算法 | 成功率 | 精确度 |
---|---|---|
SAMF | 0.553 | 0.751 |
DSST | 0.513 | 0.680 |
KCF | 0.477 | 0.696 |
HCF | 0.562 | 0.837 |
CNN-SVM | 0.554 | 0.814 |
SRDCF | 0.598 | 0.789 |
DeepSRDCF | 0.635 | 0.851 |
SiamFC-3s | 0.582 | 0.771 |
Staple | 0.578 | 0.784 |
C-COT | 0.673 | 0.903 |
HDT | 0.564 | 0.848 |
fDSST | 0.517 | 0.686 |
BACF | 0.621 | 0.822 |
CACF | 0.598 | 0.809 |
ECO-HC | 0.643 | 0.856 |
CFNet | 0.587 | 0.778 |
DeepSTRCF | 0.675 | 0.880 |
MCCT-H | 0.636 | 0.848 |
SiamRPN | 0.629 | 0.847 |
DaSiamRPN | 0.644 | 0.857 |
SiamDWfc/SiamDW | 0.627 | 0.828 |
ATOM | 0.662 | 0.876 |
DiMP-18 | 0.658 | 0.856 |
GRadNet | 0.639 | 0.861 |
PrDiMP-18 | 0.681 | 0.874 |
MEEM | 0.529 | 0.778 |
LCT | 0.561 | 0.762 |
DCFNet | 0.624 | 0.816 |
ECO | 0.691 | 0.910 |
【实验数据】MSG实验室OTB2015实验参考
于 2022-10-25 17:36:14 首次发布