SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 451–475 of 822 papers

TitleStatusHype
Theorem Prover as a Judge for Synthetic Data Generation—0
The Prompt is Mightier than the Example—0
The Synthetic Mirror -- Synthetic Data at the Age of Agentic AI—0
The Volctrans Machine Translation System for WMT20—0
Time Series Language Model for Descriptive Caption Generation—0
Towards a framework on tabular synthetic data generation: a minimalist approach: theory, use cases, and limitations—0
Towards Synthetic Multivariate Time Series Generation for Flare Forecasting—0
Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Though—0
Transitioning from Real to Synthetic data: Quantifying the bias in model—0
Trustable and Automated Machine Learning Running with Blockchain and Its Applications—0
TSynD: Targeted Synthetic Data Generation for Enhanced Medical Image Classification—0
Tubular Shape Aware Data Generation for Semantic Segmentation in Medical Imaging—0
TUTOR: Training Neural Networks Using Decision Rules as Model Priors—0
Typhoon T1: An Open Thai Reasoning Model—0
UAV-Sim: NeRF-based Synthetic Data Generation for UAV-based Perception—0
Uni-AIMS: AI-Powered Microscopy Image Analysis—0
Unified Multi-Task Learning & Model Fusion for Efficient Language Model Guardrailing—0
Unlocking Spatial Comprehension in Text-to-Image Diffusion Models—0
Unlocking the Potential of Large Language Models in the Nuclear Industry with Synthetic Data—0
Unpicking Data at the Seams: VAEs, Disentanglement and Independent Components—0
Unsupervised and Interpretable Synthesizing for Electrical Time Series Based on Information Maximizing Generative Adversarial Nets—0
Unsupervised Data Validation Methods for Efficient Model Training—0
Unsupervised Domain Transfer with Conditional Invertible Neural Networks—0
Unsupervised Adaptation for Synthetic-to-Real Handwritten Word Recognition—0
Unveiling Synthetic Faces: How Synthetic Datasets Can Expose Real Identities—0
Show:102550
← PrevPage 19 of 33Next →
All datasetsUCI Epileptic Seizure RecognitionUNSW-NB15

Benchmark Results

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