Metric: J&F Full video (higher is better)
| # | Model↕ | J&F Full video▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | UniVS(Swin-L) | 59.4 | Yes | UniVS: Unified and Universal Video Segmentation ... | 2024-02-28 | Code |
| 2 | HINet | 47.9 | No | - | - | - |
| 3 | RefVOS | 45.1 | No | RefVOS: A Closer Look at Referring Expressions f... | 2020-10-01 | Code |
| 4 | RefVOS + SynthRef-YouTube-VIS | 44.8 | Yes | SynthRef: Generation of Synthetic Referring Expr... | 2021-06-08 | Code |
| 5 | Khoreva et al. | 37.1 | No | Video Object Segmentation with Language Referrin... | 2018-03-21 | - |