Visual Object Tracking on VOT 2018
0.44EAODiMP-50
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DiMP-502019.11 | 0.44 | 59.7 | 0.153 | — | |
| DiMPUnsupervised Training=false2022.04 | 0.44 | 59.7 | 0.153 | — | |
| DiMPUnsupervised=No, Online Updating=No2026.05 | 0.44 | 59.7 | 0.153 | — | |
| THOR2019.11 | 0.416 | 58.2 | 0.234 | 0.498 | |
| SiamRPN++2019.11 | 0.414 | 60 | 0.234 | 0.421 | |
| SiamRPN++Unsupervised Training=false2022.04 | 0.414 | 60 | 0.234 | — | |
| SiamRPN++Unsupervised=No, Online Updating=No2026.05 | 0.414 | 60 | 0.234 | — | |
| Siam R-CNNvariant=short-term2019.11 | 0.408 | 60.9 | 0.22 | 0.462 | |
| ATOM2019.11 | 0.401 | 59 | 0.204 | — | |
| ATOMUnsupervised Training=false2022.04 | 0.401 | 59 | 0.204 | — | |
| ATOMUnsupervised=No, Online Updating=No2026.05 | 0.401 | 59 | 0.204 | — | |
| LADCF2019.11 | 0.389 | 50.3 | 0.159 | 0.454 | |
| Diff-TrackingUnsupervised=Yes, Online Updating=Yes2026.05 | 0.384 | 59.4 | 0.259 | — | |
| Diff-TrackerUnsupervised=Yes, Online Updating=No2026.05 | 0.365 | 58 | 0.273 | — | |
| ULAST*-onUnsupervised Training=true, Update Mode=Online2022.04 | 0.355 | 57.1 | 0.286 | — | |
| ULAST-onUnsupervised=Yes, Online Updating=Yes2026.05 | 0.355 | 57.1 | 0.286 | — | |
| ULAST*-offUnsupervised Training=true, Update Mode=Offline2022.04 | 0.347 | 56.9 | 0.304 | — | |
| ULASTUnsupervised=Yes, Online Updating=No2026.05 | 0.347 | 56.9 | 0.304 | — | |
| USOT*Unsupervised Training=true, Update Mode=Online2022.04 | 0.344 | 57.8 | 0.304 | — | |
| USOT-onUnsupervised=Yes, Online Updating=Yes2026.05 | 0.344 | 57.8 | 0.304 | — | |
| DaSiamRPNUnsupervised Training=false2022.04 | 0.326 | 56 | 0.34 | — | |
| DaSiamRPNUnsupervised=No, Online Updating=No2026.05 | 0.326 | 56 | 0.34 | — | |
| AUDI-TUnsupervised=Yes, Online Updating=No2026.05 | 0.298 | 55.7 | 0.423 | — | |
| USOTUnsupervised Training=true2022.04 | 0.29 | 56.4 | 0.435 | — | |
| USOTUnsupervised=Yes, Online Updating=No2026.05 | 0.29 | 56.4 | 0.435 | — | |
| ECOUnsupervised Training=true2022.04 | 0.28 | 27 | 0.48 | — | |
| ECOUnsupervised=Yes, Online Updating=No2026.05 | 0.28 | 27 | 0.48 | — | |
| LUDT+Unsupervised Training=true2022.04 | 0.23 | 49 | 0.412 | — | |
| LUDT+Unsupervised=Yes, Online Updating=No2026.05 | 0.23 | 49 | 0.412 | — | |
| SiamFCUnsupervised Training=false2022.04 | 0.188 | 50.3 | 0.585 | — | |
| SiamFCUnsupervised=No, Online Updating=No2026.05 | 0.188 | 50.3 | 0.585 | — | |
| S2SiamFCUnsupervised Training=true2022.04 | 0.18 | 46.3 | 0.782 | — | |
| S2SiamFCUnsupervised=Yes, Online Updating=No2026.05 | 0.18 | 46.3 | 0.782 | — | |
| Siam R-CNNvariant=standard2019.11 | 0.14 | 62.4 | 1.039 | 0.476 | |
| KCFUnsupervised Training=true2022.04 | 0.135 | 44.7 | 0.773 | — | |
| KCFUnsupervised=Yes, Online Updating=No2026.05 | 0.135 | 44.7 | 0.773 | — |