SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 176–200 of 822 papers

TitleStatusHype
Brain Tumor Recurrence vs. Radiation Necrosis Classification and Patient Survivability Prediction—0
A Comparative Study of Synthetic Data Generation Methods for Grammatical Error Correction—0
ElderSim: A Synthetic Data Generation Platform for Human Action Recognition in Eldercare Applications—0
Empirical Similarity for Absent Data Generation in Imbalanced Classification—0
Enhanced segmentation of femoral bone metastasis in CT scans of patients using synthetic data generation with 3D diffusion models—0
Approximate, Adapt, Anonymize (3A): a Framework for Privacy Preserving Training Data Release for Machine Learning—0
Effective deep learning training for single-image super-resolution in endomicroscopy exploiting video-registration-based reconstruction—0
Boosting Reward Model with Preference-Conditional Multi-Aspect Synthetic Data Generation—0
Accurate and Intuitive Contextual Explanations using Linear Model Trees—0
Effect of Balancing Data Using Synthetic Data on the Performance of Machine Learning Classifiers for Intrusion Detection in Computer Networks—0
BJTU-WeChat's Systems for the WMT22 Chat Translation Task—0
AnySynth: Harnessing the Power of Image Synthetic Data Generation for Generalized Vision-Language Tasks—0
Advancing the Understanding of Fine-Grained 3D Forest Structures using Digital Cousins and Simulation-to-Reality: Methods and Datasets—0
HARMONIC: Harnessing LLMs for Tabular Data Synthesis and Privacy Protection—0
Effect of Kinematics and Fluency in Adversarial Synthetic Data Generation for ASL Recognition with RF Sensors—0
Beyond the Norm: A Survey of Synthetic Data Generation for Rare Events—0
An Overview of Facial Micro-Expression Analysis: Data, Methodology and Challenge—0
Beyond Data Scarcity: A Frequency-Driven Framework for Zero-Shot Forecasting—0
Advancing Semantic Caching for LLMs with Domain-Specific Embeddings and Synthetic Data—0
deepNIR: Datasets for generating synthetic NIR images and improved fruit detection system using deep learning techniques—0
Deep Metric Learning-Based Out-of-Distribution Detection with Synthetic Outlier Exposure—0
3D Segmentation of Humans in Point Clouds with Synthetic Data—0
Deep learning based on Transformer architecture for power system short-term voltage stability assessment with class imbalance—0
Deep Generative Models, Synthetic Tabular Data, and Differential Privacy: An Overview and Synthesis—0
Decentralised, Scalable and Privacy-Preserving Synthetic Data Generation—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