Open-World Video Segmentation on BURST (val)
69.9OWTA (All)DEVA
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DEVAMethod=Mask2Former, Association mode=semi-online2023.09 | 69.9 | 75.2 | 41.5 | — | — | |
| DEVAMethod=Mask2Former, Association mode=online2023.09 | 69.5 | 74.6 | 42.3 | — | — | |
| DEVAMethod=EntitySeg, Association mode=semi-online2023.09 | 69.5 | 73.3 | 50.5 | — | — | |
| Mask2Former [13]+DEVA [7]Mode=online2024.04 | 69.5 | — | — | 42.3 | 74.6 | |
| Mask2Former [13]+DEVA [7]+ BLIP2 [11]Mode=online2024.04 | 69.5 | — | — | 42.3 | 74.6 | |
| OW-VISCapTor+DEVA [7] (online)Mode=online2024.04 | 69 | — | — | 55.2 | 73.5 | |
| DEVAMethod=EntitySeg, Association mode=online2023.09 | 68.8 | 72.7 | 49.6 | — | — | |
| EntitySeg [54]+DEVA [7]Mode=online2024.04 | 68.8 | — | — | 49.6 | 72.7 | |
| OW-VISCapTor+CAROQ [18] (online)Mode=online2024.04 | 66.1 | — | — | 50 | 63 | |
| Mask2FormerTracker type=STCN tracker2023.09 | 64.6 | 71 | 25 | — | — | |
| Mask2Former [13]+STCN [35]Mode=online2024.04 | 64.6 | — | — | 25 | 71 | |
| Mask2FormerTracker type=Box tracker2023.09 | 60.9 | 66.9 | 24 | — | — | |
| OWTB2023.09 | 55.8 | 59.8 | 38.8 | — | — | |
| OWTB [5]Mode=online2024.04 | 55.8 | — | — | 38.8 | 59.8 |