SOTAVerified

Remote Sensing Image Classification

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–25 of 93 papers

TitleStatusHype
MVNet: Hyperspectral Remote Sensing Image Classification Based on Hybrid Mamba-Transformer Vision Backbone ArchitectureCode0
Remote Sensing Image Classification with Decoupled Knowledge Distillation—0
A Diff-Attention Aware State Space Fusion Model for Remote Sensing ClassificationCode0
A Multi-Modal Federated Learning Framework for Remote Sensing Image Classification—0
Remote Sensing Image Classification Using Convolutional Neural Network (CNN) and Transfer Learning Techniques—0
A synergistic CNN-transformer network with pooling attention fusion for hyperspectral image classificationCode1
Communication-Efficient Federated Learning Based on Explanation-Guided Pruning for Remote Sensing Image ClassificationCode1
FedRSClip: Federated Learning for Remote Sensing Scene Classification Using Vision-Language Models—0
RemoteTrimmer: Adaptive Structural Pruning for Remote Sensing Image ClassificationCode0
Multisource Collaborative Domain Generalization for Cross-Scene Remote Sensing Image Classification—0
Cloud Adversarial Example Generation for Remote Sensing Image Classification—0
Onboard Satellite Image Classification for Earth Observation: A Comparative Study of ViT ModelsCode0
Low Saturation Confidence Distribution-based Test-Time Adaptation for Cross-Domain Remote Sensing Image Classification—0
MSFMamba: Multi-Scale Feature Fusion State Space Model for Multi-Source Remote Sensing Image ClassificationCode1
Quanv4EO: Empowering Earth Observation by means of Quanvolutional Neural Networks—0
Gradient-Guided Multiscale Focal Attention Network for Remote Sensing Scene ClassificationCode0
Transformer-based Federated Learning for Multi-Label Remote Sensing Image Classification—0
A Label Propagation Strategy for CutMix in Multi-Label Remote Sensing Image Classification—0
SOAR: Advancements in Small Body Object Detection for Aerial Imagery Using State Space Models and Programmable Gradients—0
Achieving Rotation Invariance in Convolution Operations: Shifting from Data-Driven to Mechanism-Assured—0
FlightScope: An Experimental Comparative Review of Aircraft Detection Algorithms in Satellite ImageryCode1
RSMamba: Remote Sensing Image Classification with State Space ModelCode3
Leveraging feature communication in federated learning for remote sensing image classification—0
ViGEO: an Assessment of Vision GNNs in Earth ObservationCode0
On the Promises and Challenges of Multimodal Foundation Models for Geographical, Environmental, Agricultural, and Urban Planning Applications—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