Video Object Segmentation on Ref-YTVOS
70.4J&F ScoreVRS-HQ
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| VRS-HQMLLM=Chat-UniVi-7B, Training Protocol=training-based2025.10 | 70.4 | 68.3 | 72.5 | |
| GLUSMLLM=LLaVA-7B, Training Protocol=training-based2025.10 | 67.3 | 65.5 | 69 | |
| VideoLISAMLLM=LLaVA-Phi-3-V, Training Protocol=training-based2025.10 | 63.7 | 61.7 | 65.7 | |
| VISAMLLM=Chat-UniVi-7B, Training Protocol=training-based2025.10 | 61.5 | 59.8 | 63.2 | |
| DecAFMLLM=Qwen2.5VL-7B, Training Protocol=training-free2025.10 | 59.9 | 56.2 | 63.5 | |
| Loc-HeadMLLM=Qwen2.5VL-7B, Training Protocol=training-free2025.10 | 51 | 46.8 | 55.2 |