SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 381–390 of 822 papers

TitleStatusHype
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
deepNIR: Datasets for generating synthetic NIR images and improved fruit detection system using deep learning techniques—0
Deep Metric Learning-Based Out-of-Distribution Detection with Synthetic Outlier Exposure—0
Deep learning based on Transformer architecture for power system short-term voltage stability assessment with class imbalance—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