SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 351–375 of 822 papers

TitleStatusHype
GUIDE-VAE: Advancing Data Generation with User Information and Pattern DictionariesCode0
DiffLM: Controllable Synthetic Data Generation via Diffusion Language Models—0
Enhancing Table Representations with LLM-powered Synthetic Data Generation—0
Retrieval-enriched zero-shot image classification in low-resource domains—0
Scalable AI Framework for Defect Detection in Metal Additive Manufacturing—0
Unveiling Synthetic Faces: How Synthetic Datasets Can Expose Real Identities—0
Clinical Evaluation of Medical Image Synthesis: A Case Study in Wireless Capsule Endoscopy—0
Neural spell-checker: Beyond words with synthetic data generationCode0
Unpicking Data at the Seams: VAEs, Disentanglement and Independent Components—0
SoccerGuard: Investigating Injury Risk Factors for Professional Soccer Players with Machine Learning—0
Synthetic Data Generation with Large Language Models for Personalized Community Question AnsweringCode0
Evaluating utility in synthetic banking microdata applications—0
Large Language Model Benchmarks in Medical Tasks—0
Synthetica: Large Scale Synthetic Data for Robot Perception—0
zGAN: An Outlier-focused Generative Adversarial Network For Realistic Synthetic Data Generation—0
Rethinking Data Synthesis: A Teacher Model Training Recipe with Interpretation—0
Little Giants: Synthesizing High-Quality Embedding Data at ScaleCode0
Privacy-hardened and hallucination-resistant synthetic data generation with logic-solvers—0
LLM4GRN: Discovering Causal Gene Regulatory Networks with LLMs -- Evaluation through Synthetic Data Generation—0
No more hard prompts: SoftSRV prompting for synthetic data generation—0
Sparkle: Mastering Basic Spatial Capabilities in Vision Language Models Elicits Generalization to Composite Spatial Reasoning—0
Synthetic Data Generation for Residential Load Patterns via Recurrent GAN and Ensemble Method—0
ELOQ: Resources for Enhancing LLM Detection of Out-of-Scope QuestionsCode0
CCUP: A Controllable Synthetic Data Generation Pipeline for Pretraining Cloth-Changing Person Re-Identification ModelsCode0
A Little Human Data Goes A Long WayCode0
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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