SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 461–470 of 822 papers

TitleStatusHype
TSynD: Targeted Synthetic Data Generation for Enhanced Medical Image Classification—0
Tubular Shape Aware Data Generation for Semantic Segmentation in Medical Imaging—0
TUTOR: Training Neural Networks Using Decision Rules as Model Priors—0
Typhoon T1: An Open Thai Reasoning Model—0
UAV-Sim: NeRF-based Synthetic Data Generation for UAV-based Perception—0
Uni-AIMS: AI-Powered Microscopy Image Analysis—0
Unified Multi-Task Learning & Model Fusion for Efficient Language Model Guardrailing—0
Unlocking Spatial Comprehension in Text-to-Image Diffusion Models—0
Unlocking the Potential of Large Language Models in the Nuclear Industry with Synthetic Data—0
Unpicking Data at the Seams: VAEs, Disentanglement and Independent Components—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