An Enhanced Visual Attention Siamese Network That Updates Template Features Online

Table 3

Results on VOT2018 on expected average overlap (EAO), accuracy (A), and robustness (R).

Trackers	Accuracy ↑	Robustness ↓	EAO ↑	Speed
Staple	0.530	0.688	0.169	13.4
SiamFC	0.503	0.585	0.188	84
DSiam	0.512	0.646	0.196	46.6
UpdateNet	0.518	0.454	0.244	10.5
CSR-DCF	0.491	0.356	0.256	12.7
C-COT	0.494	0.318	0.267	14.1
ECO	0.484	0.280	0.280	77.6
DeepSRDCF	0.489	0.293	0.293	20.5
SiamRPN	0.562	0.276	0.336	76.8
ESA-Siam	0.618	0.223	0.411	60

The values in bold highlights the algorithm with the first performance ranking, which can be seen intuitively.