Referring Video Object Segmentation on Long-RVOS (test)
55.8Static J&FReferMo
Evaluation results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ReferMoSAM/SAM2 usage=With, Resolution=360P, Hardware=Nvidia A6000 GPU2025.05 | 55.8 | 73.6 | 47.5 | 49.3 | 74.2 | 42.4 | 53.3 | 72.9 | 45.4 | 52.9 | 73.6 | 45.2 | 52.5 | |
| ReferDINOSAM/SAM2 usage=Without, Resolution=360P, Hardware=Nvidia A6000 GPU2025.05 | 50.9 | 73.6 | 46 | 45.4 | 73.8 | 41.5 | 48.7 | 73.1 | 44 | 48.4 | 73.5 | 43.9 | 46.4 | |
| MUTRSAM/SAM2 usage=Without, Resolution=360P, Hardware=Nvidia A6000 GPU2025.05 | 42.8 | 72.6 | 38.7 | 41.2 | 73.5 | 37.7 | 42.4 | 72.3 | 38.1 | 42.2 | 72.8 | 38.2 | 20.4 | |
| SAMWISESAM/SAM2 usage=With, Resolution=360P, Hardware=Nvidia A6000 GPU2025.05 | 41.3 | 65.5 | 31.3 | 40.4 | 67.6 | 31.3 | 41 | 66.9 | 30.8 | 40.9 | 66.6 | 31.1 | 7 | |
| SOCSAM/SAM2 usage=Without, Resolution=360P, Hardware=Nvidia A6000 GPU2025.05 | 39.3 | 71.8 | 33.9 | 38.8 | 73.2 | 34.2 | 37.7 | 71.9 | 32.5 | 38.6 | 72.3 | 33.5 | 53.8 | |
| GLUSSAM/SAM2 usage=With, Resolution=360P, Hardware=Nvidia A6000 GPU2025.05 | 25.2 | 61.8 | 21.6 | 27.2 | 62.7 | 23.9 | 24.8 | 60.3 | 20.6 | 25.7 | 61.6 | 22 | 3.6 | |
| RGA3SAM/SAM2 usage=With, Resolution=360P, Hardware=Nvidia A6000 GPU2025.05 | 22.1 | 59.8 | 16.9 | 23.4 | 61 | 19 | 22.2 | 59.2 | 16.7 | 22.5 | 60 | 17.5 | 8.7 | |
| VideoLISASAM/SAM2 usage=With, Resolution=360P, Hardware=Nvidia A6000 GPU2025.05 | 17.7 | 65.8 | 14 | 12.7 | 71.4 | 5.3 | 11.5 | 70 | 4.6 | 14 | 69 | 8.1 | 6.6 |