# Open-world tracking on BURST (test)

Source: [Open-world tracking on BURST (test)](<https://www.sota2.com/research/sota/open-world-tracking-on-burst-test>)

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

Data updated: 2026-02-26T06:07:54.902Z

Evaluation of Open-world tracking performance on the test split of the BURST dataset, reporting metrics such as Overall, Seen, and Unseen 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 | Open-world tracking |
| Dataset (including any stated split) | BURST (test) |
| Metric | Unseen Performance |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 5 of 5 |
| 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

- [Unseen Performance](<https://www.sota2.com/research/sota/open-world-tracking-on-burst-test.md?metric=Unseen%20Performance>): Higher is better; unit: PERCENT.

- [Overall Performance](<https://www.sota2.com/research/sota/open-world-tracking-on-burst-test.md?metric=Overall%20Performance>): Higher is better; unit: PERCENT.

- [Seen Performance](<https://www.sota2.com/research/sota/open-world-tracking-on-burst-test.md?metric=Seen%20Performance>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Unseen Performance | Result date | Report paper |
| --- | --- | --- | --- |
| OW-VISCapTor | 57.2 | Not recorded | 68fa77b71e209131cea74ef2 |
| EntitySeg | 53 | Not recorded | 68fa77b71e209131cea74ef2 |
| Mask2Former | 44.1 | Not recorded | 68fa77b71e209131cea74ef2 |
| OWTB | 38.3 | Not recorded | 68fa77b71e209131cea74ef2 |
| Mask2Former | 23.9 | Not recorded | 68fa77b71e209131cea74ef2 |

### OW-VISCapTor

Unseen Performance: 57.2. Result ID: 699560b23badfaffe6531302.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77b71e209131cea74ef2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77b71e209131cea74ef2.md>)

[Implementation](<https://anwesachoudhuri.github.io/OpenWorldVISCap/>)

Recorded evaluation configuration: {"temporal association":"DEVA \[7\]"}. This record does not assert independent reproduction.

### EntitySeg

Unseen Performance: 53. Result ID: 699560b23badfaffe6531301.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77b71e209131cea74ef2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6e441e209131cea3ed6e.md>)

Recorded evaluation configuration: {"temporal association":"DEVA \[7\]"}. This record does not assert independent reproduction.

### Mask2Former

Unseen Performance: 44.1. Result ID: 699560b23badfaffe6531300.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77b71e209131cea74ef2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6cbf1e209131cea35c19.md>)

[Implementation](<https://bowenc0221.github.io/mask2former>)

Recorded evaluation configuration: {"temporal association":"DEVA \[7\]"}. This record does not assert independent reproduction.

### OWTB

Unseen Performance: 38.3. Result ID: 699560b23badfaffe65312fe.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77b71e209131cea74ef2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c1d1e209131cea324ff.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Mask2Former

Unseen Performance: 23.9. Result ID: 699560b23badfaffe65312ff.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77b71e209131cea74ef2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6cbf1e209131cea35c19.md>)

[Implementation](<https://bowenc0221.github.io/mask2former>)

Recorded evaluation configuration: {"temporal association":"STCN \[35\]"}. This record does not assert independent reproduction.

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