SOTAVerified

Remote Sensing Image Classification

Papers

Showing 2130 of 93 papers

TitleStatusHype
Small-Object Detection in Remote Sensing Images with End-to-End Edge-Enhanced GAN and Object Detector NetworkCode1
Self-Attention-Based Deep Feature Fusion for Remote Sensing Scene ClassificationCode1
Effective Features of Remote Sensing Image Classification Using Interactive Adaptive Thresholding Method0
A Comparative Study of Deep Learning Loss Functions for Multi-Label Remote Sensing Image Classification0
Effective Sequential Classifier Training for SVM-based Multitemporal Remote Sensing Image Classification0
Deep Self-taught Learning for Remote Sensing Image Classification0
DDIPNet and DDIPNet+: Discriminant Deep Image Prior Networks for Remote Sensing Image Classification0
A Label Propagation Strategy for CutMix in Multi-Label Remote Sensing Image Classification0
A Robust and Low Complexity Deep Learning Model for Remote Sensing Image Classification0
A Novel Multi-scale Attention Feature Extraction Block for Aerial Remote Sensing Image Classification0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1MAE (ViT-B/16)Accuracy (%)65.29Unverified
2DINO (ViT-B/16)Accuracy (%)63.36Unverified
3ViT-B/16Accuracy (%)63.31Unverified
4ResNet-50Accuracy (%)63.2Unverified