Video segmentation and tracking on SmartGlasses 2.2K NPs (test)
58.5C ScoreHuman
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Human2026.02 | 58.5 | 0.92 | 63.5 | 72.3 | 58.8 | 89.4 | 77.1 | |
| SAM3temporal=true2026.02 | 36.4 | 0.78 | 46.6 | 63.6 | 50 | 81.5 | 65.9 | |
| S3LTbackbone=MC2-L, L=162026.02 | 36 | 0.77 | 46.1 | 63 | 49.5 | 80.7 | 65.2 | |
| S3LTbackbone=MC-S1, L=162026.02 | 35.7 | 0.77 | 45.7 | 62.3 | 49 | 79.9 | 64.6 | |
| S3LTbackbone=MC-S0, L=162026.02 | 35.3 | 0.76 | 45.2 | 61.7 | 48.5 | 79.1 | 63.9 | |
| SAM3temporal=false2026.02 | 34.4 | 0.75 | 45.8 | 61.6 | 47 | 81.2 | 66 | |
| SAM3 Detector + T-by-D2026.02 | 29.7 | 0.85 | 35.1 | 60 | 50.6 | 71.7 | 61.2 | |
| LLMDet + SAM3 Tracker2026.02 | 0.3 | 0.02 | 16.8 | 18.6 | 4.7 | 74.1 | 39 | |
| GLEEsubset=all NPs2026.02 | 0 | 0.16 | 0.3 | 4.7 | 1.6 | 15.3 | 9.3 |