| Paper | Code | mAP (micro) | F1 Score | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| Feature Guided Masked Autoencoder for Self-supervised Learning in Remote Sensing | ✓ Link | 89.3 | 80.8 | FG-MAE (ViT-S/16) | 2023-10-28 |
| SSL4EO-S12: A Large-Scale Multi-Modal, Multi-Temporal Dataset for Self-Supervised Learning in Earth Observation | ✓ Link | 89.3 | 80.5 | MoCov3 (ViT-S/16) | 2022-11-13 |
| SSL4EO-S12: A Large-Scale Multi-Modal, Multi-Temporal Dataset for Self-Supervised Learning in Earth Observation | ✓ Link | 88.7 | 79.8 | MoCov2 (ResNet50) | 2022-11-13 |
| Feature Guided Masked Autoencoder for Self-supervised Learning in Remote Sensing | ✓ Link | 88.6 | 79.9 | MAE (ViT-S/16) | 2023-10-28 |
| Feature Guided Masked Autoencoder for Self-supervised Learning in Remote Sensing | ✓ Link | 87.8 | 78.9 | ViT-S/16 | 2023-10-28 |
| Benchmarking and scaling of deep learning models for land cover image classification | ✓ Link | 76.8 | ResNet50 | 2021-11-18 |