Video Object Segmentation on EndoVis (val)
89.4J (Jaccard Index)SAM2
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SAM2FPS=16.2, VRAM (GB)=8.9, Refinements=52025.12 | 89.4 | 98.1 | 93.8 | |
| XMemFPS=20.5, VRAM (GB)=7.822025.12 | 87.9 | 97.9 | 92.9 | |
| CutieFPS=18.7, VRAM (GB)=8.342025.12 | 87.9 | 90.7 | 89.3 | |
| Fast SAM2FPS=21.6, VRAM (GB)=7.63, Refinements=32025.12 | 83.4 | 98.9 | 91.1 | |
| STMFPS=11.5, VRAM (GB)=9.212025.12 | 80.9 | 98.4 | 89.7 | |
| AOTFPS=13.8, VRAM (GB)=8.182025.12 | 75.2 | 83.2 | 79.2 | |
| DeAOTFPS=13.2, VRAM (GB)=8.582025.12 | 74.2 | 82.5 | 78.3 |