Siamese Attention Networks with Adaptive Templates for Visual Tracking

Table 1

Comparison with state-of-the-art trackers on VOT2018. The best results are highlighted in red, blue, and green, respectively. SiamRPN++ is baseline.

	ECO	DRT	RCO	UPDT	SiamRPN	ATOM	SiamRPN++	DiMP	Ours
EAO↑	0.280	0.355	0.376	0.379	0.384	0.401	0.414	0.441	0.445
Accuracy↑	0.484	0.518	0.507	0.536	0.586	0.590	0.600	0.597	0.618
Robustness↓	0.276	0.201	0.155	0.184	0.276	0.204	0.234	0.152	0.202