SOTAVerified

Remote Sensing Image Classification

Papers

Showing 7693 of 93 papers

TitleStatusHype
On the Effects of Different Types of Label Noise in Multi-Label Remote Sensing Image Classification0
Onboard Satellite Image Classification for Earth Observation: A Comparative Study of ViT ModelsCode0
ViGEO: an Assessment of Vision GNNs in Earth ObservationCode0
Lake Ice Detection from Sentinel-1 SAR with Deep LearningCode0
Gradient-Guided Multiscale Focal Attention Network for Remote Sensing Scene ClassificationCode0
Photi-LakeIce DatasetCode0
Quantitative Analysis of Primary Attribution Explainable Artificial Intelligence Methods for Remote Sensing Image ClassificationCode0
Divergence Regulated Encoder Network for Joint Dimensionality Reduction and ClassificationCode0
DISIR: Deep Image Segmentation with Interactive RefinementCode0
A Diff-Attention Aware State Space Fusion Model for Remote Sensing ClassificationCode0
Wide Contextual Residual Network with Active Learning for Remote Sensing Image ClassificationCode0
DGCNet: An Efficient 3D-Densenet based on Dynamic Group Convolution for Hyperspectral Remote Sensing Image ClassificationCode0
Multi-Label Noise Robust Collaborative Learning for Remote Sensing Image ClassificationCode0
A Consensual Collaborative Learning Method for Remote Sensing Image Classification Under Noisy Multi-LabelsCode0
MVNet: Hyperspectral Remote Sensing Image Classification Based on Hybrid Mamba-Transformer Vision Backbone ArchitectureCode0
RemoteTrimmer: Adaptive Structural Pruning for Remote Sensing Image ClassificationCode0
RSI-CB: A Large Scale Remote Sensing Image Classification Benchmark via Crowdsource DataCode0
LAKE ICE MONITORING WITH WEBCAMSCode0
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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