SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 201–210 of 822 papers

TitleStatusHype
Advancing Semantic Caching for LLMs with Domain-Specific Embeddings and Synthetic Data—0
Empirical Analysis of Noising Scheme based Synthetic Data Generation for Automatic Post-editing—0
Derm-T2IM: Harnessing Synthetic Skin Lesion Data via Stable Diffusion Models for Enhanced Skin Disease Classification using ViT and CNN—0
Descanning: From Scanned to the Original Images with a Color Correction Diffusion Model—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
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
3D Segmentation of Humans in Point Clouds with Synthetic Data—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