SOTAVerified

Remote Sensing Image Classification

Papers

Showing 2650 of 93 papers

TitleStatusHype
Onboard Satellite Image Classification for Earth Observation: A Comparative Study of ViT ModelsCode0
Photi-LakeIce DatasetCode0
Quantitative Analysis of Primary Attribution Explainable Artificial Intelligence Methods for Remote Sensing Image ClassificationCode0
Gradient-Guided Multiscale Focal Attention Network for Remote Sensing Scene ClassificationCode0
A Consensual Collaborative Learning Method for Remote Sensing Image Classification Under Noisy Multi-LabelsCode0
Lake Ice Detection from Sentinel-1 SAR with Deep LearningCode0
LAKE ICE MONITORING WITH WEBCAMSCode0
RemoteTrimmer: Adaptive Structural Pruning for Remote Sensing Image ClassificationCode0
RSI-CB: A Large Scale Remote Sensing Image Classification Benchmark via Crowdsource DataCode0
DGCNet: An Efficient 3D-Densenet based on Dynamic Group Convolution for Hyperspectral Remote Sensing Image ClassificationCode0
DISIR: Deep Image Segmentation with Interactive RefinementCode0
Divergence Regulated Encoder Network for Joint Dimensionality Reduction and ClassificationCode0
ViGEO: an Assessment of Vision GNNs in Earth ObservationCode0
Multi-Label Noise Robust Collaborative Learning for Remote Sensing Image ClassificationCode0
Quanv4EO: Empowering Earth Observation by means of Quanvolutional Neural Networks0
Recent Developments from Attribute Profiles for Remote Sensing Image Classification0
Remote sensing image classification exploiting multiple kernel learning0
Remote Sensing Image Classification using Transfer Learning and Attention Based Deep Neural Network0
Remote Sensing Image Classification Using Convolutional Neural Network (CNN) and Transfer Learning Techniques0
Remote Sensing Image Classification with Large Scale Gaussian Processes0
Remote Sensing Image Classification with Decoupled Knowledge Distillation0
SatImNet: Structured and Harmonised Training Data for Enhanced Satellite Imagery Classification0
SOAR: Advancements in Small Body Object Detection for Aerial Imagery Using State Space Models and Programmable Gradients0
Achieving Rotation Invariance in Convolution Operations: Shifting from Data-Driven to Mechanism-Assured0
Integrating global spatial features in CNN based Hyperspectral/SAR imagery classification0
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Benchmark Results

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