Object Tracking on OTB 2015 (test)
0.7AUCAAA
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| AAAGroup=High2020.09 | 0.7 | 0.91 | — | |
| SiamRPN++Supervision=Supervised2021.07 | 0.696 | — | — | |
| SiamRPN++Supervision=Supervised2021.07 | 0.696 | — | — | |
| SiamRPN++Group=Mix2020.09 | 0.69 | 0.9 | — | |
| SiamRPN++Group=High2020.09 | 0.69 | 0.9 | — | |
| AAAGroup=Mix2020.09 | 0.68 | 0.89 | — | |
| MaxGroup=High2020.09 | 0.68 | 0.89 | — | |
| ATOMGroup=Mix2020.09 | 0.67 | 0.87 | — | |
| SPMGroup=Mix2020.09 | 0.67 | 0.87 | — | |
| ATOMGroup=High2020.09 | 0.67 | 0.87 | — | |
| SPMGroup=High2020.09 | 0.67 | 0.87 | — | |
| SiamDWExpert Group=Low Group2020.09 | 0.67 | 0.91 | — | |
| RARSpeed (FPS)=372019.08 | 0.664 | 0.873 | — | |
| SiamRPNSupervision=Supervised2021.07 | 0.662 | — | — | |
| RandomGroup=High2020.09 | 0.66 | 0.87 | — | |
| AAAExpert Group=Low Group2020.09 | 0.66 | 0.87 | — | |
| DaSiamRPNSpeed (FPS)=972019.08 | 0.658 | 0.881 | — | |
| SA_SiamSpeed (FPS)=502019.08 | 0.656 | 0.864 | — | |
| MaxGroup=Mix2020.09 | 0.65 | 0.84 | — | |
| DaSiamRPNGroup=High2020.09 | 0.65 | 0.88 | — | |
| SiamMCFGroup=High2020.09 | 0.65 | 0.85 | — | |
| RandomGroup=Mix2020.09 | 0.64 | 0.84 | — | |
| THORGroup=High2020.09 | 0.64 | 0.85 | — | |
| MCCTGroup=High2020.09 | 0.64 | 0.83 | — | |
| LUDT+Supervision=Unsupervised, additional mechanism=online template update2021.07 | 0.639 | — | — | |
| LUDT+Supervision=Unsupervised2021.07 | 0.639 | — | — | |
| SiamRPNSpeed (FPS)=712019.08 | 0.637 | 0.851 | — | |
| SiamRPNSupervision=Supervised2021.07 | 0.637 | — | — | |
| EDCFSpeed (FPS)=652019.08 | 0.635 | 0.836 | — | |
| SiamMaskSupervision=Supervised2021.07 | 0.632 | — | — | |
| UDT+Supervision=Unsupervised, additional mechanism=online template update2021.07 | 0.632 | — | — | |
| UDT+Supervision=Unsupervised2021.07 | 0.632 | — | — | |
| MemTrackGroup=Mix2020.09 | 0.63 | 0.82 | — | |
| GradNetExpert Group=Low Group2020.09 | 0.63 | 0.85 | — | |
| MemTrackExpert Group=Low Group2020.09 | 0.63 | 0.82 | — | |
| SiamRPNExpert Group=Low Group2020.09 | 0.63 | 0.83 | — | |
| MaxExpert Group=Low Group2020.09 | 0.63 | 0.83 | — | |
| RandomExpert Group=Low Group2020.09 | 0.62 | 0.83 | — | |
| UniTrackPre-training=ImageNet, Tracking Head=DCF2021.07 | 0.618 | — | — | |
| UniTrackBackbone=ResNet-18, Pre-training=ImageNet, Tracking Head=DCF2021.07 | 0.618 | — | — | |
| UniTrackPre-training=VFS, Tracking Head=DCF2021.07 | 0.603 | — | — | |
| UniTrackBackbone=ResNet-18, Pre-training=VFS, Tracking Head=DCF2021.07 | 0.603 | — | — | |
| TRACASpeed (FPS)=652019.08 | 0.602 | 0.816 | — | |
| LUDTSupervision=Unsupervised2021.07 | 0.602 | — | — | |
| LUDTSupervision=Unsupervised2021.07 | 0.602 | — | — | |
| StapleGroup=Mix2020.09 | 0.6 | 0.79 | — | |
| MCCTGroup=Mix2020.09 | 0.6 | 0.78 | — | |
| StapleExpert Group=Low Group2020.09 | 0.6 | 0.79 | — | |
| CACFSpeed (FPS)=332019.08 | 0.598 | 0.81 | — | |
| UDTSupervision=Unsupervised2021.07 | 0.594 | — | — | |
| UDTSupervision=Unsupervised2021.07 | 0.594 | — | — | |
| SiamTriSpeed (FPS)=852019.08 | 0.59 | 0.781 | — | |
| SiamFCGroup=Mix2020.09 | 0.59 | 0.78 | — | |
| SiamFCExpert Group=Low Group2020.09 | 0.59 | 0.78 | — | |
| MCCTExpert Group=Low Group2020.09 | 0.59 | 0.79 | — | |
| SiamFCSupervision=Supervised2021.07 | 0.582 | — | — | |
| SiamFCSupervision=Supervised2021.07 | 0.582 | — | — | |
| SiamMaskSupervision=Supervised2021.07 | 0.582 | — | — | |
| SiamFCSpeed (FPS)=862019.08 | 0.578 | 0.767 | — | |
| CFNetSpeed (FPS)=732019.08 | 0.568 | 0.767 | — | |
| HCFSpeed (FPS)=262019.08 | 0.562 | 0.837 | — | |
| UniTrackPre-training=ImageNet, Tracking Head=XCorr2021.07 | 0.555 | — | — | |
| UniTrackBackbone=ResNet-18, Pre-training=ImageNet, Tracking Head=XCorr2021.07 | 0.555 | — | — | |
| ATOMFPS=302019.11 | — | — | 66.9 | |
| ECOFPS=82019.11 | — | — | 70 | |
| HDT*Group=Mix2020.09 | — | 0.78 | — | |
| HDT*Group=High2020.09 | — | 0.83 | — | |
| HDT*Expert Group=Low Group2020.09 | — | 0.75 | — | |
| MDNetFPS=12019.11 | — | — | 67.8 | |
| SiamFCFPS=862019.11 | — | — | 58.2 | |
| SiamFC++Backbone=AlexNet, FPS=1602019.11 | — | — | 65.6 | |
| SiamFC++Backbone=GoogLeNet, FPS=902019.11 | — | — | 68.3 | |
| SiamRPN++FPS=352019.11 | — | — | 69.6 |