Referring Video Object Segmentation on ReVOS Overall
66.3Jaccard Score (J)VIRST
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| VIRSTVenue=-2026.03 | 66.3 | 70.6 | 68.4 | 21.8 | |
| VRS-HQ-13BCategory=MLLM-based Segmentation Method, Venue=CVPR'252026.03 | 57.6 | 62.5 | 60 | 18.9 | |
| VRS-HQ-7BCategory=MLLM-based Segmentation Method, Venue=CVPR'252026.03 | 56.6 | 61.6 | 59.1 | 19.7 | |
| RGA3-7BCategory=MLLM-based Segmentation Method, Venue=ICCV'252026.03 | 55.9 | 60 | 58 | 28.6 | |
| ViLLa-6BCategory=MLLM-based Segmentation Method, Venue=ICCV'252026.03 | 54.9 | 59.1 | 57 | — | |
| HyperSegCategory=MLLM-based Segmentation Method, Venue=CVPR'252026.03 | 53.1 | 58.4 | 55.7 | — | |
| InstructSegCategory=MLLM-based Segmentation Method, Venue=ICCV'252026.03 | 52 | 56.9 | 54.5 | — | |
| VISA-13BCategory=MLLM-based Segmentation Method, Venue=ECCV'242026.03 | 48.8 | 52.9 | 50.9 | 15.5 | |
| VISA-7BCategory=MLLM-based Segmentation Method, Venue=ECCV'242026.03 | 44.9 | 49 | 46.9 | 15.5 | |
| LISA-7BCategory=MLLM-based Segmentation Method, Venue=CVPR'242026.03 | 39.1 | 42.7 | 40.9 | 9.3 | |
| ReferFormerCategory=Segmentation Expert, Venue=CVPR'222026.03 | 26.2 | 29.9 | 28.1 | 8.8 | |
| MTTRCategory=Segmentation Expert, Venue=ECCV'222026.03 | 25.1 | 25.9 | 25.5 | 5.6 | |
| LMPMCategory=Segmentation Expert, Venue=ICCV'232026.03 | 21.2 | 27.1 | 26.8 | 3.8 |