| A Survey on Remote Sensing Foundation Models: From Vision to Multimodality | Mar 28, 2025 | Change DetectionLand Cover Classification | CodeCode Available | 2 |
| OmniSat: Self-Supervised Modality Fusion for Earth Observation | Apr 12, 2024 | DiversityEarth Observation | CodeCode Available | 2 |
| PhilEO Bench: Evaluating Geo-Spatial Foundation Models | Jan 9, 2024 | Density EstimationEarth Observation | CodeCode Available | 2 |
| SatMAE: Pre-training Transformers for Temporal and Multi-Spectral Satellite Imagery | Jul 17, 2022 | Land Cover ClassificationSemantic Segmentation | CodeCode Available | 2 |
| Embedding Earth: Self-supervised contrastive pre-training for dense land cover classification | Mar 11, 2022 | Earth ObservationLand Cover Classification | CodeCode Available | 2 |
| Transformer Meets Convolution: A Bilateral Awareness Network for Semantic Segmentation of Very Fine Resolution Urban Scene Images | Jun 23, 2021 | Autonomous DrivingDecision Making | CodeCode Available | 2 |
| SFA-Net: Semantic Feature Adjustment Network for Remote Sensing Image Segmentation | Sep 3, 2024 | Change DetectionDecoder | CodeCode Available | 1 |
| AGBD: A Global-scale Biomass Dataset | Jun 7, 2024 | Land Cover Classification | CodeCode Available | 1 |
| A citizen science toolkit to collect human perceptions of urban environments using open street view images | Feb 29, 2024 | Land Cover ClassificationSurvey | CodeCode Available | 1 |
| Multimodal Informative ViT: Information Aggregation and Distribution for Hyperspectral and LiDAR Classification | Jan 6, 2024 | Land Cover Classification | CodeCode Available | 1 |
