SOTAVerified

Remote Sensing Image Classification

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 41–50 of 93 papers

TitleStatusHype
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
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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