Video Object Segmentation on DAVIS 17 (test)
85.3J&F ScoreCutie-base
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Cutie-basewith STM=true, Backbone=ResNet-50, Training Data=YouTube VOS + DAVIS + MOSE2024.11 | 85.3 | 81.4 | 89.3 | |
| Cutie-basewith STM=true, Backbone=ResNet-50, Training Data=YouTube VOS + DAVIS2024.11 | 84.2 | 80.6 | 87.7 | |
| Cutie-smallwith STM=true, Backbone=ResNet-18, Training Data=YouTube VOS + DAVIS2024.11 | 84.1 | 80.5 | 87.6 | |
| Cutie-smallwith STM=true, Backbone=ResNet-18, Training Data=YouTube VOS + DAVIS + MOSE2024.11 | 83.8 | 80.2 | 87.5 | |
| DEVAwith STM=true, Backbone=ResNet-502024.11 | 82.3 | 78.7 | 85.9 | |
| XMemwith STM=true, Backbone=ResNet-502024.11 | 81 | 77.4 | 84.5 | |
| LiVOSwith STM=false, Backbone=ResNet-50, Training Data=YouTube VOS + DAVIS, Training iterations=30k additional2024.11 | 81 | 77.4 | 84.5 | |
| DeAOTwith STM=true, Backbone=ResNet-502024.11 | 80.7 | 76.9 | 84.5 | |
| AOTwith STM=true, Backbone=ResNet-502024.11 | 79.6 | 75.9 | 83.3 | |
| LiVOSwith STM=false, Backbone=ResNet-50, Training Data=YouTube VOS + DAVIS + MOSE2024.11 | 79.6 | 76.2 | 82.9 | |
| LiVOSwith STM=false, Backbone=ResNet-50, Training Data=YouTube VOS + DAVIS2024.11 | 78.2 | 74.8 | 81.7 | |
| RDEwith STM=false, Backbone=ResNet-502024.11 | 77.4 | 73.6 | 81.2 | |
| STCNwith STM=true, Backbone=ResNet-502024.11 | 76.1 | 72.7 | 79.6 | |
| CFBI+with STM=false, Backbone=ResNet-1012024.11 | 75.6 | 71.6 | 79.6 | |
| CFBIwith STM=false, Backbone=ResNet-1012024.11 | 74.8 | 71.1 | 78.5 | |
| Cutie-basewith STM=false, Backbone=ResNet-50, Memory frames=1, Training Data=YouTube VOS + DAVIS2024.11 | 73.5 | 70 | 77 | |
| Cutie-basewith STM=false, Backbone=ResNet-50, Memory frames=1, Training Data=YouTube VOS + DAVIS + MOSE2024.11 | 73.2 | 69.4 | 76.9 | |
| Cutie-smallwith STM=false, Backbone=ResNet-18, Memory frames=1, Training Data=YouTube VOS + DAVIS + MOSE2024.11 | 72.3 | 68.8 | 75.9 | |
| Cutie-smallwith STM=false, Backbone=ResNet-18, Memory frames=1, Training Data=YouTube VOS + DAVIS2024.11 | 71.6 | 67.9 | 75.3 |