Referring Video Object Segmentation on MeViS Large-scale (val_u)
60J&FVideoSEG-O3-4B
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| VideoSEG-O3-4BMethod Category=MLLM-based Methods, Model Scale=4B2026.06 | 60 | 57 | 63 | |
| UniPixel-7BMethod Category=MLLM-based Methods, Model Scale=7B2026.06 | 55.8 | 53.2 | 58.3 | |
| VideoSEG-O3-2BMethod Category=MLLM-based Methods, Model Scale=2B2026.06 | 55.6 | 52.5 | 58.6 | |
| GLUS-7BMethod Category=MLLM-based Methods, Model Scale=7B2026.06 | 51.3 | 48.5 | 54.2 | |
| SAMWISEMethod Category=Specialized Methods2026.06 | 49.5 | 46.6 | 52.4 | |
| ReferDINOMethod Category=Specialized Methods2026.06 | 49.3 | 44.7 | 53.9 | |
| Sa2VA-8BMethod Category=MLLM-based Methods, Model Scale=8B2026.06 | 46.2 | — | — | |
| VideoLISA-3.8BMethod Category=MLLM-based Methods, Model Scale=3.8B2026.06 | 44.4 | 41.3 | 47.6 | |
| VISA-7BMethod Category=MLLM-based Methods, Model Scale=7B2026.06 | 43.5 | 40.7 | 46.3 | |
| LISA-7BMethod Category=MLLM-based Methods, Model Scale=7B2026.06 | 37.2 | 35.1 | 39.4 |