Video Instance Segmentation on YouTube-VIS (train val)
78.24AP50Mask R-CNN
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Mask R-CNNVideo Info=false, Supervision=Mask2021.03 | 78.24 | — | — | — | — | |
| WSIS-BBTPVideo Info=false, Supervision=Bbox2021.03 | 46.8 | — | — | — | — | |
| Ours (self-training)Video Info=true, Supervision=Class2021.03 | 36 | — | — | — | — | |
| OursVideo Info=true, Supervision=Class2021.03 | 34.66 | — | — | — | — | |
| OursSupervision Type=Weakly supervised2021.03 | 34.4 | 14.1 | 9.4 | 16 | 17.9 | |
| IRN+F2FVideo Info=true, Supervision=Class2021.03 | 30.27 | — | — | — | — | |
| IRNVideo Info=false, Supervision=Class2021.03 | 29.64 | — | — | — | — | |
| IRNSupervision Type=Weakly supervised2021.03 | 26.4 | 10.8 | 7.7 | 12.6 | 14.4 | |
| F2F+MCGVideo Info=true, Supervision=Class2021.03 | 26.31 | — | — | — | — | |
| WISEVideo Info=false, Supervision=Class2021.03 | 24.54 | — | — | — | — | |
| WISESupervision Type=Weakly supervised2021.03 | 22.1 | 8.7 | 5.5 | 9.8 | 10.7 |