Video Object Segmentation on PUMaVOS (val)
89.1Jaccard Index (J)SAM2
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SAM2FPS=17.6, VRAM (GB)=2.27, Refinements=42025.12 | 89.1 | 98.5 | 93.8 | |
| DeAOTFPS=6.3, VRAM (GB)=2.052025.12 | 88 | 91.4 | 89.7 | |
| AOTFPS=6.9, VRAM (GB)=1.932025.12 | 87.8 | 91.4 | 89.6 | |
| CutieFPS=21.9, VRAM (GB)=1.782025.12 | 87.8 | 98 | 92.9 | |
| XMemFPS=24.5, VRAM (GB)=1.642025.12 | 87.3 | 98.3 | 92.8 | |
| Fast SAM2FPS=24.6, VRAM (GB)=1.22, Refinements=32025.12 | 83.8 | 98.7 | 91.2 | |
| STMFPS=5.1, VRAM (GB)=1.812025.12 | 44.8 | 98.1 | 71.4 |