SOTAVerified

Remote Sensing Image Classification

Papers

Showing 2130 of 93 papers

TitleStatusHype
FlightScope: An Experimental Comparative Review of Aircraft Detection Algorithms in Satellite ImageryCode1
RSMamba: Remote Sensing Image Classification with State Space ModelCode3
Leveraging feature communication in federated learning for remote sensing image classification0
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 Applications0
Learning transformer-based heterogeneously salient graph representation for multimodal remote sensing image classification0
Federated Learning Across Decentralized and Unshared Archives for Remote Sensing Image Classification0
SS-MAE: Spatial-Spectral Masked Auto-Encoder for Multi-Source Remote Sensing Image ClassificationCode1
FedSN: A Federated Learning Framework over Heterogeneous LEO Satellite Networks0
A Novel Multi-scale Attention Feature Extraction Block for Aerial Remote Sensing Image 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