# Visual Object Tracking on GOT-10k 16 (test)

Source: [Visual Object Tracking on GOT-10k 16 (test)](<https://www.sota2.com/research/sota/visual-object-tracking-on-got-10k-16-test>)

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

Data updated: 2026-02-26T05:22:35.508Z

Evaluation of Visual Object Tracking performance on the test split of the GOT-10k dataset version 16, typically measured using metrics like AO and Success Rate (SR) at IoU thresholds of 0.5 and 0.75.

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) | GOT-10k 16 (test) |
| Metric | AO |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 14 of 14 |
| 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

- [AO](<https://www.sota2.com/research/sota/visual-object-tracking-on-got-10k-16-test.md?metric=AO>): Higher is better; unit: PERCENT.

- [SR (IoU=0.5)](<https://www.sota2.com/research/sota/visual-object-tracking-on-got-10k-16-test.md?metric=SR%20(IoU%3D0.5)>): Higher is better; unit: PERCENT.

- [SR (IoU=0.75)](<https://www.sota2.com/research/sota/visual-object-tracking-on-got-10k-16-test.md?metric=SR%20(IoU%3D0.75)>): Higher is better; unit: PERCENT.

## Recorded results

| Method | AO | Result date | Report paper |
| --- | --- | --- | --- |
| OSTrack-384 | 73.7 | Not recorded | 68fa70eb1e209131cea4e004 |
| OSTrack-Zoom | 73.5 | Not recorded | 68fa70eb1e209131cea4e004 |
| SwinTrack-B | 72.4 | Not recorded | 68fa70eb1e209131cea4e004 |
| SwinTrack-T | 71.3 | Not recorded | 68fa70eb1e209131cea4e004 |
| OSTrack-256 | 71 | Not recorded | 68fa70eb1e209131cea4e004 |
| MixFormer-22k | 70.7 | Not recorded | 68fa70eb1e209131cea4e004 |
| SimTrack-L | 69.8 | Not recorded | 68fa70eb1e209131cea4e004 |
| Stark-ST101 | 68.8 | Not recorded | 68fa70eb1e209131cea4e004 |
| SimTrack-B | 68.6 | Not recorded | 68fa70eb1e209131cea4e004 |
| TransT-Zoom | 67.5 | Not recorded | 68fa70eb1e209131cea4e004 |
| TransT | 67.1 | Not recorded | 68fa70eb1e209131cea4e004 |
| AutoMatch | 65.2 | Not recorded | 68fa70eb1e209131cea4e004 |
| DiMP | 61.1 | Not recorded | 68fa70eb1e209131cea4e004 |
| SiamRPN++ | 51.7 | Not recorded | 68fa70eb1e209131cea4e004 |

### OSTrack-384

AO: 73.7. Result ID: 69917dc13a6c314849088130.

[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.

### OSTrack-Zoom

AO: 73.5. Result ID: 69917dc13a6c314849088125.

[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.

### SwinTrack-B

AO: 72.4. Result ID: 69917dc13a6c314849088131.

[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.

### SwinTrack-T

AO: 71.3. Result ID: 69917dc13a6c314849088129.

[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.

### OSTrack-256

AO: 71. Result ID: 69917dc13a6c314849088126.

[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.

### MixFormer-22k

AO: 70.7. Result ID: 69917dc13a6c31484908812b.

[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.

### SimTrack-L

AO: 69.8. Result ID: 69917dc13a6c314849088132.

[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.

### Stark-ST101

AO: 68.8. Result ID: 69917dc13a6c31484908812c.

[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.

### SimTrack-B

AO: 68.6. Result ID: 69917dc13a6c31484908812a.

[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.

### TransT-Zoom

AO: 67.5. Result ID: 69917dc13a6c314849088127.

[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.

### TransT

AO: 67.1. Result ID: 69917dc13a6c314849088128.

[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

AO: 65.2. Result ID: 69917dc13a6c31484908812d.

[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

AO: 61.1. Result ID: 69917dc13a6c31484908812e.

[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++

AO: 51.7. Result ID: 69917dc13a6c31484908812f.

[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.

Page 1 of 1. This is an index page, not the full collection.
