Reasoning Video Object Segmentation on ReVOS In-Domain
67.7Overall J&F ScoreVideoSEG-O3-4B
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| VideoSEG-O3-4BFramework=RL-based2026.06 | 67.7 | 70.3 | 67.7 | 72.9 | 65.1 | 62.4 | 67.9 | 65 | 70.4 | |
| VideoSEG-O3-2BFramework=RL-based2026.06 | 64.8 | 67.5 | 65 | 70 | 62 | 59 | 65 | 62 | 67.5 | |
| UniPixel-7BFramework=SFT-based2026.06 | 63.7 | 65.8 | 63.9 | 67.8 | 61.5 | 59.4 | 63.7 | 61.7 | 65.7 | |
| Veason-R1-7BFramework=RL-based2026.06 | 61.3 | 63.6 | 60.7 | 66.5 | 59 | 55.8 | 62.2 | 58.2 | 64.4 | |
| VideoSeg-R1-7BFramework=RL-based2026.06 | 61.1 | — | — | — | — | — | — | 58.2 | 64 | |
| VRS-HQ-7BFramework=SFT-based2026.06 | 59.1 | 62.1 | 59.8 | 64.5 | 56.1 | 53.5 | 58.7 | 56.6 | 61.6 | |
| HyperSeg-3BFramework=SFT-based2026.06 | 55.7 | 58.5 | 56 | 60.9 | 53 | 50.2 | 55.8 | 53.1 | 58.4 | |
| VISA-13BFramework=SFT-based2026.06 | 50.9 | 57.4 | 55.6 | 59.1 | 44.3 | 42 | 46.7 | 48.8 | 52.9 | |
| TrackGPT-13BFramework=SFT-based2026.06 | 45 | 49.5 | 48.3 | 50.6 | 40.5 | 38.1 | 42.9 | 43.2 | 46.8 |