Object Detection on DIOR-R
74.27mAPSkySense
Evaluation results
| Method | Links | |
|---|---|---|
| SkySenseDetection Type=Oriented2023.12 | 74.27 | |
| RVSADetection Type=Oriented, Publication=TGRS'222023.12 | 71.05 | |
| PKINet-v2-S#P=30.7M, FLOPs=173G2026.03 | 69.4 | |
| Strip R-CNN-SPretraining=IN, #P=30.5M, FLOPs=159G2025.01 | 68.7 | |
| Strip RCNN-S#P=31.2M, FLOPs=204G2026.03 | 68.7 | |
| LWGANet-L2#P=29.2M, FLOPs=159G2026.03 | 68.53 | |
| GFMDetection Type=Oriented, Publication=ICCV'232023.12 | 67.67 | |
| SatLasDetection Type=Oriented, Publication=ICCV'232023.12 | 67.59 | |
| PKINet-SPretraining=IN, #P=30.8M, FLOPs=190G2025.01 | 67.03 | |
| PKINet-v1-S#P=30.8M, FLOPs=184G2026.03 | 67.03 | |
| DCFLPretraining=IN2025.01 | 66.8 | |
| DCFL2026.03 | 66.8 | |
| O-RepPointsPretraining=IN, #P=36.6M2025.01 | 66.71 | |
| Oriented Rep#P=36.6M2026.03 | 66.71 | |
| GGHL2026.03 | 66.48 | |
| Scale-MAEDetection Type=Oriented, Publication=ICCV'232023.12 | 66.47 | |
| CMIDDetection Type=Oriented, Publication=CVPR'232023.12 | 66.37 | |
| TOYDetection Type=Oriented, Publication=JSTARS'232023.12 | 66.33 | |
| ARS-DETRPretraining=IN, #P=41.1M, FLOPs=198G2025.01 | 66.12 | |
| ARS-DETR#P=41.6M2026.03 | 66.12 | |
| LSKNet-SPretraining=IN, #P=31M, FLOPs=161G2025.01 | 65.9 | |
| LSKNet-S#P=31.0M, FLOPs=161G2026.03 | 65.9 | |
| SatMAEDetection Type=Oriented, Publication=NIPS'222023.12 | 65.66 | |
| GASSLDetection Type=Oriented, Publication=ICCV'212023.12 | 65.65 | |
| O-RCNNPretraining=IN, #P=41.1M, FLOPs=199G2025.01 | 64.3 | |
| O-RCNN#P=41.1M, FLOPs=199G2026.03 | 64.3 | |
| CACODetection Type=Oriented, Publication=CVPR'232023.12 | 64.1 | |
| RT2026.03 | 63.87 | |
| TIOE-DetPretraining=IN, #P=41.1M, FLOPs=198G2025.01 | 61.98 | |
| TIOE-Det2026.03 | 61.98 | |
| SSL4EODetection Type=Oriented, Publication=GRSM'232023.12 | 61.23 | |
| Faster RCNN-OPretraining=IN, #P=41.1M, FLOPs=198G2025.01 | 59.54 | |
| FR-O#P=41.1M, FLOPs=198G2026.03 | 59.54 | |
| RetinaNet-OPretraining=IN2025.01 | 57.55 | |
| RetinaNet-O2026.03 | 57.55 |