Object Detection on CS-positive
45.7mAPRF-DETR
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| RF-DETRSize=m2025.12 | 45.7 | 93.1 | 89.5 | 39.7 | |
| RF-DETRSize=l2025.12 | 44.6 | 91.8 | 88.1 | 38.6 | |
| RF-DETRSize=b2025.12 | 43.1 | 90.4 | 86.9 | 37.5 | |
| RT-DETRSize=l2025.12 | 40 | 88 | 80 | 30 | |
| RF-DETRSize=s2025.12 | 38.9 | 88.5 | 80.4 | 33.7 | |
| RT-DETRSize=x2025.12 | 38 | 86 | 77 | 28 | |
| RT-DETRv2Size=l2025.12 | 38 | 84 | 75 | 28 | |
| RT-DETRv2Size=m2025.12 | 33 | 78 | 68 | 24 | |
| RF-DETRSize=n2025.12 | 30.4 | 82.3 | 70.1 | 25.3 | |
| RT-DETRv2Size=s2025.12 | 28 | 72 | 60 | 20 | |
| YOLOv11Size=n2025.12 | 15 | 34 | 26 | 17 | |
| YOLOv8Size=n2025.12 | 14 | 32 | 24 | 16 | |
| YOLOv11Size=x2025.12 | 10 | 29 | 23 | 7 | |
| YOLOv11Size=l2025.12 | 9 | 27 | 21 | 6 | |
| YOLOv8Size=x2025.12 | 8 | 26 | 20 | 5 | |
| YOLOv11Size=m2025.12 | 8 | 25 | 18 | 5 | |
| YOLOv8Size=l2025.12 | 7 | 24 | 18 | 4 | |
| YOLOv8Size=m2025.12 | 6 | 22 | 15 | 3 | |
| YOLOv11Size=s2025.12 | 6 | 22 | 14 | 3 | |
| YOLOv12Size=s2025.12 | 5 | 20 | 9 | 4 | |
| YOLOv12Size=m2025.12 | 5 | 22 | 20 | 1 | |
| YOLOv12Size=l2025.12 | 5 | 21 | 15 | 1 | |
| YOLOv12Size=x2025.12 | 5 | 23 | 16 | 1 | |
| YOLOv8Size=s2025.12 | 4 | 20 | 12 | 1 | |
| YOLOv12Size=n2025.12 | 4 | 18 | 14 | 1 |