SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 701–710 of 822 papers

TitleStatusHype
Data-driven modeling of time-domain induced polarizationCode0
SuperCaustics: Real-time, open-source simulation of transparent objects for deep learning applicationsCode1
Integrating Unsupervised Data Generation into Self-Supervised Neural Machine Translation for Low-Resource Languages—0
Synthetic Data Generation and Joint Learning for Robust Code-Mixed Translation—0
SimDem A Multi-agent Simulation Environment to Model Persons with Dementia and their Assistance—0
SinGAN-Seg: Synthetic training data generation for medical image segmentationCode1
Virtual Temporal Samples for Recurrent Neural Networks: applied to semantic segmentation in agriculture—0
Universum GANs: Improving GANs through contradictions—0
An Analysis of the Deployment of Models Trained on Private Tabular Synthetic Data: Unexpected Surprises—0
Object detection and Autoencoder-based 6D pose estimation for highly cluttered Bin Picking—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