UVO
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Video Object Segmentation | UVO (val) | Jaccard Index81.3 | 7 | |
| Instance Segmentation | UVO novel classes VOC transfer 2017 (val) | AR@1016.8 | 7 | |
| Object Detection | UVO novel classes, VOC transfer 2017 (val) | AR^b@1021 | 7 | |
| Open-world segmentation | UVO | AR@10072.6 | 7 | |
| Instance Segmentation | UVO (val) | AP75 (Mask)20.9 | 5 | |
| Object Detection | UVO (val) | AP^box38 | 5 | |
| Class-agnostic instance segmentation | UVO (val) | AP5038 | 5 | |
| Instance Segmentation | UVO Sparse 1.0 (val) | AP5022.8 | 4 | |
| Video Instance Segmentation | UVO-Dense (val) | AP @ IoU=0.5014.6 | 3 | |
| Instance Segmentation | UVO (val) | AP (Box)10.8 | 2 | |
| Open-world Instance Segmentation | UVO (test) | AP Boundary Strict9.9 | 2 | |
| Object Detection | UVO | AP5031.7 | 2 |
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