Object Detection on CONDIS++ (augmented)
84.1PrecisionYOLO11m
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| YOLO11mModel Size (M)=20.1, GFLOPs=68.52026.03 | 84.1 | 70.1 | 79.7 | 59.6 | |
| YOLO12sModel Size (M)=9.2, GFLOPs=21.72026.03 | 84 | 69.7 | 79.8 | 59 | |
| YOLOv10nModel Size (M)=2.3, GFLOPs=6.72026.03 | 83.6 | 69.7 | 80 | 57.2 | |
| COTONETModel Size (M)=7.6, GFLOPs=27.82026.03 | 82.5 | 73.3 | 81.1 | 60.6 | |
| YOLOv8mModel Size (M)=25.9, GFLOPs=79.32026.03 | 81.9 | 72.5 | 80.7 | 60.4 | |
| YOLO11nModel Size (M)=2.6, GFLOPs=6.62026.03 | 81.5 | 70.8 | 78.1 | 56.1 | |
| YOLOv10mModel Size (M)=15.4, GFLOPs=59.12026.03 | 81.1 | 73.4 | 79.2 | 60 | |
| YOLOv9mModel Size (M)=20.2, GFLOPs=77.92026.03 | 80.4 | 72 | 79.5 | 60.3 | |
| YOLOv8sModel Size (M)=11.1, GFLOPs=28.82026.03 | 80 | 69.7 | 77.1 | 56.6 | |
| YOLOv10sModel Size (M)=7.2, GFLOPs=21.62026.03 | 79.6 | 73.2 | 79.1 | 57.8 | |
| YOLO12mModel Size (M)=20.2, GFLOPs=68.12026.03 | 79.6 | 73.8 | 80 | 59.3 | |
| YOLO11sModel Size (M)=9.4, GFLOPs=21.72026.03 | 78.2 | 73.3 | 78.3 | 57.8 | |
| YOLO12nModel Size (M)=2.6, GFLOPs=6.72026.03 | 77.4 | 67.6 | 77.4 | 55 | |
| YOLOv9tModel Size (M)=2.1, GFLOPs=8.52026.03 | 77.1 | 75.5 | 79.1 | 56.6 | |
| YOLOv8nModel Size (M)=3.1, GFLOPs=8.92026.03 | 76.9 | 70.7 | 76.2 | 55.3 | |
| YOLOv9sModel Size (M)=7.3, GFLOPs=27.62026.03 | 71 | 76.1 | 78.4 | 58.5 |