Video segmentation and tracking on SA-V 1.5K NPs (test)
53.1Consistency Score (C)Human
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Human2026.02 | 53.1 | 87 | 60.8 | 70.5 | 55.5 | 90.2 | 69.1 | |
| SAM3temporal=true2026.02 | 30.3 | 69 | 43.7 | 58 | 40.9 | 83.4 | 56.8 | |
| S3LTbackbone=MC2-L, L=162026.02 | 30 | 68 | 43.3 | 57.4 | 40.5 | 82.8 | 56.2 | |
| S3LTbackbone=MC-S1, L=162026.02 | 29.7 | 68 | 42.8 | 56.8 | 40.1 | 82.2 | 55.7 | |
| S3LTbackbone=MC-S0, L=162026.02 | 29.4 | 67 | 42.4 | 56.2 | 39.7 | 81.6 | 55.1 | |
| SAM3temporal=false2026.02 | 27.1 | 63 | 42.9 | 55.9 | 37.9 | 83.4 | 57.1 | |
| SAM3 Detector + T-by-D2026.02 | 25.7 | 72 | 35.8 | 55.7 | 40.2 | 78.3 | 53.2 | |
| LLMDet + SAM3 Tracker2026.02 | 2.3 | 15 | 14.7 | 30.1 | 12 | 76 | 28.5 | |
| GLEEsubset=all NPs2026.02 | 0.1 | 22 | 0.6 | 8.7 | 2.8 | 30.9 | 7.1 |