Referring Video Object Segmentation on Ambi-RVOS Simple
63.7J&F ScoreIC-Seg-8B
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| IC-Seg-8BType=MLLM-based methods, Parameters=8B2026.05 | 63.7 | 60.3 | 67 | |
| IC-Seg-4BType=MLLM-based methods, Parameters=4B2026.05 | 63.3 | 60.3 | 66.2 | |
| Qwen3-VL-8B*Type=MLLM-based methods, Parameters=8B, Baseline=True2026.05 | 43.8 | 40.6 | 47 | |
| UniPixel-7BType=MLLM-based methods, Parameters=7B2026.05 | 42.4 | 37.9 | 46.8 | |
| GLUS-7BType=MLLM-based methods, Parameters=7B2026.05 | 37.8 | 33.9 | 41.8 | |
| RGA3-7BType=MLLM-based methods, Parameters=7B2026.05 | 37.3 | 33 | 41.5 | |
| Qwen3-VL-4B*Type=MLLM-based methods, Parameters=4B, Baseline=True2026.05 | 35.8 | 33.5 | 38 | |
| ReferDINOType=Specialist RVOS models2026.05 | 33.2 | 29.9 | 36.5 | |
| SAMWISEType=Specialist RVOS models2026.05 | 29.8 | 26.3 | 33.4 | |
| Veason-R1-3BType=MLLM-based methods, Parameters=3B2026.05 | 22.6 | 19.1 | 26.2 | |
| SAM3Type=Specialist RVOS models2026.05 | 21.6 | 20.9 | 22.3 |