Video Object Segmentation on Long-time Video dataset (val)
91.5J&F ScoreDeAOT + RMem
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DeAOT + RMemimplementation=this paper implementation2024.06 | 91.5 | 89.8 | 93.3 | |
| AOT + RMemimplementation=this paper implementation2024.06 | 90.3 | 88.5 | 92.1 | |
| ISVOSmaximum memory size=642022.12 | 90 | 88.3 | 91.7 | |
| XMem2022.12 | 89.8 | 88 | 91.6 | |
| XMem2024.06 | 89.8 | 88 | 91.6 | |
| DeAOTimplementation=this paper implementation2024.06 | 89.4 | 87.4 | 91.4 | |
| STCN2022.12 | 87.3 | 85.4 | 89.2 | |
| STCN2024.06 | 87.3 | 85.4 | 89.2 | |
| AOTimplementation=this paper implementation2024.06 | 86.7 | 85.5 | 87.9 | |
| AOT2022.12 | 84.3 | 83.2 | 85.4 | |
| AOT2024.06 | 84.3 | 83.2 | 85.4 | |
| AFB-URR2022.12 | 83.7 | 82.9 | 84.5 | |
| AFB-URR2024.06 | 83.7 | 82.9 | 84.5 | |
| HMMN2022.12 | 81.5 | 79.9 | 83 | |
| MiVOS2024.06 | 81.1 | 80.2 | 82 | |
| STM2022.12 | 80.6 | 79.9 | 81.3 | |
| STM2024.06 | 80.6 | 79.9 | 81.3 | |
| JOINT2022.12 | 67.1 | 64.5 | 69.6 | |
| RMNet2022.12 | 59.8 | 59.7 | 60 | |
| CFBI2024.06 | 53.5 | 50.9 | 56.1 | |
| CFBI+2024.06 | 50.9 | 47.9 | 53.8 |