# Visual Object Tracking on VOT 2018 (AUC)

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

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

Data updated: 2026-02-26T05:24:25.960Z

Evaluation of Visual Object Tracking performance on the VOT 2018 dataset, reporting the Area Under Curve (AUC) 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 | AUC |
| 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

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

## Recorded results

| Method | AUC | Result date | Report paper |
| --- | --- | --- | --- |
| ATOM | 0.52 | Not recorded | 68fa68691e209131cea1bf54 |
| AAA | 0.52 | Not recorded | 68fa68691e209131cea1bf54 |
| SiamRPN++ | 0.5 | Not recorded | 68fa68691e209131cea1bf54 |
| SPM | 0.48 | Not recorded | 68fa68691e209131cea1bf54 |
| Random | 0.48 | Not recorded | 68fa68691e209131cea1bf54 |
| THOR | 0.47 | Not recorded | 68fa68691e209131cea1bf54 |
| Max | 0.46 | Not recorded | 68fa68691e209131cea1bf54 |
| SiamMCF | 0.45 | Not recorded | 68fa68691e209131cea1bf54 |
| DaSiamRPN | 0.43 | Not recorded | 68fa68691e209131cea1bf54 |
| MCCT | 0.4 | Not recorded | 68fa68691e209131cea1bf54 |

### ATOM

AUC: 0.52. Result ID: 698d6d7a8b517eb433216bfa.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa65a41e209131cea0b8a9.md>)

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

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

### AAA

AUC: 0.52. Result ID: 698d6d7a8b517eb433216c03.

[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: {"Group":"High"}. This record does not assert independent reproduction.

### SiamRPN++

AUC: 0.5. Result ID: 698d6d7a8b517eb433216bfd.

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

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

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

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

### SPM

AUC: 0.48. Result ID: 698d6d7a8b517eb433216bfe.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa65a31e209131cea0b791.md>)

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

### Random

AUC: 0.48. Result ID: 698d6d7a8b517eb433216c01.

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

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

### THOR

AUC: 0.47. Result ID: 698d6d7a8b517eb433216bff.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa661b1e209131cea0e567.md>)

[Implementation](<https://github.com/xl-sr/THOR>)

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

### Max

AUC: 0.46. Result ID: 698d6d7a8b517eb433216c02.

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

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

### SiamMCF

AUC: 0.45. Result ID: 698d6d7a8b517eb433216bfc.

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

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

### DaSiamRPN

AUC: 0.43. Result ID: 698d6d7a8b517eb433216bfb.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa64b71e209131cea06000.md>)

[Implementation](<https://github.com/foolwood/DaSiamRPN>)

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

### MCCT

AUC: 0.4. Result ID: 698d6d7a8b517eb433216c00.

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

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

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