Table 6 Results of experiments conducted on the PASCAL VOC and visdrone datasets.

From: High-accuracy brain tumor detection method based on deep learning

Datasets

Algorithms

Recall

mAP@0.5

mAP@0.5–0.95

PASCAL VOC

YOLOv8n

33.6

33.7

19.0

YOLOv10n

27.9

24.9

14.2

Ours

43.1

45.1

27.6

VisDrone

YOLOv8n

33.4

32.7

18.9

YOLOv10n

29.9

29.7

16.5

Ours

34.1

34.0

19.3