Metric: mAP-07 (higher is better)
| # | Model↕ | mAP-07▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | CDLA-HOP | 90.89 | Yes | Category-Aware Dynamic Label Assignment with Hig... | 2024-07-03 | - |
| 2 | STD+ViT-B | 90.67 | Yes | Spatial Transform Decoupling for Oriented Object... | 2023-08-21 | Code |
| 3 | LSKNet-S | 90.65 | Yes | Large Selective Kernel Network for Remote Sensin... | 2023-03-16 | Code |
| 4 | Strip R-CNN | 90.6 | Yes | Strip R-CNN: Large Strip Convolution for Remote ... | 2025-01-07 | Code |
| 5 | RTMDet-R-tiny | 90.6 | Yes | RTMDet: An Empirical Study of Designing Real-Tim... | 2022-12-14 | Code |
| 6 | RSP-ViTAEv2-S-FPN-ORCN | 90.4 | Yes | An Empirical Study of Remote Sensing Pretraining | 2022-04-06 | Code |
| 7 | IMP-ViTAEv2-S-FPN-ORCN | 90.4 | Yes | An Empirical Study of Remote Sensing Pretraining | 2022-04-06 | Code |
| 8 | RSP-ResNet-50-FPN-ORCN | 90.3 | Yes | An Empirical Study of Remote Sensing Pretraining | 2022-04-06 | Code |
| 9 | RSP-Swin-T-FPN-ORCN | 90 | Yes | An Empirical Study of Remote Sensing Pretraining | 2022-04-06 | Code |