SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 376–400 of 822 papers

TitleStatusHype
Advancing the Understanding of Fine-Grained 3D Forest Structures using Digital Cousins and Simulation-to-Reality: Methods and Datasets—0
Accurate and Intuitive Contextual Explanations using Linear Model Trees—0
Dessie: Disentanglement for Articulated 3D Horse Shape and Pose Estimation from Images—0
Beyond the Norm: A Survey of Synthetic Data Generation for Rare Events—0
Descanning: From Scanned to the Original Images with a Color Correction Diffusion Model—0
Derm-T2IM: Harnessing Synthetic Skin Lesion Data via Stable Diffusion Models for Enhanced Skin Disease Classification using ViT and CNN—0
An Overview of Facial Micro-Expression Analysis: Data, Methodology and Challenge—0
DepthwiseGANs: Fast Training Generative Adversarial Networks for Realistic Image Synthesis—0
DepthSynth: Real-Time Realistic Synthetic Data Generation from CAD Models for 2.5D Recognition—0
Demystifying Graph Neural Network Explanations—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
IRG: Generating Synthetic Relational Databases using Deep Learning with Insightful Relational Understanding—0
IP-Dialog: Evaluating Implicit Personalization in Dialogue Systems with Synthetic Data—0
deepNIR: Datasets for generating synthetic NIR images and improved fruit detection system using deep learning techniques—0
Interrogating Paradigms in Self-supervised Graph Representation Learning—0
Interpretable Solutions for Breast Cancer Diagnosis with Grammatical Evolution and Data Augmentation—0
Interpretable classification of wiki-review streams—0
Integrating Unsupervised Data Generation into Self-Supervised Neural Machine Translation for Low-Resource Languages—0
Deep Metric Learning-Based Out-of-Distribution Detection with Synthetic Outlier Exposure—0
Instruction Data Generation and Unsupervised Adaptation for Speech Language Models—0
Deep learning based on Transformer architecture for power system short-term voltage stability assessment with class imbalance—0
Is API Access to LLMs Useful for Generating Private Synthetic Tabular Data?—0
Inference With Combining Rules From Multiple Differentially Private Synthetic Datasets—0
Industrial Application of 6D Pose Estimation for Robotic Manipulation in Automotive Internal Logistics—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