SOTAVerified

Remote Sensing Image Classification

Papers

Showing 1120 of 93 papers

TitleStatusHype
Semantic Interleaving Global Channel Attention for Multilabel Remote Sensing Image ClassificationCode1
Self-Attention-Based Deep Feature Fusion for Remote Sensing Scene ClassificationCode1
Multimodal Fusion Transformer for Remote Sensing Image ClassificationCode1
DKDFN: Domain Knowledge-Guided deep collaborative fusion network for multimodal unitemporal remote sensing land cover classificationCode1
Deep Transfer Learning for Land Use and Land Cover Classification: A Comparative StudyCode1
A Multi-Task Deep Learning Framework for Building Footprint SegmentationCode1
Self-Supervised Learning of Remote Sensing Scene Representations Using Contrastive Multiview CodingCode1
Remote Sensing Image Classification with the SEN12MS DatasetCode1
Attention-Based Second-Order Pooling Network for Hyperspectral Image ClassificationCode1
The color out of space: learning self-supervised representations for Earth Observation imageryCode1
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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