TABLE 2.

Classification performance of the YOLOv11 m model on the test set.

Class	Precision %	Sensitivity %	Specificity %	F1 score %	Accuracy %	AP %	AUC
Ileocecal part	99.97	86.21	99.96	92.59	97.15	98.13	99.39 [0.93,0.99]
Instrument	94.07	98.23	95.83	96.1	96.8	99.55	99.69 [0.94,0.99]
Normal	97.35	99.88	98.25	98.65	98.93	99.98	99.99 [0.96,1.00]
Overall (weighted average)	96.58	96.44	97.64	96.38	96.44	99.42	99.75 [0.98,0.99]

Weighted average metrics take into account the number of samples in each class, assigning greater weight to classes with larger sample sizes.