Video Object Segmentation on SA-V SAM2.1-B+ (val)
79.8J&F ScoreOriginal
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OriginalMemory interval (Δt)=5, Backbone=SAM2.1-B+2026.02 | 79.8 | — | |
| SMRMemory interval (Δt)=5, Backbone=SAM2.1-B+2026.02 | 78.4 | 1.82 | |
| SMR-randomMemory interval (Δt)=5, Backbone=SAM2.1-B+2026.02 | 77.4 | 1.73 | |
| SMR-uniformMemory interval (Δt)=5, Backbone=SAM2.1-B+2026.02 | 77.4 | 1.78 | |
| SMRMemory interval (Δt)=1, Backbone=SAM2.1-B+2026.02 | 77.4 | 1.82 | |
| OriginalMemory interval (Δt)=1, Backbone=SAM2.1-B+2026.02 | 77.2 | — | |
| SMR-randomMemory interval (Δt)=1, Backbone=SAM2.1-B+2026.02 | 76.6 | 1.73 | |
| SMR-uniformMemory interval (Δt)=1, Backbone=SAM2.1-B+2026.02 | 76.6 | 1.78 | |
| Efficient-SAM2Memory interval (Δt)=5, Backbone=SAM2.1-B+2026.02 | 76.6 | 1.74 | |
| SWRMemory interval (Δt)=5, Backbone=SAM2.1-B+2026.02 | 76.5 | 1.69 | |
| Efficient-SAM2Memory interval (Δt)=1, Backbone=SAM2.1-B+2026.02 | 74.5 | 1.74 | |
| SWRMemory interval (Δt)=1, Backbone=SAM2.1-B+2026.02 | 74.3 | 1.69 | |
| MemPoolMemory interval (Δt)=5, Backbone=SAM2.1-B+2026.02 | 74.2 | 2.14 | |
| EdgeTAMMemory interval (Δt)=5, Backbone=SAM2.1-B+2026.02 | 73.4 | 1.63 | |
| ALGMMemory interval (Δt)=5, Backbone=SAM2.1-B+2026.02 | 73 | 1.05 | |
| MemPoolMemory interval (Δt)=1, Backbone=SAM2.1-B+2026.02 | 72.8 | 2.14 | |
| EdgeTAMMemory interval (Δt)=1, Backbone=SAM2.1-B+2026.02 | 71.8 | 1.63 | |
| ALGMMemory interval (Δt)=1, Backbone=SAM2.1-B+2026.02 | 70.8 | 1.05 | |
| ToMe4DMMemory interval (Δt)=5, Backbone=SAM2.1-B+2026.02 | 65 | 1 | |
| ToMe4DMMemory interval (Δt)=1, Backbone=SAM2.1-B+2026.02 | 63.8 | 1 | |
| ToMeMemory interval (Δt)=5, Backbone=SAM2.1-B+2026.02 | 57.2 | 1.36 | |
| ToMeMemory interval (Δt)=1, Backbone=SAM2.1-B+2026.02 | 55 | 1.36 |