Image Classification on BigEarthNet
Metric: mAP (micro) (higher is better)
Metric: mAP (micro) (higher is better)
| # | Model↕ | mAP (micro)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | MoCo-v2 (ResNet50, fine tune) | 91.8 | Yes | SSL4EO-S12: A Large-Scale Multi-Modal, Multi-Tem... | 2022-11-13 | Code |
| 2 | MoCo-v3 (ViT-S/16, fine tune) | 89.9 | Yes | SSL4EO-S12: A Large-Scale Multi-Modal, Multi-Tem... | 2022-11-13 | Code |
| 3 | MoCo-v2 (ResNet18, fine tune) | 89.3 | No | Self-supervised Learning in Remote Sensing: A Re... | 2022-06-27 | Code |
| 4 | MAE (ViT-S/16, fine tune) | 88.9 | Yes | SSL4EO-S12: A Large-Scale Multi-Modal, Multi-Tem... | 2022-11-13 | Code |
| 5 | DINO-MC | 88.75 | Yes | Extending global-local view alignment for self-s... | 2023-03-12 | Code |