SOTAVerified

Remote Sensing Image Classification

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 26–50 of 93 papers

TitleStatusHype
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
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
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
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
Learning transformer-based heterogeneously salient graph representation for multimodal remote sensing image classification—0
Federated Learning Across Decentralized and Unshared Archives for Remote Sensing Image Classification—0
FedSN: A Federated Learning Framework over Heterogeneous LEO Satellite Networks—0
A Novel Multi-scale Attention Feature Extraction Block for Aerial Remote Sensing Image Classification—0
DGCNet: An Efficient 3D-Densenet based on Dynamic Group Convolution for Hyperspectral Remote Sensing Image ClassificationCode0
In-Domain Self-Supervised Learning Improves Remote Sensing Image Scene Classification—0
Quantitative Analysis of Primary Attribution Explainable Artificial Intelligence Methods for Remote Sensing Image ClassificationCode0
Transformer-based Multi-Modal Learning for Multi Label Remote Sensing Image Classification—0
Show:102550
← PrevPage 2 of 4Next →

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