Metric: mIoU (higher is better)
| # | Model↕ | mIoU▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | COSMOS ViT-B/16 | 17.7 | No | COSMOS: Cross-Modality Self-Distillation for Vis... | 2024-12-02 | Code |
| 2 | GEM (MetaCLIP) | 17.1 | No | Grounding Everything: Emerging Localization Prop... | 2023-12-01 | Code |
| 3 | GEM (CLIP) | 15.7 | No | Grounding Everything: Emerging Localization Prop... | 2023-12-01 | Code |
| 4 | CLIPSurgery | 12.9 | No | A Closer Look at the Explainability of Contrasti... | 2023-04-12 | Code |
| 5 | MaskCLIP | 10.2 | No | Extract Free Dense Labels from CLIP | 2021-12-02 | Code |