Multi-Label Image Classification on BigEarthNet (official test set)
Metric: mAP (micro) (higher is better)
Metric: mAP (micro) (higher is better)
| # | Model↕ | mAP (micro)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | FG-MAE (ViT-S/16) | 89.3 | Yes | Feature Guided Masked Autoencoder for Self-super... | 2023-10-28 | Code |
| 2 | MoCov3 (ViT-S/16) | 89.3 | Yes | SSL4EO-S12: A Large-Scale Multi-Modal, Multi-Tem... | 2022-11-13 | Code |
| 3 | MoCov2 (ResNet50) | 88.7 | Yes | SSL4EO-S12: A Large-Scale Multi-Modal, Multi-Tem... | 2022-11-13 | Code |
| 4 | MAE (ViT-S/16) | 88.6 | Yes | Feature Guided Masked Autoencoder for Self-super... | 2023-10-28 | Code |
| 5 | ViT-S/16 | 87.8 | No | Feature Guided Masked Autoencoder for Self-super... | 2023-10-28 | Code |