Video Object Segmentation on ReVOS
65J&F ScoreRefer-Agent
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Refer-AgentMLLM=Ovis2.5-9B, Protocol=Zero-shot2026.02 | 65 | 62.3 | 67.7 | |
| VRS-HQMLLM=Chat-UniVi-13B, Protocol=SFT-based2026.02 | 63.3 | 61.1 | 65.5 | |
| RGA3MLLM=Qwen2.5-VL-7B, Protocol=SFT-based2026.02 | 60.5 | 58.7 | 62.3 | |
| HyperSegMLLM=Mipha-3B, Protocol=SFT-based2026.02 | 58.5 | 56 | 60.9 | |
| GLUSMLLM=LISA-7B, Protocol=SFT-based2026.02 | 58.3 | 56 | 60.7 | |
| VISAMLLM=Chat-UniVi-13B, Protocol=SFT-based2026.02 | 57.4 | 55.6 | 59.1 | |
| InstructSegMLLM=Mipha-3B, Protocol=SFT-based2026.02 | 57 | 54.8 | 59.2 |