Referring Video Object Segmentation on MeViS (val-u)
72.2J&F ScoreMolmoPoint-8B
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MolmoPoint-8BCategory=MolmoPoint2026.03 | 72.2 | 77 | 73.8 | |
| Molmo2-8BCategory=Fully open2026.03 | 70.8 | 75.9 | 72.6 | |
| Molmo2-4BCategory=Fully open2026.03 | 70 | 75.5 | 72.4 | |
| Molmo2-O-7BCategory=Fully open2026.03 | 69.7 | 76.1 | 72.3 | |
| Sa2VA-Qwen3-VL-4BCategory=Specialized open models2026.03 | 57.1 | — | — | |
| Sa2VA-8BCategory=Specialized open models2026.03 | 57 | — | — | |
| VideoMolmo-7BCategory=Fully open2026.03 | 57 | 59.4 | — | |
| VideoLISACategory=Specialized open models2026.03 | 53.2 | — | — | |
| Gemini 2.5 ProCategory=API call only2026.03 | 52.8 | 41.2 | 35 | |
| Molmo + SAM 2Category=Fully open2026.03 | 51.5 | 53.8 | — | |
| Gemini 3 ProCategory=API call only2026.03 | 51.1 | 42.3 | 36 | |
| VideoGLaMMCategory=Specialized open models2026.03 | 50.6 | — | — | |
| Qwen3-VL-8BCategory=Open weights only2026.03 | 34.4 | 30.1 | 23.8 | |
| Gemini 2.5 FlashCategory=API call only2026.03 | 31.8 | 24 | 19.9 | |
| Qwen3-VL-4BCategory=Open weights only2026.03 | 30.6 | 23.3 | 18.7 | |
| GPT-5Category=API call only2026.03 | 26.5 | 17.3 | 14 | |
| GPT-5 miniCategory=API call only2026.03 | 15.4 | 8.5 | 6.8 |