# Visual Object Tracking on VOT 2018 (ALC)

Source: [Visual Object Tracking on VOT 2018 (ALC)](<https://www.sota2.com/research/sota/visual-object-tracking-on-vot-2018-alc>)

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

Data updated: 2026-02-26T05:22:29.790Z

Evaluation of Visual Object Tracking performance on the VOT 2018 dataset, specifically reporting the ALC metric.

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) | VOT 2018 |
| Metric | ALC |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 10 of 10 |
| 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

- [ALC](<https://www.sota2.com/research/sota/visual-object-tracking-on-vot-2018-alc.md?metric=ALC>): Higher is better; unit: SCALAR.

## Recorded results

| Method | ALC | Result date | Report paper |
| --- | --- | --- | --- |
| SiamRPN | 0.48 | Not recorded | 68fa68691e209131cea1bf54 |
| AAA | 0.45 | Not recorded | 68fa68691e209131cea1bf54 |
| GradNet | 0.4 | Not recorded | 68fa68691e209131cea1bf54 |
| MemTrack | 0.39 | Not recorded | 68fa68691e209131cea1bf54 |
| Random | 0.38 | Not recorded | 68fa68691e209131cea1bf54 |
| Max | 0.38 | Not recorded | 68fa68691e209131cea1bf54 |
| SiamDW | 0.37 | Not recorded | 68fa68691e209131cea1bf54 |
| SiamFC | 0.33 | Not recorded | 68fa68691e209131cea1bf54 |
| MCCT | 0.32 | Not recorded | 68fa68691e209131cea1bf54 |
| Staple | 0.3 | Not recorded | 68fa68691e209131cea1bf54 |

### SiamRPN

ALC: 0.48. Result ID: 698d6d7a8b517eb433216c3f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa68691e209131cea1bf54.md>)

Recorded evaluation configuration: {"Expert Group":"Low Group"}. This record does not assert independent reproduction.

### AAA

ALC: 0.45. Result ID: 698d6d7a8b517eb433216c44.

[Reporting paper](<https://www.sota2.com/research/paper/68fa68691e209131cea1bf54.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68691e209131cea1bf54.md>)

[Implementation](<https://github.com/songheony/AAA-journal>)

Recorded evaluation configuration: {"Expert Group":"Low Group"}. This record does not assert independent reproduction.

### GradNet

ALC: 0.4. Result ID: 698d6d7a8b517eb433216c3b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa68691e209131cea1bf54.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66601e209131cea0fef3.md>)

[Implementation](<https://github.com/LPXTT/GradNet-Pytorch>)

Recorded evaluation configuration: {"Expert Group":"Low Group"}. This record does not assert independent reproduction.

### MemTrack

ALC: 0.39. Result ID: 698d6d7a8b517eb433216c3c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa68691e209131cea1bf54.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64c71e209131cea06847.md>)

Recorded evaluation configuration: {"Expert Group":"Low Group"}. This record does not assert independent reproduction.

### Random

ALC: 0.38. Result ID: 698d6d7a8b517eb433216c42.

[Reporting paper](<https://www.sota2.com/research/paper/68fa68691e209131cea1bf54.md>)

Recorded evaluation configuration: {"Expert Group":"Low Group"}. This record does not assert independent reproduction.

### Max

ALC: 0.38. Result ID: 698d6d7a8b517eb433216c43.

[Reporting paper](<https://www.sota2.com/research/paper/68fa68691e209131cea1bf54.md>)

Recorded evaluation configuration: {"Expert Group":"Low Group"}. This record does not assert independent reproduction.

### SiamDW

ALC: 0.37. Result ID: 698d6d7a8b517eb433216c3d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa68691e209131cea1bf54.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65891e209131cea0ae9f.md>)

[Implementation](<https://github.com/researchmm/SiamDW>)

Recorded evaluation configuration: {"Expert Group":"Low Group"}. This record does not assert independent reproduction.

### SiamFC

ALC: 0.33. Result ID: 698d6d7a8b517eb433216c3e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa68691e209131cea1bf54.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b611e209131cea2de0a.md>)

[Implementation](<http://www.robots.ox.ac.uk/~luca/siamese-fc.html>)

Recorded evaluation configuration: {"Expert Group":"Low Group"}. This record does not assert independent reproduction.

### MCCT

ALC: 0.32. Result ID: 698d6d7a8b517eb433216c41.

[Reporting paper](<https://www.sota2.com/research/paper/68fa68691e209131cea1bf54.md>)

Recorded evaluation configuration: {"Expert Group":"Low Group"}. This record does not assert independent reproduction.

### Staple

ALC: 0.3. Result ID: 698d6d7a8b517eb433216c40.

[Reporting paper](<https://www.sota2.com/research/paper/68fa68691e209131cea1bf54.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa62691e209131ce9f938a.md>)

Recorded evaluation configuration: {"Expert Group":"Low Group"}. This record does not assert independent reproduction.

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