| Benchmark | Model | Rank | Results |
|---|---|---|---|
| reasoning-segmentation-on-reasonseg | HyperSeg-3B | #2 | gIoU: 59.2cIoU: 56.7 |
| referring-video-object-segmentation-on-refvos-davis | HyperSeg-3B | #5 | J&F: 71.2 |
| referring-expression-segmentation-on-refer-youtube-vos-2021-public-validation | HyperSeg-3B | #13 | J&F: 68.5 |
| referring-video-object-segmentation-on-revos | HyperSeg-3B | #15 | J&F: 55.7 |