# Short-Term Tracking on VOT 2017 2018

Source: [Short-Term Tracking on VOT 2017 2018](<https://www.sota2.com/research/sota/short-term-tracking-on-vot-2017-2018>)

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

Data updated: 2026-02-26T05:41:19.655Z

Evaluation of Short-Term Tracking performance on the combined VOT 2017 and VOT 2018 datasets, typically measured using EAO.

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 | Short-Term Tracking |
| Dataset (including any stated split) | VOT 2017 2018 |
| Metric | EAO |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 19 of 19 |
| 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

- [EAO](<https://www.sota2.com/research/sota/short-term-tracking-on-vot-2017-2018.md?metric=EAO>): Higher is better; unit: PERCENT.

## Recorded results

| Method | EAO | Result date | Report paper |
| --- | --- | --- | --- |
| DiMP | 44 | Not recorded | 68fa67561e209131cea159cb |
| SiamRPN++ | 41.4 | Not recorded | 68fa67561e209131cea159cb |
| Siam R-CNN | 40.8 | Not recorded | 68fa67561e209131cea159cb |
| ATOM | 40.1 | Not recorded | 68fa67561e209131cea159cb |
| SiamMask | 38.7 | Not recorded | 68fa67561e209131cea159cb |
| UPDT | 37.8 | Not recorded | 68fa67561e209131cea159cb |
| SPM | 33.8 | Not recorded | 68fa67561e209131cea159cb |
| ASRCF | 32.8 | Not recorded | 68fa67561e209131cea159cb |
| DaSiamRPN | 32.6 | Not recorded | 68fa67561e209131cea159cb |
| LSART | 32.3 | Not recorded | 68fa67561e209131cea159cb |
| RPCF | 31.6 | Not recorded | 68fa67561e209131cea159cb |
| SiamDW | 30.1 | Not recorded | 68fa67561e209131cea159cb |
| C-RPN | 28.9 | Not recorded | 68fa67561e209131cea159cb |
| RASNet | 28.1 | Not recorded | 68fa67561e209131cea159cb |
| GCT | 27.4 | Not recorded | 68fa67561e209131cea159cb |
| fdKCF | 26.5 | Not recorded | 68fa67561e209131cea159cb |
| GradNet | 24.7 | Not recorded | 68fa67561e209131cea159cb |
| SA-Siam | 23.6 | Not recorded | 68fa67561e209131cea159cb |
| SiamFC-tri | 21.3 | Not recorded | 68fa67561e209131cea159cb |

### DiMP

EAO: 44. Result ID: 698d2e0d8b517eb4331f9768.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67561e209131cea159cb.md>)

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

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

Recorded evaluation configuration: {"Conference/Year":"ICCV 2019"}. This record does not assert independent reproduction.

### SiamRPN++

EAO: 41.4. Result ID: 698d2e0d8b517eb4331f976b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67561e209131cea159cb.md>)

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

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

Recorded evaluation configuration: {"Conference/Year":"CVPR 2019"}. This record does not assert independent reproduction.

### Siam R-CNN

EAO: 40.8. Result ID: 698d2e0d8b517eb4331f9767.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67561e209131cea159cb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67561e209131cea159cb.md>)

[Implementation](<https://www.sota2.com/www.vision.rwth-aachen.de/page/siamrcnn>)

Recorded evaluation configuration: {"Conference/Year":"Ours","Tracking Parameters":"short-term"}. This record does not assert independent reproduction.

### ATOM

EAO: 40.1. Result ID: 698d2e0d8b517eb4331f976c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67561e209131cea159cb.md>)

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

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

Recorded evaluation configuration: {"Conference/Year":"CVPR 2019"}. This record does not assert independent reproduction.

### SiamMask

EAO: 38.7. Result ID: 698d2e0d8b517eb4331f976f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67561e209131cea159cb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65be1e209131cea0c1d9.md>)

[Implementation](<http://www.robots.ox.ac.uk/~qwang/SiamMask>)

Recorded evaluation configuration: {"Conference/Year":"CVPR 2019"}. This record does not assert independent reproduction.

### UPDT

EAO: 37.8. Result ID: 698d2e0d8b517eb4331f9774.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67561e209131cea159cb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa643f1e209131cea036df.md>)

Recorded evaluation configuration: {"Conference/Year":"ECCV 2018"}. This record does not assert independent reproduction.

### SPM

EAO: 33.8. Result ID: 698d2e0d8b517eb4331f976e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67561e209131cea159cb.md>)

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

Recorded evaluation configuration: {"Conference/Year":"CVPR 2019"}. This record does not assert independent reproduction.

### ASRCF

EAO: 32.8. Result ID: 698d2e0d8b517eb4331f976d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67561e209131cea159cb.md>)

Recorded evaluation configuration: {"Conference/Year":"CVPR 2019"}. This record does not assert independent reproduction.

### DaSiamRPN

EAO: 32.6. Result ID: 698d2e0d8b517eb4331f9775.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67561e209131cea159cb.md>)

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

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

Recorded evaluation configuration: {"Conference/Year":"ECCV 2018"}. This record does not assert independent reproduction.

### LSART

EAO: 32.3. Result ID: 698d2e0d8b517eb4331f9779.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67561e209131cea159cb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64421e209131cea038b1.md>)

[Implementation](<https://github.com/cswaynecool/LSART>)

Recorded evaluation configuration: {"Conference/Year":"CVPR 2018"}. This record does not assert independent reproduction.

### RPCF

EAO: 31.6. Result ID: 698d2e0d8b517eb4331f9771.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67561e209131cea159cb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa669c1e209131cea116c1.md>)

Recorded evaluation configuration: {"Conference/Year":"CVPR 2019"}. This record does not assert independent reproduction.

### SiamDW

EAO: 30.1. Result ID: 698d2e0d8b517eb4331f9770.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67561e209131cea159cb.md>)

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

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

Recorded evaluation configuration: {"Conference/Year":"CVPR 2019"}. This record does not assert independent reproduction.

### C-RPN

EAO: 28.9. Result ID: 698d2e0d8b517eb4331f9772.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67561e209131cea159cb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa652e1e209131cea08a8d.md>)

Recorded evaluation configuration: {"Conference/Year":"CVPR 2019"}. This record does not assert independent reproduction.

### RASNet

EAO: 28.1. Result ID: 698d2e0d8b517eb4331f9777.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67561e209131cea159cb.md>)

Recorded evaluation configuration: {"Conference/Year":"CVPR 2018"}. This record does not assert independent reproduction.

### GCT

EAO: 27.4. Result ID: 698d2e0d8b517eb4331f9773.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67561e209131cea159cb.md>)

Recorded evaluation configuration: {"Conference/Year":"CVPR 2019"}. This record does not assert independent reproduction.

### fdKCF

EAO: 26.5. Result ID: 698d2e0d8b517eb4331f9769.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67561e209131cea159cb.md>)

Recorded evaluation configuration: {"Conference/Year":"ICCV 2019"}. This record does not assert independent reproduction.

### GradNet

EAO: 24.7. Result ID: 698d2e0d8b517eb4331f976a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67561e209131cea159cb.md>)

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

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

Recorded evaluation configuration: {"Conference/Year":"ICCV 2019"}. This record does not assert independent reproduction.

### SA-Siam

EAO: 23.6. Result ID: 698d2e0d8b517eb4331f9778.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67561e209131cea159cb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64141e209131cea02a0b.md>)

Recorded evaluation configuration: {"Conference/Year":"CVPR 2018"}. This record does not assert independent reproduction.

### SiamFC-tri

EAO: 21.3. Result ID: 698d2e0d8b517eb4331f9776.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67561e209131cea159cb.md>)

Recorded evaluation configuration: {"Conference/Year":"ECCV 2018"}. This record does not assert independent reproduction.

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