Object Detection on COCO (val) (Hardware Specific Performance)
53.9mAP50YOLOv8x
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| YOLOv8x#Params (M)=68.2, FLOPs (B)=257.82023.03 | 53.9 | 71 | 64 | 479 | |
| YOLOv8l#Params (M)=43.7, FLOPs (B)=165.22023.03 | 52.9 | 69.8 | 95 | 375 | |
| YOLOv5x#Params (M)=86.7, FLOPs (B)=205.72023.03 | 50.7 | 68.9 | 67 | 766 | |
| YOLOv8m#Params (M)=25.9, FLOPs (B)=78.92023.03 | 50.2 | 67.2 | 137 | 235 | |
| YOLOv5l#Params (M)=46.5, FLOPs (B)=109.12023.03 | 49 | 67.3 | 116 | 430 | |
| YOLOv5m#Params (M)=21.2, FLOPs (B)=49.02023.03 | 45.4 | 64.1 | 160 | 224 | |
| YOLOv8s#Params (M)=11.2, FLOPs (B)=28.62023.03 | 44.9 | 61.8 | 260 | 128 | |
| YOLOv5s#Params (M)=7.2, FLOPs (B)=16.52023.03 | 37.4 | 56.8 | 277 | 98 | |
| YOLOv8n#Params (M)=3.2, FLOPs (B)=8.72023.03 | 37.3 | 52.5 | 383 | 80 | |
| YOLOv5n#Params (M)=1.9, FLOPs (B)=4.52023.03 | 28 | 45.7 | 370 | 45 |