Object Detection on COCO (val) (Accuracy and Inference Performance)
57.5mAP (50-95)YOLO26x
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| YOLO26xSize (px)=640, End-to-end (e2e)=false2025.09 | 57.5 | — | — | 55.7 | 193.9 | |
| YOLO26xSize (px)=640, End-to-end (e2e)=true2025.09 | 56.9 | 525.8 | 11.8 | 55.7 | 193.9 | |
| YOLO26lSize (px)=640, End-to-end (e2e)=false2025.09 | 55 | — | — | 24.8 | 86.4 | |
| YOLO26lSize (px)=640, End-to-end (e2e)=true2025.09 | 54.4 | 286.2 | 6.2 | 24.8 | 86.4 | |
| YOLO26mSize (px)=640, End-to-end (e2e)=false2025.09 | 53.1 | — | — | 20.4 | 68.2 | |
| YOLO26mSize (px)=640, End-to-end (e2e)=true2025.09 | 52.5 | 220 | 4.7 | 20.4 | 68.2 | |
| YOLO26sSize (px)=640, End-to-end (e2e)=false2025.09 | 48.6 | — | — | 9.5 | 20.7 | |
| YOLO26sSize (px)=640, End-to-end (e2e)=true2025.09 | 47.8 | 87.2 | 2.5 | 9.5 | 20.7 | |
| YOLO26nSize (px)=640, End-to-end (e2e)=false2025.09 | 40.9 | — | — | 2.4 | 5.4 | |
| YOLO26nSize (px)=640, End-to-end (e2e)=true2025.09 | 40.1 | 38.9 | 1.7 | 2.4 | 5.4 |