SOTAVerified

Remote Sensing Image Classification

Papers

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Showing 51–75 of 93 papers

TitleStatusHype
BigEarthNet-MM: A Large Scale Multi-Modal Multi-Label Benchmark Archive for Remote Sensing Image Classification and Retrieval—0
Classification of remote sensing images using attribute profiles and feature profiles from different trees: a comparative study—0
Cloud Adversarial Example Generation for Remote Sensing Image Classification—0
DDIPNet and DDIPNet+: Discriminant Deep Image Prior Networks for Remote Sensing Image Classification—0
Deep Self-taught Learning for Remote Sensing Image Classification—0
Effective Features of Remote Sensing Image Classification Using Interactive Adaptive Thresholding Method—0
Effective Sequential Classifier Training for SVM-based Multitemporal Remote Sensing Image Classification—0
Example-Based Explainable AI and its Application for Remote Sensing Image Classification—0
On the Promises and Challenges of Multimodal Foundation Models for Geographical, Environmental, Agricultural, and Urban Planning Applications—0
Optical Remote Sensing Image Understanding with Weak Supervision: Concepts, Methods, and Perspectives—0
Quanv4EO: Empowering Earth Observation by means of Quanvolutional Neural Networks—0
Recent Developments from Attribute Profiles for Remote Sensing Image Classification—0
Remote sensing image classification exploiting multiple kernel learning—0
Remote Sensing Image Classification using Transfer Learning and Attention Based Deep Neural Network—0
Remote Sensing Image Classification Using Convolutional Neural Network (CNN) and Transfer Learning Techniques—0
Remote Sensing Image Classification with Large Scale Gaussian Processes—0
Achieving Rotation Invariance in Convolution Operations: Shifting from Data-Driven to Mechanism-Assured—0
SatImNet: Structured and Harmonised Training Data for Enhanced Satellite Imagery Classification—0
SOAR: Advancements in Small Body Object Detection for Aerial Imagery Using State Space Models and Programmable Gradients—0
Sparse Representation-Based Classification: Orthogonal Least Squares or Orthogonal Matching Pursuit?—0
Integrating global spatial features in CNN based Hyperspectral/SAR imagery classification—0
Three dimensional Deep Learning approach for remote sensing image classification—0
Transformer-based Federated Learning for Multi-Label Remote Sensing Image Classification—0
Transformer-based Multi-Modal Learning for Multi Label Remote Sensing Image Classification—0
Unsupervised Deep Feature Extraction for Remote Sensing Image Classification—0
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Benchmark Results

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