Visual Object Tracking on OTB 2015 (Suc, Pre)
69.6Success Rate (Suc)SiamRPN++
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SiamRPN++unsupervised=false2022.04 | 69.6 | 92.3 | |
| SiamRPN++Unsupervised=No2026.05 | 69.6 | 92.3 | |
| Diff-TrackingUnsupervised=Yes2026.05 | 68.7 | 91.2 | |
| Diff-TrackerUnsupervised=Yes2026.05 | 66.1 | 89.8 | |
| ULAST*-onunsupervised=true, online_update=true2022.04 | 64.8 | 87.9 | |
| ULAST*-onUnsupervised=Yes, Online updating=Yes2026.05 | 64.8 | 87.9 | |
| ULAST*-offunsupervised=true, online_update=false2022.04 | 64.5 | 87.8 | |
| ULAST*-offUnsupervised=Yes, Online updating=No2026.05 | 64.5 | 87.8 | |
| LUDT+unsupervised=true, online_update=true2022.04 | 63.9 | 84.3 | |
| LUDT+Unsupervised=Yes2026.05 | 63.9 | 84.3 | |
| SiamRPNunsupervised=false2022.04 | 63.7 | 85.1 | |
| SiamRPNUnsupervised=No2026.05 | 63.7 | 85.1 | |
| USOTunsupervised=true, online_update=true2022.04 | 58.9 | 80.6 | |
| USOTUnsupervised=Yes2026.05 | 58.9 | 80.6 | |
| SiamFCunsupervised=false2022.04 | 58.2 | 77.1 | |
| SiamFCUnsupervised=No2026.05 | 58.2 | 77.1 | |
| USOT*unsupervised=true, online_update=true2022.04 | 57.4 | 77.5 | |
| USOT*Unsupervised=Yes2026.05 | 57.4 | 77.5 | |
| DSSTunsupervised=true2022.04 | 51.8 | 68.9 | |
| DSSTUnsupervised=Yes2026.05 | 51.8 | 68.9 | |
| KCFunsupervised=true2022.04 | 48.5 | 69.6 | |
| KCFUnsupervised=Yes2026.05 | 48.5 | 69.6 |