# Open-World Video Segmentation on BURST (test)

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

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

Data updated: 2026-02-26T05:54:07.862Z

Evaluation of Open-World Video Segmentation performance on the test split of the BURST dataset, measured using OWTA metrics.

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 Video Segmentation |
| Dataset (including any stated split) | BURST (test) |
| Metric | OWTA All |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 7 of 7 |
| 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

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

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

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

## Recorded results

| Method | OWTA All | Result date | Report paper |
| --- | --- | --- | --- |
| DEVA | 70.5 | Not recorded | 68fa70941e209131cea4bf6c |
| DEVA | 70.1 | Not recorded | 68fa70941e209131cea4bf6c |
| DEVA | 69.8 | Not recorded | 68fa70941e209131cea4bf6c |
| DEVA | 69.5 | Not recorded | 68fa70941e209131cea4bf6c |
| Mask2Former | 57.5 | Not recorded | 68fa70941e209131cea4bf6c |
| OWTB | 56 | Not recorded | 68fa70941e209131cea4bf6c |
| Mask2Former | 55.9 | Not recorded | 68fa70941e209131cea4bf6c |

### DEVA

OWTA All: 70.5. Result ID: 699149193a6c3148490708a4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70941e209131cea4bf6c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70941e209131cea4bf6c.md>)

[Implementation](<https://www.sota2.com/hkchengrex.github.io/Tracking-Anything-with-DEVA>)

Recorded evaluation configuration: {"Method":"Mask2Former","Association mode":"semi-online"}. This record does not assert independent reproduction.

### DEVA

OWTA All: 70.1. Result ID: 699149193a6c3148490708a3.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70941e209131cea4bf6c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70941e209131cea4bf6c.md>)

[Implementation](<https://www.sota2.com/hkchengrex.github.io/Tracking-Anything-with-DEVA>)

Recorded evaluation configuration: {"Method":"Mask2Former","Association mode":"online"}. This record does not assert independent reproduction.

### DEVA

OWTA All: 69.8. Result ID: 699149193a6c3148490708a6.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70941e209131cea4bf6c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70941e209131cea4bf6c.md>)

[Implementation](<https://www.sota2.com/hkchengrex.github.io/Tracking-Anything-with-DEVA>)

Recorded evaluation configuration: {"Method":"EntitySeg","Association mode":"semi-online"}. This record does not assert independent reproduction.

### DEVA

OWTA All: 69.5. Result ID: 699149193a6c3148490708a5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70941e209131cea4bf6c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70941e209131cea4bf6c.md>)

[Implementation](<https://www.sota2.com/hkchengrex.github.io/Tracking-Anything-with-DEVA>)

Recorded evaluation configuration: {"Method":"EntitySeg","Association mode":"online"}. This record does not assert independent reproduction.

### Mask2Former

OWTA All: 57.5. Result ID: 699149193a6c3148490708a1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70941e209131cea4bf6c.md>)

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

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

Recorded evaluation configuration: {"Tracker type":"STCN tracker"}. This record does not assert independent reproduction.

### OWTB

OWTA All: 56. Result ID: 699149193a6c3148490708a2.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70941e209131cea4bf6c.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

OWTA All: 55.9. Result ID: 699149193a6c3148490708a0.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70941e209131cea4bf6c.md>)

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

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

Recorded evaluation configuration: {"Tracker type":"Box tracker"}. This record does not assert independent reproduction.

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