| Benchmark | Model | Rank | Results |
|---|---|---|---|
| referring-expression-segmentation-on-refer-youtube-vos-2021-public-validation | Sa2VA-26B (extra data) | #1 | J&F: 75.1 |
| referring-video-object-segmentation-on-ref-davis17 | Sa2VA-Qwen2.5VL-7B (extra data) | #5 | J&F: 79.4 |
| referring-video-object-segmentation-on-revos | Sa2VA-InternVL3-8B (extra data) | #11 | J&F: 60.8 |
| referring-video-object-segmentation-on-mevis | Sa2VA-8B (extra data) | #23 | J&F: 46.9 |