IOU-Guided Siamese Tracking

Table 3

Test results on VOT2018 of the proposed methods.

Algorithm	Bounding box fine-tuning method		Target selection strategy		Test dataset
	Based on regression	Based on optimization	Based on classification score	Based on predicted IoU score	VOT2018
					Accuracy	Robustness	EAO
SiamRPN	√		√		0.585	0.376	0.323
IG-SiamRPN		√	√		0.593	0.371	0.328
	√			√	0.590	0.368	0.329
	√	√		√	0.594	0.361	0.334