Open-vocabulary video instance segmentation on SA-Co VEval SmartGlasses (test)
58.5cgF1Human
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Human2025.11 | 58.5 | 92 | 63.5 | 72.3 | 58.8 | 89.4 | 77.1 | |
| SAM 32025.11 | 36.4 | 78 | 46.6 | 63.6 | 50 | 81.5 | 65.9 | |
| SAM 3temporal disambiguation=false2025.11 | 34.4 | 75 | 45.8 | 61.6 | 47 | 81.2 | 66 | |
| SAM 3 Detector + T-by-D as tracker2025.11 | 29.7 | 85 | 35.1 | 60 | 50.6 | 71.7 | 61.2 | |
| LLMDet + SAM 3 TrackerZero-shot=true2025.11 | 0.3 | 2 | 16.8 | 18.6 | 4.7 | 74.1 | 39 | |
| GLEEPrompting strategy=one NP at a time, Zero-shot=true2025.11 | 0.1 | 14 | 0.4 | 5.6 | 1.8 | 18.2 | 14.7 | |
| GLEEPrompting strategy=all NPs at once, Zero-shot=true2025.11 | 0 | 16 | 0.3 | 4.7 | 1.6 | 15.3 | 9.3 |