Metric: mAP-12 (higher is better)
| # | Model↕ | mAP-12▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | CDLA-HOP | 98.77 | Yes | Category-Aware Dynamic Label Assignment with Hig... | 2024-07-03 | - |
| 2 | Strip R-CNN | 98.7 | Yes | Strip R-CNN: Large Strip Convolution for Remote ... | 2025-01-07 | Code |
| 3 | STD+ViT-B | 98.55 | Yes | Spatial Transform Decoupling for Oriented Object... | 2023-08-21 | Code |
| 4 | LSKNet-S | 98.46 | Yes | Large Selective Kernel Network for Remote Sensin... | 2023-03-16 | Code |
| 5 | RTMDet-R-tiny | 97.1 | Yes | RTMDet: An Empirical Study of Designing Real-Tim... | 2022-12-14 | Code |