# Visual Object Tracking on LaSOT 11 (test)

Source: [Visual Object Tracking on LaSOT 11 (test)](<https://www.sota2.com/research/sota/visual-object-tracking-on-lasot-11-test>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-02-26T05:24:37.555Z

Evaluation of Visual Object Tracking performance on the specific 'LaSOT 11' test split, typically measured using AUC and Precision (P).

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) | LaSOT 11 (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](<https://www.sota2.com/research/sota/visual-object-tracking-on-lasot-11-test.md?metric=AUC>): Higher is better; unit: PERCENT.

- [Precision](<https://www.sota2.com/research/sota/visual-object-tracking-on-lasot-11-test.md?metric=Precision>): Higher is better; unit: PERCENT.

## Recorded results

| Method | AUC | Result date | Report paper |
| --- | --- | --- | --- |
| SwinTrack-B | 71.3 | Not recorded | 68fa70eb1e209131cea4e004 |
| OSTrack-384 | 71.1 | Not recorded | 68fa70eb1e209131cea4e004 |
| SimTrack-L | 70.5 | Not recorded | 68fa70eb1e209131cea4e004 |
| OSTrack-Zoom | 70.2 | Not recorded | 68fa70eb1e209131cea4e004 |
| MixFormer-L | 70.1 | Not recorded | 68fa70eb1e209131cea4e004 |
| SimTrack-B | 69.3 | Not recorded | 68fa70eb1e209131cea4e004 |
| MixFormer-22k | 69.2 | Not recorded | 68fa70eb1e209131cea4e004 |
| OSTrack-256 | 69.1 | Not recorded | 68fa70eb1e209131cea4e004 |
| TOMP-101 | 68.5 | Not recorded | 68fa70eb1e209131cea4e004 |
| SwinTrack-T | 67.2 | Not recorded | 68fa70eb1e209131cea4e004 |
| TransT-Zoom | 67.1 | Not recorded | 68fa70eb1e209131cea4e004 |
| Stark-ST101 | 67.1 | Not recorded | 68fa70eb1e209131cea4e004 |
| TransInMo\* | 65.7 | Not recorded | 68fa70eb1e209131cea4e004 |
| TransT | 64.9 | Not recorded | 68fa70eb1e209131cea4e004 |
| AutoMatch | 58.3 | Not recorded | 68fa70eb1e209131cea4e004 |
| DiMP | 56.9 | Not recorded | 68fa70eb1e209131cea4e004 |
| SiamRPN++ | 49.6 | Not recorded | 68fa70eb1e209131cea4e004 |

### SwinTrack-B

AUC: 71.3. Result ID: 69917dc13a6c314849088141.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70eb1e209131cea4e004.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ece1e209131cea42432.md>)

[Implementation](<https://github.com/LitingLin/SwinTrack>)

Recorded evaluation configuration: {"Size":"384","MACS (G)":"69.7","FPS":"45"}. This record does not assert independent reproduction.

### OSTrack-384

AUC: 71.1. Result ID: 69917dc13a6c314849088140.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70eb1e209131cea4e004.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6e441e209131cea3ed85.md>)

[Implementation](<https://github.com/botaoye/OSTrack>)

Recorded evaluation configuration: {"Size":"384","MACS (G)":"48.3","FPS":"61"}. This record does not assert independent reproduction.

### SimTrack-L

AUC: 70.5. Result ID: 69917dc13a6c314849088142.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70eb1e209131cea4e004.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6cfc1e209131cea371f9.md>)

Recorded evaluation configuration: {"Size":"224","MACS (G)":"95.4"}. This record does not assert independent reproduction.

### OSTrack-Zoom

AUC: 70.2. Result ID: 69917dc13a6c314849088133.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70eb1e209131cea4e004.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70eb1e209131cea4e004.md>)

[Implementation](<https://github.com/Kou-99/ZoomTrack>)

Recorded evaluation configuration: {"Size":"256","MACS (G)":"21.5","FPS":"100"}. This record does not assert independent reproduction.

### MixFormer-L

AUC: 70.1. Result ID: 69917dc13a6c314849088143.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70eb1e209131cea4e004.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c1e1e209131cea32572.md>)

[Implementation](<https://github.com/MCG-NJU/MixFormer>)

Recorded evaluation configuration: {"Size":"320","MACS (G)":"127.8","FPS":"18"}. This record does not assert independent reproduction.

### SimTrack-B

AUC: 69.3. Result ID: 69917dc13a6c314849088138.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70eb1e209131cea4e004.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6cfc1e209131cea371f9.md>)

Recorded evaluation configuration: {"Size":"224","MACS (G)":"25.0","FPS":"40"}. This record does not assert independent reproduction.

### MixFormer-22k

AUC: 69.2. Result ID: 69917dc13a6c314849088139.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70eb1e209131cea4e004.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c1e1e209131cea32572.md>)

[Implementation](<https://github.com/MCG-NJU/MixFormer>)

Recorded evaluation configuration: {"Size":"320","MACS (G)":"23.0","FPS":"25"}. This record does not assert independent reproduction.

### OSTrack-256

AUC: 69.1. Result ID: 69917dc13a6c314849088134.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70eb1e209131cea4e004.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6e441e209131cea3ed85.md>)

[Implementation](<https://github.com/botaoye/OSTrack>)

Recorded evaluation configuration: {"Size":"256","MACS (G)":"21.5","FPS":"119"}. This record does not assert independent reproduction.

### TOMP-101

AUC: 68.5. Result ID: 69917dc13a6c31484908813a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70eb1e209131cea4e004.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c0c1e209131cea31a7a.md>)

[Implementation](<https://github.com/visionml/pytracking>)

Recorded evaluation configuration: {"Size":"288","FPS":"20"}. This record does not assert independent reproduction.

### SwinTrack-T

AUC: 67.2. Result ID: 69917dc13a6c314849088137.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70eb1e209131cea4e004.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ece1e209131cea42432.md>)

[Implementation](<https://github.com/LitingLin/SwinTrack>)

Recorded evaluation configuration: {"Size":"224","MACS (G)":"6.4","FPS":"98"}. This record does not assert independent reproduction.

### TransT-Zoom

AUC: 67.1. Result ID: 69917dc13a6c314849088135.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70eb1e209131cea4e004.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70eb1e209131cea4e004.md>)

[Implementation](<https://github.com/Kou-99/ZoomTrack>)

Recorded evaluation configuration: {"Size":"255","MACS (G)":"19.2","FPS":"45"}. This record does not assert independent reproduction.

### Stark-ST101

AUC: 67.1. Result ID: 69917dc13a6c31484908813c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70eb1e209131cea4e004.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69ad1e209131cea23488.md>)

Recorded evaluation configuration: {"Size":"320","MACS (G)":"28.0","FPS":"32"}. This record does not assert independent reproduction.

### TransInMo\*

AUC: 65.7. Result ID: 69917dc13a6c31484908813b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70eb1e209131cea4e004.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b9d1e209131cea2f517.md>)

Recorded evaluation configuration: {"Size":"255","MACS (G)":"16.9","FPS":"34"}. This record does not assert independent reproduction.

### TransT

AUC: 64.9. Result ID: 69917dc13a6c314849088136.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70eb1e209131cea4e004.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69a11e209131cea23376.md>)

[Implementation](<https://github.com/chenxin-dlut/TransT>)

Recorded evaluation configuration: {"Size":"255","MACS (G)":"19.2","FPS":"48"}. This record does not assert independent reproduction.

### AutoMatch

AUC: 58.3. Result ID: 69917dc13a6c31484908813d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70eb1e209131cea4e004.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a791e209131cea28632.md>)

Recorded evaluation configuration: {"Size":"255","FPS":"50"}. This record does not assert independent reproduction.

### DiMP

AUC: 56.9. Result ID: 69917dc13a6c31484908813e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70eb1e209131cea4e004.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67ac1e209131cea17ae9.md>)

[Implementation](<https://github.com/visionml/pytracking>)

Recorded evaluation configuration: {"Size":"288","MACS (G)":"5.4","FPS":"40"}. This record does not assert independent reproduction.

### SiamRPN++

AUC: 49.6. Result ID: 69917dc13a6c31484908813f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70eb1e209131cea4e004.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa653a1e209131cea092a1.md>)

[Implementation](<https://lb1100.github.io/SiamRPN++>)

Recorded evaluation configuration: {"Size":"255","MACS (G)":"7.8","FPS":"35"}. This record does not assert independent reproduction.

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