# Visual Object Tracking on TNL2K 30 (test)

Source: [Visual Object Tracking on TNL2K 30 (test)](<https://www.sota2.com/research/sota/visual-object-tracking-on-tnl2k-30-test>)

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

Data updated: 2026-02-26T05:24:37.595Z

Evaluation of Visual Object Tracking performance on the TNL2K 30 test set, typically reporting AUC and Precision (P) scores.

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) | TNL2K 30 (test) |
| Metric | AUC |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 13 of 13 |
| 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-tnl2k-30-test.md?metric=AUC>): Higher is better; unit: PERCENT.

- [Precision](<https://www.sota2.com/research/sota/visual-object-tracking-on-tnl2k-30-test.md?metric=Precision>): Higher is better; unit: PERCENT.

## Recorded results

| Method | AUC | Result date | Report paper |
| --- | --- | --- | --- |
| OSTrack-Zoom | 56.5 | Not recorded | 68fa70eb1e209131cea4e004 |
| OSTrack-384 | 55.9 | Not recorded | 68fa70eb1e209131cea4e004 |
| SwinTrack-B | 55.9 | Not recorded | 68fa70eb1e209131cea4e004 |
| SimTrack-L | 55.6 | Not recorded | 68fa70eb1e209131cea4e004 |
| SimTrack-B | 54.8 | Not recorded | 68fa70eb1e209131cea4e004 |
| OSTrack-256 | 54.3 | Not recorded | 68fa70eb1e209131cea4e004 |
| TransT-Zoom | 53.7 | Not recorded | 68fa70eb1e209131cea4e004 |
| SwinTrack-T | 53 | Not recorded | 68fa70eb1e209131cea4e004 |
| TransInMo\* | 52 | Not recorded | 68fa70eb1e209131cea4e004 |
| TransT | 50.7 | Not recorded | 68fa70eb1e209131cea4e004 |
| AutoMatch | 47.2 | Not recorded | 68fa70eb1e209131cea4e004 |
| DiMP | 44.7 | Not recorded | 68fa70eb1e209131cea4e004 |
| SiamRPN++ | 41.3 | Not recorded | 68fa70eb1e209131cea4e004 |

### OSTrack-Zoom

AUC: 56.5. Result ID: 69917dc13a6c31484908814f.

[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.

### OSTrack-384

AUC: 55.9. Result ID: 69917dc13a6c314849088159.

[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.

### SwinTrack-B

AUC: 55.9. Result ID: 69917dc13a6c31484908815a.

[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.

### SimTrack-L

AUC: 55.6. Result ID: 69917dc13a6c31484908815b.

[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.

### SimTrack-B

AUC: 54.8. Result ID: 69917dc13a6c314849088154.

[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.

### OSTrack-256

AUC: 54.3. Result ID: 69917dc13a6c314849088150.

[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.

### TransT-Zoom

AUC: 53.7. Result ID: 69917dc13a6c314849088151.

[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.

### SwinTrack-T

AUC: 53. Result ID: 69917dc13a6c314849088153.

[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.

### TransInMo\*

AUC: 52. Result ID: 69917dc13a6c314849088155.

[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: 50.7. Result ID: 69917dc13a6c314849088152.

[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: 47.2. Result ID: 69917dc13a6c314849088156.

[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: 44.7. Result ID: 69917dc13a6c314849088157.

[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: 41.3. Result ID: 69917dc13a6c314849088158.

[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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