SOTAVerified

Remote Sensing Image Classification

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 26–50 of 93 papers

TitleStatusHype
Hyperspectral Remote Sensing Image Classification Based on Multi-scale Cross Graphic Convolution—0
In-Domain Self-Supervised Learning Improves Remote Sensing Image Scene Classification—0
Lake Ice Detection from Sentinel-1 SAR with Deep Learning—0
Land-Cover Classification with High-Resolution Remote Sensing Images Using Transferable Deep Models—0
Learning transformer-based heterogeneously salient graph representation for multimodal remote sensing image classification—0
Leveraging feature communication in federated learning for remote sensing image classification—0
Low Saturation Confidence Distribution-based Test-Time Adaptation for Cross-Domain Remote Sensing Image Classification—0
MARTA GANs: Unsupervised Representation Learning for Remote Sensing Image Classification—0
MMFormer: Multimodal Transformer Using Multiscale Self-Attention for Remote Sensing Image Classification—0
Multisource Collaborative Domain Generalization for Cross-Scene Remote Sensing Image Classification—0
Multi-temporal and multi-source remote sensing image classification by nonlinear relative normalization—0
Nearest Neighbor Based Out-of-Distribution Detection in Remote Sensing Scene Classification—0
On the Effects of Different Types of Label Noise in Multi-Label 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
Remote Sensing Image Classification with Decoupled Knowledge Distillation—0
A Novel Multi-Attention Driven System For Multi-Label Remote Sensing Image Classification—0
A Comparative Study of Deep Learning Loss Functions for Multi-Label Remote Sensing Image Classification—0
Adaptive Deep Pyramid Matching for Remote Sensing Scene Classification—0
Advances in Hyperspectral Image Classification: Earth monitoring with statistical learning methods—0
A Label Propagation Strategy for CutMix in Multi-Label Remote Sensing Image Classification—0
A Light-weight Deep Learning Model for Remote Sensing Image Classification—0
A Multi-Modal Federated Learning Framework for Remote Sensing Image Classification—0
An Enhanced Randomly Initialized Convolutional Neural Network for Columnar Cactus Recognition in Unmanned Aerial Vehicle Imagery—0
An landcover fuzzy logic classification by maximumlikelihood—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