Video Object Segmentation on MeViS
52.2J&F ScoreVeason-R1
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Veason-R1MLLM=Qwen2.5VL-7B, Training Protocol=training-based2025.10 | 52.2 | 48.4 | 56 | |
| GLUSMLLM=LLaVA-7B, Training Protocol=training-based2025.10 | 51.3 | 48.5 | 54.2 | |
| VRS-HQMLLM=Chat-UniVi-7B, Training Protocol=training-based2025.10 | 50.6 | 47.6 | 53.7 | |
| DecAFMLLM=Qwen2.5VL-7B, Training Protocol=training-free2025.10 | 48.1 | 44 | 52.1 | |
| VISAMLLM=Chat-UniVi-7B, Training Protocol=training-based2025.10 | 44.5 | 41.8 | 47.1 | |
| VideoLISAMLLM=LLaVA-Phi-3-V, Training Protocol=training-based2025.10 | 44.4 | 41.3 | 47.6 | |
| Loc-HeadMLLM=Qwen2.5VL-7B, Training Protocol=training-free2025.10 | 39.4 | 35.2 | 43.6 |