Video Object Segmentation on DAVIS 17 (test-dev)
79.6Jaccard Index (J)DEVA
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DEVAtraining_data=with OVIS, FPS=25.32023.09 | 79.6 | 86.8 | 83.2 | — | |
| DEVAtraining_data=without OVIS, FPS=25.32023.09 | 78.7 | 85.9 | 82.3 | — | |
| XMemFPS=22.62023.09 | 77.4 | 84.5 | 81 | — | |
| AOT-R50Backbone=ResNet-50, FPS=6.42023.09 | 75.9 | 83.3 | 79.6 | — | |
| STCNFPS=13.22023.09 | 72.7 | 79.6 | 76.1 | — | |
| PREMVOSExtra data=true, Online learning=true2020.10 | 67.5 | 75.7 | 71.6 | 0.02 | |
| STM-cycle+GCExtra data=true, Gradient correction=true2020.10 | 55.3 | 62 | 58.6 | 6.9 | |
| FEELVOSExtra data=true2020.10 | 55.2 | 60.5 | 57.8 | 1.8 | |
| STM-cycle2020.10 | 55.1 | 60.5 | 57.8 | 31 | |
| AGSS-VOSExtra data=true2020.10 | 54.8 | 59.7 | 57.2 | 10 | |
| OnAVOSExtra data=true, Online learning=true2020.10 | 53.4 | 59.6 | 56.9 | 0.03 | |
| RGMPExtra data=true2020.10 | 51.3 | 54.4 | 52.8 | 2.4 | |
| RVOS2020.10 | 48 | 52.6 | 50.3 | 22.7 |