# Open-World Video Segmentation on BURST (val) Source: [Open-World Video Segmentation on BURST (val)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:54:07.845Z Evaluation of Open-World Video Segmentation performance on the validation 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 (val) | | Metric | OWTA (All) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 14 of 14 | | 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)](): Higher is better; unit: PERCENT. - [OWTA (Common)](): Higher is better; unit: PERCENT. - [OWTA (Uncertain)](): Higher is better; unit: PERCENT. - [OWTA (Unseen)](): Higher is better; unit: PERCENT. - [OWTA (Seen)](): Higher is better; unit: PERCENT. ## Recorded results | Method | OWTA (All) | Result date | Report paper | | --- | --- | --- | --- | | DEVA | 69.9 | Not recorded | 68fa70941e209131cea4bf6c | | DEVA | 69.5 | Not recorded | 68fa70941e209131cea4bf6c | | DEVA | 69.5 | Not recorded | 68fa70941e209131cea4bf6c | | Mask2Former \[13\]+DEVA \[7\] | 69.5 | Not recorded | 68fa77b71e209131cea74ef2 | | Mask2Former \[13\]+DEVA \[7\]+ BLIP2 \[11\] | 69.5 | Not recorded | 68fa77b71e209131cea74ef2 | | OW-VISCapTor+DEVA \[7\] (online) | 69 | Not recorded | 68fa77b71e209131cea74ef2 | | DEVA | 68.8 | Not recorded | 68fa70941e209131cea4bf6c | | EntitySeg \[54\]+DEVA \[7\] | 68.8 | Not recorded | 68fa77b71e209131cea74ef2 | | OW-VISCapTor+CAROQ \[18\] (online) | 66.1 | Not recorded | 68fa77b71e209131cea74ef2 | | Mask2Former | 64.6 | Not recorded | 68fa70941e209131cea4bf6c | | Mask2Former \[13\]+STCN \[35\] | 64.6 | Not recorded | 68fa77b71e209131cea74ef2 | | Mask2Former | 60.9 | Not recorded | 68fa70941e209131cea4bf6c | | OWTB | 55.8 | Not recorded | 68fa70941e209131cea4bf6c | | OWTB \[5\] | 55.8 | Not recorded | 68fa77b71e209131cea74ef2 | ### DEVA OWTA (All): 69.9. Result ID: 699149193a6c31484907089d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Method":"Mask2Former","Association mode":"semi-online"}. This record does not assert independent reproduction. ### DEVA OWTA (All): 69.5. Result ID: 699149193a6c31484907089c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Method":"Mask2Former","Association mode":"online"}. This record does not assert independent reproduction. ### DEVA OWTA (All): 69.5. Result ID: 699149193a6c31484907089f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Method":"EntitySeg","Association mode":"semi-online"}. This record does not assert independent reproduction. ### Mask2Former \[13\]+DEVA \[7\] OWTA (All): 69.5. Result ID: 699560b23badfaffe6531305. [Reporting paper]() Recorded evaluation configuration: {"Mode":"online"}. This record does not assert independent reproduction. ### Mask2Former \[13\]+DEVA \[7\]+ BLIP2 \[11\] OWTA (All): 69.5. Result ID: 699560b23badfaffe6531307. [Reporting paper]() Recorded evaluation configuration: {"Mode":"online"}. This record does not assert independent reproduction. ### OW-VISCapTor+DEVA \[7\] (online) OWTA (All): 69. Result ID: 699560b23badfaffe6531309. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Mode":"online"}. This record does not assert independent reproduction. ### DEVA OWTA (All): 68.8. Result ID: 699149193a6c31484907089e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Method":"EntitySeg","Association mode":"online"}. This record does not assert independent reproduction. ### EntitySeg \[54\]+DEVA \[7\] OWTA (All): 68.8. Result ID: 699560b23badfaffe6531306. [Reporting paper]() Recorded evaluation configuration: {"Mode":"online"}. This record does not assert independent reproduction. ### OW-VISCapTor+CAROQ \[18\] (online) OWTA (All): 66.1. Result ID: 699560b23badfaffe6531308. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Mode":"online"}. This record does not assert independent reproduction. ### Mask2Former OWTA (All): 64.6. Result ID: 699149193a6c31484907089a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Tracker type":"STCN tracker"}. This record does not assert independent reproduction. ### Mask2Former \[13\]+STCN \[35\] OWTA (All): 64.6. Result ID: 699560b23badfaffe6531304. [Reporting paper]() Recorded evaluation configuration: {"Mode":"online"}. This record does not assert independent reproduction. ### Mask2Former OWTA (All): 60.9. Result ID: 699149193a6c314849070899. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Tracker type":"Box tracker"}. This record does not assert independent reproduction. ### OWTB OWTA (All): 55.8. Result ID: 699149193a6c31484907089b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### OWTB \[5\] OWTA (All): 55.8. Result ID: 699560b23badfaffe6531303. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Mode":"online"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.