SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 451–500 of 822 papers

TitleStatusHype
TSynD: Targeted Synthetic Data Generation for Enhanced Medical Image Classification—0
Principal Component Clustering for Semantic Segmentation in Synthetic Data Generation—0
Advancing Retail Data Science: Comprehensive Evaluation of Synthetic Data—0
Instruction Data Generation and Unsupervised Adaptation for Speech Language Models—0
ChatEMG: Synthetic Data Generation to Control a Robotic Hand Orthosis for Stroke—0
RoboPoint: A Vision-Language Model for Spatial Affordance Prediction for Robotics—0
GenMM: Geometrically and Temporally Consistent Multimodal Data Generation for Video and LiDAR—0
MALLM-GAN: Multi-Agent Large Language Model as Generative Adversarial Network for Synthesizing Tabular Data—0
Benchmarking Generative Models on Computational Thinking Tests in Elementary Visual Programming—0
On LLMs-Driven Synthetic Data Generation, Curation, and Evaluation: A Survey—0
SimGen: Simulator-conditioned Driving Scene Generation—0
DiffInject: Revisiting Debias via Synthetic Data Generation using Diffusion-based Style Injection—0
SecureNet: A Comparative Study of DeBERTa and Large Language Models for Phishing Detection—0
Curating Grounded Synthetic Data with Global Perspectives for Equitable AI—0
CTSyn: A Foundational Model for Cross Tabular Data Generation—0
Enhancing human action recognition with GAN-based data augmentationCode0
Enhancing Indoor Temperature Forecasting through Synthetic Data in Low-Data Environments—0
Tiny models from tiny data: Textual and null-text inversion for few-shot distillationCode0
ChatLang-8: An LLM-Based Synthetic Data Generation Framework for Grammatical Error Correction—0
Synthetic Oversampling: Theory and A Practical Approach Using LLMs to Address Data ImbalanceCode0
Synthetic Data Outliers: Navigating Identity Disclosure—0
Synthetic Data Generation for 3D Myocardium Deformation AnalysisCode0
Enhancing Clinical Documentation with Synthetic Data: Leveraging Generative Models for Improved Accuracy—0
GenPalm: Contactless Palmprint Generation with Diffusion Models—0
Masked Language Modeling Becomes Conditional Density Estimation for Tabular Data Synthesis—0
Leveraging Open-Source Large Language Models for encoding Social Determinants of Health using an Intelligent Router—0
Differentially Private Synthetic Data Generation for Relational DatabasesCode0
Interpretable classification of wiki-review streams—0
Recent advances in text embedding: A Comprehensive Review of Top-Performing Methods on the MTEB Benchmark—0
NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models—0
Conditioning on Time is All You Need for Synthetic Survival Data GenerationCode0
KiNETGAN: Enabling Distributed Network Intrusion Detection through Knowledge-Infused Synthetic Data Generation—0
Synthetic Data Generation for Intersectional Fairness by Leveraging Hierarchical Group Structure—0
Diverse and Effective Synthetic Data Generation for Adaptable Zero-Shot Dialogue State Tracking—0
Advancing fNIRS Neuroimaging through Synthetic Data Generation and Machine Learning Applications—0
Prompting-based Synthetic Data Generation for Few-Shot Question AnsweringCode0
Permissioned Blockchain-based Framework for Ranking Synthetic Data Generators—0
Inference With Combining Rules From Multiple Differentially Private Synthetic Datasets—0
Clustering of Disease Trajectories with Explainable Machine Learning: A Case Study on Postoperative Delirium Phenotypes—0
Comparative study of models trained on synthetic data for Ukrainian grammatical error correctionCode0
Domain-Transferred Synthetic Data Generation for Improving Monocular Depth Estimation—0
Deep Metric Learning-Based Out-of-Distribution Detection with Synthetic Outlier Exposure—0
Privacy-Preserving Statistical Data Generation: Application to Sepsis Detection—0
Online Data Augmentation for Forecasting with Deep LearningCode0
UPose3D: Uncertainty-Aware 3D Human Pose Estimation with Cross-View and Temporal Cues—0
Bt-GAN: Generating Fair Synthetic Healthdata via Bias-transforming Generative Adversarial Networks—0
A Multi-Faceted Evaluation Framework for Assessing Synthetic Data Generated by Large Language ModelsCode0
Aligning Actions and Walking to LLM-Generated Textual DescriptionsCode0
ViFu: Multiple 360^ Objects Reconstruction with Clean Background via Visible Part Fusion—0
SiloFuse: Cross-silo Synthetic Data Generation with Latent Tabular Diffusion Models—0
Show:102550
← PrevPage 10 of 17Next →
All datasetsUCI Epileptic Seizure RecognitionUNSW-NB15

Benchmark Results

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