From: Multi-layer features template update object tracking algorithm based on SiamFC++
VOT2016 | Vot2018 | |||||
---|---|---|---|---|---|---|
A | R | EAO | A | R | EAO | |
SiamFC[7] | 0.532 | 0.461 | 0.235 | 0.503 | 0.585 | 0.188 |
SiamRPN[8] | 0.560 | 0.260 | 0.344 | 0.490 | 0.460 | 0.244 |
ECO[26] | 0.550 | 0.200 | 0.375 | 0.480 | 0.270 | 0.280 |
ROAM[27] | 0.441 | 0.599 | 0.174 | 0.380 | 0.543 | 0.195 |
LK-Siam[28] | 0289 | 0.531 | 0.350 | 0.214 | 0.533 | 0.543 |
MFST[29] | – | – | – | 0.200 | 0.497 | 0.428 |
SiamFC++(AlexNet)[12] | 0.584 | 0.342 | 0.308 | 0.556 | 0.183 | 0.400 |
SiamFC++(GoogLeNet)[12] | – | – | – | 0.587 | 0.183 | 0.426 |
OURS | 0.615 | 0.270 | 0.346 | 0.578 | 0.383 | 0.271 |