# Single Object Tracking on VOT 2018 (test) Source: [Single Object Tracking on VOT 2018 (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:41:19.641Z Evaluation of Single Object Tracking performance on the test split of the VOT 2018 dataset, typically measured using metrics such as EAO, Accuracy, Robustness, and AO. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Single Object Tracking | | Dataset (including any stated split) | VOT 2018 (test) | | Metric | EAO | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 26 of 26 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [EAO](): Higher is better; unit: SCALAR. - [Accuracy](): Higher is better; unit: SCALAR. - [Robustness](): Higher is better; unit: SCALAR. - [AO](): Higher is better; unit: SCALAR. ## Recorded results | Method | EAO | Result date | Report paper | | --- | --- | --- | --- | | SiamFC++ | 0.426 | Not recorded | 68fa67561e209131cea159c5 | | SiamRPN++ | 0.414 | Not recorded | 68fa653a1e209131cea092a1 | | SiamRPN++ | 0.414 | Not recorded | 68fa67561e209131cea159c5 | | ATOM | 0.401 | Not recorded | 68fa67561e209131cea159c5 | | SiamFC++ | 0.4 | Not recorded | 68fa67561e209131cea159c5 | | LADCF | 0.389 | Not recorded | 68fa653a1e209131cea092a1 | | SiamMask-Opt | 0.387 | Not recorded | 68fa65be1e209131cea0c1d9 | | MFT | 0.385 | Not recorded | 68fa653a1e209131cea092a1 | | SiamRPN | 0.383 | Not recorded | 68fa653a1e209131cea092a1 | | SiamMask | 0.38 | Not recorded | 68fa65be1e209131cea0c1d9 | | UPDT | 0.378 | Not recorded | 68fa653a1e209131cea092a1 | | RCO | 0.376 | Not recorded | 68fa653a1e209131cea092a1 | | DRT | 0.356 | Not recorded | 68fa653a1e209131cea092a1 | | DeepSTRCF | 0.345 | Not recorded | 68fa653a1e209131cea092a1 | | STRCF | 0.345 | Not recorded | 68fa65be1e209131cea0c1d9 | | CPT | 0.339 | Not recorded | 68fa653a1e209131cea092a1 | | SA Siam R | 0.337 | Not recorded | 68fa653a1e209131cea092a1 | | SA\_Siam\_R | 0.337 | Not recorded | 68fa65be1e209131cea0c1d9 | | SiamMask-2B | 0.334 | Not recorded | 68fa65be1e209131cea0c1d9 | | DaSiamRPN | 0.326 | Not recorded | 68fa653a1e209131cea092a1 | | DaSiamRPN | 0.326 | Not recorded | 68fa65be1e209131cea0c1d9 | | DLSTpp | 0.325 | Not recorded | 68fa653a1e209131cea092a1 | | ECO | 0.28 | Not recorded | 68fa67561e209131cea159c5 | | CSRDCF | 0.263 | Not recorded | 68fa65be1e209131cea0c1d9 | | SiamRPN | 0.244 | Not recorded | 68fa65be1e209131cea0c1d9 | | SiamFC | 0.188 | Not recorded | 68fa67561e209131cea159c5 | ### SiamFC++ EAO: 0.426. Result ID: 698d2d578b517eb4331f9293. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"GoogLeNet","FPS":"90"}. This record does not assert independent reproduction. ### SiamRPN++ EAO: 0.414. Result ID: 698ca35b0b614d12cff223bd. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SiamRPN++ EAO: 0.414. Result ID: 698d2d578b517eb4331f9290. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"FPS":"35"}. This record does not assert independent reproduction. ### ATOM EAO: 0.401. Result ID: 698d2d578b517eb4331f9291. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"FPS":"30"}. This record does not assert independent reproduction. ### SiamFC++ EAO: 0.4. Result ID: 698d2d578b517eb4331f9292. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"AlexNet","FPS":"160"}. This record does not assert independent reproduction. ### LADCF EAO: 0.389. Result ID: 698ca35b0b614d12cff223bc. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SiamMask-Opt EAO: 0.387. Result ID: 698cc5ac8b517eb4331ca119. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Speed (fps)":5}. This record does not assert independent reproduction. ### MFT EAO: 0.385. Result ID: 698ca35b0b614d12cff223bb. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SiamRPN EAO: 0.383. Result ID: 698ca35b0b614d12cff223ba. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SiamMask EAO: 0.38. Result ID: 698cc5ac8b517eb4331ca11a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Speed (fps)":55}. This record does not assert independent reproduction. ### UPDT EAO: 0.378. Result ID: 698ca35b0b614d12cff223b9. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RCO EAO: 0.376. Result ID: 698ca35b0b614d12cff223b8. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DRT EAO: 0.356. Result ID: 698ca35b0b614d12cff223b7. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DeepSTRCF EAO: 0.345. Result ID: 698ca35b0b614d12cff223b6. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### STRCF EAO: 0.345. Result ID: 698cc5ac8b517eb4331ca120. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Speed (fps)":2.9}. This record does not assert independent reproduction. ### CPT EAO: 0.339. Result ID: 698ca35b0b614d12cff223b5. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SA Siam R EAO: 0.337. Result ID: 698ca35b0b614d12cff223b4. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SA\_Siam\_R EAO: 0.337. Result ID: 698cc5ac8b517eb4331ca11e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Speed (fps)":32.4}. This record does not assert independent reproduction. ### SiamMask-2B EAO: 0.334. Result ID: 698cc5ac8b517eb4331ca11b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Speed (fps)":60}. This record does not assert independent reproduction. ### DaSiamRPN EAO: 0.326. Result ID: 698ca35b0b614d12cff223b3. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DaSiamRPN EAO: 0.326. Result ID: 698cc5ac8b517eb4331ca11c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Speed (fps)":160}. This record does not assert independent reproduction. ### DLSTpp EAO: 0.325. Result ID: 698ca35b0b614d12cff223b2. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ECO EAO: 0.28. Result ID: 698d2d578b517eb4331f928f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"FPS":"8"}. This record does not assert independent reproduction. ### CSRDCF EAO: 0.263. Result ID: 698cc5ac8b517eb4331ca11f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Speed (fps)":48.9}. This record does not assert independent reproduction. ### SiamRPN EAO: 0.244. Result ID: 698cc5ac8b517eb4331ca11d. [Reporting paper]() Recorded evaluation configuration: {"Speed (fps)":200}. This record does not assert independent reproduction. ### SiamFC EAO: 0.188. Result ID: 698d2d578b517eb4331f928e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"FPS":"86"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.