SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 731–740 of 822 papers

TitleStatusHype
Real-Time, Flight-Ready, Non-Cooperative Spacecraft Pose Estimation Using Monocular Imagery—0
GeoSim: Realistic Video Simulation via Geometry-Aware Composition for Self-Driving—0
Synthetic Embedding-based Data Generation Methods for Student Performance—0
Copula Flows for Synthetic Data Generation—0
Detecting Anomalous Invoice Line Items in the Legal Case Lifecycle—0
EC-GAN: Low-Sample Classification using Semi-Supervised Algorithms and GANsCode1
Differentially Private Synthetic Medical Data Generation using Convolutional GANsCode1
An Overview of Facial Micro-Expression Analysis: Data, Methodology and Challenge—0
Learning Compositional Radiance Fields of Dynamic Human Heads—0
Copula-based synthetic data augmentation for machine-learning emulatorsCode1
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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