Video segmentation and tracking on YT-Temporal 1.5K NPs 1B (test)
71.2Composite Score (C)Human
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Human2026.02 | 71.2 | 0.97 | 73.2 | 78.4 | 68.8 | 89.7 | 84.3 | |
| SAM3temporal=true2026.02 | 50.8 | 0.89 | 57.2 | 69.9 | 60.2 | 81.7 | 70.5 | |
| S3LTbackbone=MC2-L, L=162026.02 | 50.3 | 0.88 | 56.6 | 69.2 | 59.6 | 80.9 | 69.8 | |
| S3LTbackbone=MC-S1, L=162026.02 | 49.8 | 0.87 | 56.1 | 68.5 | 59 | 80.1 | 69.1 | |
| S3LTbackbone=MC-S0, L=162026.02 | 49.3 | 0.86 | 55.5 | 67.8 | 58.4 | 79.2 | 68.4 | |
| SAM3 Detector + T-by-D2026.02 | 47.6 | 0.93 | 51.3 | 68.2 | 60.8 | 77 | 70.4 | |
| SAM3temporal=false2026.02 | 47.3 | 0.84 | 56.3 | 67.8 | 57.1 | 81.2 | 69.8 | |
| LLMDet + SAM3 Tracker2026.02 | 8 | 0.33 | 24.1 | 37.9 | 18.7 | 77 | 33.4 | |
| GLEEsubset=all NPs2026.02 | 1.6 | 0.24 | 6.7 | 16.7 | 6.8 | 42.6 | 16.5 |