SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 811–820 of 822 papers

TitleStatusHype
Synthetic data generation for Indic handwritten text recognition—0
Effective deep learning training for single-image super-resolution in endomicroscopy exploiting video-registration-based reconstruction—0
Separating Reflection and Transmission Images in the Wild—0
Burst Denoising with Kernel Prediction NetworksCode0
HP-GAN: Probabilistic 3D human motion prediction via GANCode0
Procedural Modeling and Physically Based Rendering for Synthetic Data Generation in Automotive Applications—0
A Generic Deep Architecture for Single Image Reflection Removal and Image SmoothingCode0
Improved Training of Wasserstein GANsCode1
A Self-supervised Learning System for Object Detection using Physics Simulation and Multi-view Pose EstimationCode0
DepthSynth: Real-Time Realistic Synthetic Data Generation from CAD Models for 2.5D Recognition—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