SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 626–650 of 822 papers

TitleStatusHype
DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining—0
Diffusion Models for Tabular Data Imputation and Synthetic Data Generation—0
DocIE@XLLM25: In-Context Learning for Information Extraction using Fully Synthetic Demonstrations—0
DOCTOR: A Multi-Disease Detection Continual Learning Framework Based on Wearable Medical Sensors—0
Does Differentially Private Synthetic Data Lead to Synthetic Discoveries?—0
Does Prompt Design Impact Quality of Data Imputation by LLMs?—0
Does Synthetic Data Generation of LLMs Help Clinical Text Mining?—0
Does Synthetic Data Make Large Language Models More Efficient?—0
Domain Generalization via Ensemble Stacking for Face Presentation Attack Detection—0
Domain-Transferred Synthetic Data Generation for Improving Monocular Depth Estimation—0
DoPAMine: Domain-specific Pre-training Adaptation from seed-guided data Mining—0
Effective deep learning training for single-image super-resolution in endomicroscopy exploiting video-registration-based reconstruction—0
Effect of Balancing Data Using Synthetic Data on the Performance of Machine Learning Classifiers for Intrusion Detection in Computer Networks—0
Effect of Kinematics and Fluency in Adversarial Synthetic Data Generation for ASL Recognition with RF Sensors—0
Effects of Using Synthetic Data on Deep Recommender Models' Performance—0
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
Show:102550
← PrevPage 26 of 33Next →
All datasetsUCI Epileptic Seizure RecognitionUNSW-NB15

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1corGANAUROC0.92—Unverified
2GANAUROC0.87—Unverified
#ModelMetricClaimedVerifiedStatus
1kiNETGANEMD0.07—Unverified
2CTGANEMD0.07—Unverified