# Visual Object Tracking on LaSOText 1.0 (test) Source: [Visual Object Tracking on LaSOText 1.0 (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:24:45.971Z Evaluation of Visual Object Tracking performance on the test split of the LaSOText 1.0 dataset, measured using AUC, Pnorm, and P metrics. 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 | Visual Object Tracking | | Dataset (including any stated split) | LaSOText 1.0 (test) | | Metric | AUC | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 17 of 17 | | 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 - [AUC](): Higher is better; unit: PERCENT. - [Pnorm](): Higher is better; unit: PERCENT. - [P](): Higher is better; unit: PERCENT. ## Recorded results | Method | AUC | Result date | Report paper | | --- | --- | --- | --- | | SAMURAI-L | 61 | Not recorded | 68fa76021e209131cea6ae49 | | SAMURAI-S | 58 | Not recorded | 68fa76021e209131cea6ae49 | | SAMURAI-B | 57.5 | Not recorded | 68fa76021e209131cea6ae49 | | SAMURAI-T | 55.1 | Not recorded | 68fa76021e209131cea6ae49 | | ODTrack-L | 53.9 | Not recorded | 68fa76021e209131cea6ae49 | | EVPTrack-B | 53.7 | Not recorded | 68fa76021e209131cea6ae49 | | HIPTrack-B | 53 | Not recorded | 68fa76021e209131cea6ae49 | | LORAT-L | 52.8 | Not recorded | 68fa76021e209131cea6ae49 | | AQATrack-L | 52.7 | Not recorded | 68fa76021e209131cea6ae49 | | ODTrack-B | 52.4 | Not recorded | 68fa76021e209131cea6ae49 | | AQATrack-B | 51.2 | Not recorded | 68fa76021e209131cea6ae49 | | OSTrack | 50.5 | Not recorded | 68fa76021e209131cea6ae49 | | SeqTrack-B | 50.5 | Not recorded | 68fa76021e209131cea6ae49 | | LORAT-B | 50.3 | Not recorded | 68fa76021e209131cea6ae49 | | ARTrack-B | 48.4 | Not recorded | 68fa76021e209131cea6ae49 | | ROMTrack-B | 47.2 | Not recorded | 68fa76021e209131cea6ae49 | | SiamRPN++ | 34 | Not recorded | 68fa76021e209131cea6ae49 | ### SAMURAI-L AUC: 61. Result ID: 69940a223a6c3148491a9c00. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"Large","Protocol":"Zero-shot"}. This record does not assert independent reproduction. ### SAMURAI-S AUC: 58. Result ID: 69940a223a6c3148491a9bfe. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"Small","Protocol":"Zero-shot"}. This record does not assert independent reproduction. ### SAMURAI-B AUC: 57.5. Result ID: 69940a223a6c3148491a9bff. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"Base","Protocol":"Zero-shot"}. This record does not assert independent reproduction. ### SAMURAI-T AUC: 55.1. Result ID: 69940a223a6c3148491a9bfd. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"Tiny","Protocol":"Zero-shot"}. This record does not assert independent reproduction. ### ODTrack-L AUC: 53.9. Result ID: 69940a223a6c3148491a9bf7. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"Large","Search Region":"384","Protocol":"Supervised"}. This record does not assert independent reproduction. ### EVPTrack-B AUC: 53.7. Result ID: 69940a223a6c3148491a9bf5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Base","Search Region":"384","Protocol":"Supervised"}. This record does not assert independent reproduction. ### HIPTrack-B AUC: 53. Result ID: 69940a223a6c3148491a9bf8. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"Base","Search Region":"384","Protocol":"Supervised"}. This record does not assert independent reproduction. ### LORAT-L AUC: 52.8. Result ID: 69940a223a6c3148491a9bfc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Large","Search Region":"224","Protocol":"Supervised"}. This record does not assert independent reproduction. ### AQATrack-L AUC: 52.7. Result ID: 69940a223a6c3148491a9bfa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Large","Search Region":"384","Protocol":"Supervised"}. This record does not assert independent reproduction. ### ODTrack-B AUC: 52.4. Result ID: 69940a223a6c3148491a9bf6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"Base","Search Region":"384","Protocol":"Supervised"}. This record does not assert independent reproduction. ### AQATrack-B AUC: 51.2. Result ID: 69940a223a6c3148491a9bf9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Base","Search Region":"256","Protocol":"Supervised"}. This record does not assert independent reproduction. ### OSTrack AUC: 50.5. Result ID: 69940a223a6c3148491a9bf1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Search Region":"384","Protocol":"Supervised"}. This record does not assert independent reproduction. ### SeqTrack-B AUC: 50.5. Result ID: 69940a223a6c3148491a9bf3. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Base","Search Region":"384","Protocol":"Supervised"}. This record does not assert independent reproduction. ### LORAT-B AUC: 50.3. Result ID: 69940a223a6c3148491a9bfb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Base","Search Region":"224","Protocol":"Supervised"}. This record does not assert independent reproduction. ### ARTrack-B AUC: 48.4. Result ID: 69940a223a6c3148491a9bf2. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Base","Search Region":"256","Protocol":"Supervised"}. This record does not assert independent reproduction. ### ROMTrack-B AUC: 47.2. Result ID: 69940a223a6c3148491a9bf4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Base","Search Region":"256","Protocol":"Supervised"}. This record does not assert independent reproduction. ### SiamRPN++ AUC: 34. Result ID: 69940a223a6c3148491a9bf0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Protocol":"Supervised"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.