Metric: mIoU (higher is better)
| # | Model↕ | mIoU▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | CorrCLIP | 44.9 | No | CorrCLIP: Reconstructing Correlations in CLIP wi... | 2024-11-15 | Code |
| 2 | TextRegion | 41.2 | No | TextRegion: Text-Aligned Region Tokens from Froz... | 2025-05-29 | Code |
| 3 | Trident | 40.1 | No | Harnessing Vision Foundation Models for High-Per... | 2024-11-14 | Code |
| 4 | ProxyCLIP | 35.4 | No | ProxyCLIP: Proxy Attention Improves CLIP for Ope... | 2024-08-09 | Code |