IOU-Guided Siamese Tracking

Table 4

Test results on VOT datasets.

Algorithm	VOT2017			VOT2018
	Accuracy	Robustness	EAO	Accuracy	Robustness	EAO
SRDCF	0.491	0.973	0.120	—	—	—
SiamFC	0.501	0.586	0.188	0.504	0.583	0.186
CFNet	0.488	0.595	0.195	0.466	0.531	0.194
GradNet	0.507	0.375	0.247	—	—	—
DeepSRDCF	0.492	0.363	0.256	—	—	—
SiamRPN	0.519	0.462	0.316	0.585	0.376	0.323
SiamDWfc	0.518	0.496	0.324	0.558	0.374	0.239
DaSiamRPN	0.548	0.441	0.326	0.569	0.337	0.323
SiamDW-RPN	0.521	0.458	0.312	0.587	0.263	0.332
IG-SiamRPN	0.529	0.435	0.326	0.594	0.361	0.334