Video Object Segmentation on TCOW Kubric Containers synthetic (test)
39.6Target IoU (All)Linear extrapolation
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Linear extrapolation2023.05 | 39.6 | 10.8 | — | — | |
| Static maskUses privileged information=true2023.05 | 39.3 | 10.2 | — | — | |
| TCOWTraining set=ImageNet + Kubric2023.05 | 36.8 | 16 | 76.8 | 78.2 | |
| Jump to occluderUses privileged information=true2023.05 | 32.5 | — | — | 87.2 | |
| AOTTraining set=Static + Kubric2023.05 | 26.5 | 2.5 | 6.8 | 5.9 | |
| TCOW (visible only)Training set=ImageNet + Kubric2023.05 | 25.2 | 0.1 | 73.9 | 76.3 | |
| AOT (visible only)Training set=Static + Kubric2023.05 | 23.1 | 0.7 | 2 | 1.9 | |
| AOT (direct plug)Training set=Static + YouTube-VOS2023.05 | 22.5 | 0.9 | 4.6 | 2.3 | |
| TCOW (cartoon)Training set=ImageNet + Kubric (flat)2023.05 | 21.7 | 2.3 | 26.2 | 40.1 | |
| AOT (cartoon)Training set=Static + Kubric (flat)2023.05 | 20.4 | 0.9 | 4.2 | 4.7 | |
| Copy query2023.05 | 7.8 | 0.5 | — | — |