi-head, Multi-objective Approach to Synthetic Data Generation—0
I Can't Believe It's Not Better: In-air Movement For Alzheimer Handwriting Synthetic Generation—0
Identification of Binary Neutron Star Mergers in Gravitational-Wave Data Using YOLO One-Shot Object Detection—0
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
Inference With Combining Rules From Multiple Differentially Private Synthetic Datasets—0
Instruction Data Generation and Unsupervised Adaptation for Speech Language Models—0
Integrating Unsupervised Data Generation into Self-Supervised Neural Machine Translation for Low-Resource Languages—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