Metric: mAP (higher is better)
| # | Model↕ | mAP▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | MAE+MTP(ViT-L+RVSA) | 74.54 | No | MTP: Advancing Remote Sensing Foundation Model v... | 2024-03-20 | Code |
| 2 | ViT-G12X4 | 73.6 | No | A Billion-scale Foundation Model for Remote Sens... | 2023-04-11 | - |
| 3 | IMP+MTP(InternImage-XL) | 72.17 | No | MTP: Advancing Remote Sensing Foundation Model v... | 2024-03-20 | Code |
| 4 | MAE+MTP(ViT-B+RVSA) | 71.29 | No | MTP: Advancing Remote Sensing Foundation Model v... | 2024-03-20 | Code |
| 5 | ViTAE-B + RVSA-ORCN | 71.05 | No | Advancing Plain Vision Transformer Towards Remot... | 2022-08-08 | Code |
| 6 | ViT-B + RVSA-ORCN | 70.85 | No | Advancing Plain Vision Transformer Towards Remot... | 2022-08-08 | Code |
| 7 | LWGANet L2 | 68.53 | No | LWGANet: A Lightweight Group Attention Backbone ... | 2025-01-17 | Code |
| 8 | LEGNet-S | 68.4 | No | LEGNet: Lightweight Edge-Gaussian Driven Network... | 2025-03-18 | Code |
| 9 | DecoupleNet D2 | 67.08 | Yes | - | - | Code |