DAVIS is a state-of-the-art machine learning benchmark indexed on Codesota. This page tracks published model results, top scores per metric, and the SOTA timeline for DAVIS.
J F is the reported evaluation metric for DAVIS. Codesota tracks published model scores on this metric so readers can compare state-of-the-art results across sources and model families.
Higher is better
Muted rows were not state of the art when published — an earlier or same-year result already scored better.
| Rank | Model | Trust | Score | Year | Links | Fix |
|---|---|---|---|---|---|---|
| 01 | DINOv3 (7B) | unverified | 83.3 | 2025 | Paper ↗Code ↗ | Looks wrong? |
| 02 | DINO (ViT-B/8) | unverified | 71.4 | 2021 | Paper ↗Code ↗ | Looks wrong? |