SOTAVerified

Remote Sensing Image Classification

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 51–75 of 93 papers

TitleStatusHype
Nearest Neighbor Based Out-of-Distribution Detection in Remote Sensing Scene Classification—0
MMFormer: Multimodal Transformer Using Multiscale Self-Attention for Remote Sensing Image Classification—0
A Light-weight Deep Learning Model for Remote Sensing Image Classification—0
Example-Based Explainable AI and its Application for Remote Sensing Image Classification—0
DDIPNet and DDIPNet+: Discriminant Deep Image Prior Networks for Remote Sensing Image Classification—0
A Robust and Low Complexity Deep Learning Model for Remote Sensing Image Classification—0
On the Effects of Different Types of Label Noise in Multi-Label Remote Sensing Image Classification—0
Remote Sensing Image Classification using Transfer Learning and Attention Based Deep Neural Network—0
Bayesian Convolutional Neural Networks for Limited Data Hyperspectral Remote Sensing Image Classification—0
Optical Remote Sensing Image Understanding with Weak Supervision: Concepts, Methods, and Perspectives—0
Hyperspectral Remote Sensing Image Classification Based on Multi-scale Cross Graphic Convolution—0
BigEarthNet-MM: A Large Scale Multi-Modal Multi-Label Benchmark Archive for Remote Sensing Image Classification and Retrieval—0
A Consensual Collaborative Learning Method for Remote Sensing Image Classification Under Noisy Multi-LabelsCode0
An Enhanced Randomly Initialized Convolutional Neural Network for Columnar Cactus Recognition in Unmanned Aerial Vehicle Imagery—0
A survey of active learning algorithms for supervised remote sensing image classification—0
Divergence Regulated Encoder Network for Joint Dimensionality Reduction and ClassificationCode0
Multi-Label Noise Robust Collaborative Learning for Remote Sensing Image ClassificationCode0
Multi-temporal and multi-source remote sensing image classification by nonlinear relative normalization—0
A Comparative Study of Deep Learning Loss Functions for Multi-Label Remote Sensing Image Classification—0
SatImNet: Structured and Harmonised Training Data for Enhanced Satellite Imagery Classification—0
Integrating global spatial features in CNN based Hyperspectral/SAR imagery classification—0
DISIR: Deep Image Segmentation with Interactive RefinementCode0
Photi-LakeIce DatasetCode0
Lake Ice Detection from Sentinel-1 SAR with Deep LearningCode0
A Novel Multi-Attention Driven System For Multi-Label 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