SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 651–700 of 822 papers

TitleStatusHype
Enhancing Document AI Data Generation Through Graph-Based Synthetic Layouts—0
Enhancing Indoor Temperature Forecasting through Synthetic Data in Low-Data Environments—0
Enhancing ML model accuracy for Digital VLSI circuits using diffusion models: A study on synthetic data generation—0
Enhancing Object Detection in Ancient Documents with Synthetic Data Generation and Transformer-Based Models—0
Enhancing Object Detection Performance for Small Objects through Synthetic Data Generation and Proportional Class-Balancing Technique: A Comparative Study in Industrial Scenarios—0
Enhancing Table Representations with LLM-powered Synthetic Data Generation—0
Entity-Conditioned Question Generation for Robust Attention Distribution in Neural Information Retrieval—0
Evaluating Differentially Private Synthetic Data Generation in High-Stakes Domains—0
Evaluating the Diversity and Quality of LLM Generated Content—0
Evaluating utility in synthetic banking microdata applications—0
Universum GANs: Improving GANs through contradictions—0
Exploring the Effectiveness of Dataset Synthesis: An application of Apple Detection in Orchards—0
Exploring the Viability of Synthetic Query Generation for Relevance Prediction—0
FairGen: Fair Synthetic Data Generation—0
Faster Private Minimum Spanning Trees—0
FewFedPIT: Towards Privacy-preserving and Few-shot Federated Instruction Tuning—0
FedSyn: Synthetic Data Generation using Federated Learning—0
FFPDG: Fast, Fair and Private Data Generation—0
FIG: Forward-Inverse Generation for Low-Resource Domain-specific Event Detection—0
Fighting Money Laundering with Statistics and Machine Learning—0
Fill In The Gaps: Model Calibration and Generalization with Synthetic Data—0
Forging Time Series with Language: A Large Language Model Approach to Synthetic Data Generation—0
Foundations of Bayesian Learning from Synthetic Data—0
From Alignment to Advancement: Bootstrapping Audio-Language Alignment with Synthetic Data—0
From Gaming to Research: GTA V for Synthetic Data Generation for Robotics and Navigations—0
GANs and alternative methods of synthetic noise generation for domain adaption of defect classification of Non-destructive ultrasonic testing—0
Generalizing Back-Translation in Neural Machine Translation—0
Generated Data with Fake Privacy: Hidden Dangers of Fine-tuning Large Language Models on Generated Data—0
Generating Faithful Synthetic Data with Large Language Models: A Case Study in Computational Social Science—0
Generating Realistic Synthetic Head Rotation Data for Extended Reality using Deep Learning—0
Generating Realistic Synthetic Relational Data through Graph Variational Autoencoders—0
Generating Reliable Synthetic Clinical Trial Data: The Role of Hyperparameter Optimization and Domain Constraints—0
Talk the Walk: Synthetic Data Generation for Conversational Music Recommendation—0
Generation of Anonymous Chest Radiographs Using Latent Diffusion Models for Training Thoracic Abnormality Classification Systems—0
Generation of Synthetic Electronic Health Records Using a Federated GAN—0
Generation of synthetic gait data: application to multiple sclerosis patients' gait patterns—0
Generative Adversarial Networks for Synthetic Data Generation: A Comparative Study—0
Generative adversarial network with object detector discriminator for enhanced defect detection on ultrasonic B-scans—0
Generative AI for Synthetic Data Generation: Methods, Challenges and the Future—0
Generative Data Augmentation Challenge: Zero-Shot Speech Synthesis for Personalized Speech Enhancement—0
Generative Distribution Prediction: A Unified Approach to Multimodal Learning—0
LiDAR-EDIT: LiDAR Data Generation by Editing the Object Layouts in Real-World Scenes—0
Efficient Generative Modeling via Penalized Optimal Transport Network—0
Generative Zoo—0
GenMM: Geometrically and Temporally Consistent Multimodal Data Generation for Video and LiDAR—0
Gen-n-Val: Agentic Image Data Generation and Validation—0
GenPalm: Contactless Palmprint Generation with Diffusion Models—0
Geometric Understanding of Sketches—0
GeoSim: Realistic Video Simulation via Geometry-Aware Composition for Self-Driving—0
Gold-medalist Performance in Solving Olympiad Geometry with AlphaGeometry2—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