Video Object Segmentation on MOSE SAM2.1-B+ (val)
73.6J&F ScoreOriginal
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OriginalMemory interval (Δt)=1, Backbone=SAM2.1-B+2026.02 | 73.6 | — | |
| OriginalMemory interval (Δt)=5, Backbone=SAM2.1-B+2026.02 | 73.5 | — | |
| SMRMemory interval (Δt)=5, Backbone=SAM2.1-B+2026.02 | 73.5 | 1.82 | |
| SMRMemory interval (Δt)=1, Backbone=SAM2.1-B+2026.02 | 73.2 | 1.82 | |
| SMR-randomMemory interval (Δt)=5, Backbone=SAM2.1-B+2026.02 | 73.1 | 1.73 | |
| SMR-uniformMemory interval (Δt)=5, Backbone=SAM2.1-B+2026.02 | 73.1 | 1.78 | |
| SMR-uniformMemory interval (Δt)=1, Backbone=SAM2.1-B+2026.02 | 72.3 | 1.78 | |
| SMR-randomMemory interval (Δt)=1, Backbone=SAM2.1-B+2026.02 | 72.2 | 1.73 | |
| SWRMemory interval (Δt)=1, Backbone=SAM2.1-B+2026.02 | 71.2 | 1.69 | |
| MemPoolMemory interval (Δt)=1, Backbone=SAM2.1-B+2026.02 | 71 | 2.14 | |
| Efficient-SAM2Memory interval (Δt)=1, Backbone=SAM2.1-B+2026.02 | 70.9 | 1.74 | |
| SWRMemory interval (Δt)=5, Backbone=SAM2.1-B+2026.02 | 70.5 | 1.69 | |
| Efficient-SAM2Memory interval (Δt)=5, Backbone=SAM2.1-B+2026.02 | 70.1 | 1.74 | |
| EdgeTAMMemory interval (Δt)=1, Backbone=SAM2.1-B+2026.02 | 69.9 | 1.63 | |
| EdgeTAMMemory interval (Δt)=5, Backbone=SAM2.1-B+2026.02 | 69.5 | 1.63 | |
| MemPoolMemory interval (Δt)=5, Backbone=SAM2.1-B+2026.02 | 69.2 | 2.14 | |
| ALGMMemory interval (Δt)=1, Backbone=SAM2.1-B+2026.02 | 67 | 1.05 | |
| ALGMMemory interval (Δt)=5, Backbone=SAM2.1-B+2026.02 | 66.2 | 1.05 | |
| ToMe4DMMemory interval (Δt)=1, Backbone=SAM2.1-B+2026.02 | 59.5 | 1 | |
| ToMe4DMMemory interval (Δt)=5, Backbone=SAM2.1-B+2026.02 | 58.3 | 1 | |
| ToMeMemory interval (Δt)=5, Backbone=SAM2.1-B+2026.02 | 54 | 1.36 | |
| ToMeMemory interval (Δt)=1, Backbone=SAM2.1-B+2026.02 | 53.5 | 1.36 |