Referring Video Segmentation on MeViS (test)
53.7J&F ScoreMPG-SAM 2
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MPG-SAM 22025.01 | 53.7 | 50.7 | 56.7 | |
| Veason-R1-7BZero-shot=true2025.08 | 52.2 | 48.4 | 56 | |
| GLUS-7B2025.08 | 51.3 | 48.5 | 54.2 | |
| Veason-R1-3BZero-shot=true2025.08 | 51.2 | 48.2 | 54.2 | |
| VRS-HQ-13B2025.08 | 50.9 | 48 | 53.7 | |
| STVG-R1training_data=single-object STVG data only2026.02 | 47.3 | 44.7 | 50 | |
| DsHmpReference=CVPR 242025.01 | 46.4 | 43 | 49.8 | |
| VideoGlaMM2026.02 | 45.2 | 42.1 | 48.2 | |
| VISAReference=ECCV'242025.01 | 44.5 | 41.8 | 47.1 | |
| VISA-13B2025.08 | 44.5 | 41.8 | 47.1 | |
| VideoLISA-3.8B2025.08 | 44.4 | 41.3 | 47.6 | |
| VISA2026.02 | 43.5 | 40.7 | 46.3 | |
| TrackGPT2026.02 | 40.1 | 37.6 | 42.6 | |
| LMPMReference=ICCV'232025.01 | 37.2 | 34.2 | 40.2 | |
| LMPM2026.02 | 37.2 | 34.2 | 40.2 | |
| LISA2026.02 | 37.2 | 35.1 | 39.4 | |
| LMPM2025.08 | 37.2 | 34.2 | 40.2 | |
| VLT+TCReference=TPAMI'222025.01 | 35.5 | 33.6 | 37.3 | |
| ReferFormerReference=CVPR 222025.01 | 31 | 29.8 | 32.2 | |
| ReferFormer2026.02 | 31 | 29.8 | 32.2 | |
| MTTRReference=CVPR 222025.01 | 30 | 28.8 | 31.2 | |
| MTTR2026.02 | 30 | 28.8 | 31.2 | |
| LBDTReference=CVPR 222025.01 | 29.3 | 27.8 | 30.8 | |
| URVOSReference=ECCV'202025.01 | 27.8 | 25.7 | 29.9 | |
| URVOS2026.02 | 27.8 | 25.7 | 29.9 |