Object Detection on LEVIR-Ship (test)
84.1AP50DynamicVis-L
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DynamicVis-LModel Scale=Large2025.03 | 84.1 | 82.8 | 96.8 | |
| HRNet2025.03 | 83.7 | — | — | |
| DynamicVis-BModel Scale=Base2025.03 | 83.5 | 82.1 | 97.3 | |
| ORFENet2025.03 | 83.3 | — | — | |
| DSFPAPNet2025.03 | 82.6 | — | — | |
| DRENet2025.03 | 82.4 | — | — | |
| DynamicVis-L‡Model Scale=Large, Routing Strategy=Routed2025.03 | 82.3 | 80.8 | 95.5 | |
| CoDETR2025.03 | 82.1 | 80.5 | 95 | |
| YOLOX2025.03 | 81.9 | 81.2 | 89.1 | |
| FCOS2025.03 | 80.4 | 79.8 | 82.2 | |
| DynamicVis-B‡Model Scale=Base, Routing Strategy=Routed2025.03 | 80.3 | 79 | 95.3 | |
| DynamicVis-L†Model Scale=Large, Routing Strategy=Dense Baseline2025.03 | 80.1 | 79.9 | 82.9 | |
| DINO2025.03 | 79.6 | 78.8 | 91.2 | |
| DeformableDETR2025.03 | 78.6 | 78.5 | 75.6 | |
| DynamicVis-B†Model Scale=Base, Routing Strategy=Dense Baseline2025.03 | 78.2 | 78.4 | 87.7 | |
| IM-YOLOv5s2025.03 | 76.9 | — | — | |
| CenterNet2025.03 | 76.2 | 74.4 | 80.2 | |
| YOLOv5s2025.03 | 75.6 | — | — | |
| DS-YOLOv5s2025.03 | 75.4 | — | — | |
| RetinaNet2025.03 | 75.3 | 72.3 | 75 | |
| ViTDet2025.03 | 75.3 | 73.6 | 90.9 | |
| Faster R-CNN2025.03 | 75.2 | 74.5 | 86.5 | |
| TridentNet2025.03 | 75.1 | — | — | |
| RTMDet2025.03 | 75 | 73.6 | 89.1 | |
| EfficientDet2025.03 | 75 | 73.3 | 90.2 | |
| HSFNet2025.03 | 73.6 | — | — | |
| ImYOLOv32025.03 | 72.6 | — | — | |
| SparseRCNN2025.03 | 71.9 | 71.3 | 73.4 | |
| YOLOv32025.03 | 70.7 | 71.4 | 56.8 | |
| YOLOF2025.03 | 68.1 | 66.6 | 85.9 | |
| SSD2025.03 | 56.9 | 55.8 | 63.4 |