Video Query Segmentation on VQS-4K (test)
26stAPVQ-SAM
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| VQ-SAM2026.03 | 26 | 23.8 | 12.7 | 29.6 | 26.8 | 14.4 | 43.6 | 42.1 | |
| SAM2Long2026.03 | 18.6 | 16.5 | 8.2 | 24.4 | 20.6 | 11.2 | 38.6 | 32.5 | |
| Cutie-bvariant=base2026.03 | 18.5 | 16.5 | 8.2 | 21 | 16.9 | 9.2 | 38.4 | 32.3 | |
| REN2026.03 | 16.8 | 17.7 | 8.9 | 23.6 | 19.8 | 9.5 | 34.8 | 30.5 | |
| OASIS2026.03 | 15.8 | 13.6 | 6.7 | 21.3 | 17.4 | 9.5 | 34.3 | 29.4 | |
| PRVQL2026.03 | 13.6 | 14.4 | 7.1 | 22.1 | 18.4 | 8.7 | 32.6 | 26.9 | |
| SAM 32026.03 | 13.3 | 10.9 | 5.4 | 14.1 | 9.5 | 5.2 | 27.7 | 26.6 | |
| SAM 22026.03 | 12.9 | 10.6 | 5.2 | 13 | 8.3 | 4.6 | 26.7 | 26.3 | |
| LOMM2026.03 | 12.5 | 10.2 | 5 | 12.7 | 7.9 | 4.3 | 26.1 | 25.8 | |
| SAM2.1++2026.03 | 12.5 | 10.2 | 5.1 | 14.6 | 10 | 5.5 | 28.8 | 25.8 | |
| VQLoC2026.03 | 10.1 | 12.5 | 6.3 | 21.5 | 17.5 | 8.4 | 31.7 | 23.2 |