Efficient Detection Method of Pig-Posture Behavior Based on Multiple Attention Mechanism

Table 2

The recognition results of the pig-posture behaviors of the test set.

Model	AP (%)				mAP (%)
	Standing	Sitting	Prone	Sidling
HE-Yolo	99.25	98.41	94.43	97.63	97.43
Yolo v3	97.86	96.08	88.75	93.59	91.82
CA-Yolo	98.49	96.32	88.82	94.07	93.55
SA-Yolo	98.96	96.68	91.01	95.43	95.52
SSD	97.55	94.39	86.32	92.86	92.78
Faster R–CNN	98.63	97.74	93.82	97.25	96.86