Metric: mIoU (higher is better)
| # | Model↕ | mIoU▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | FC-CLIP | 56.2 | No | Convolutions Die Hard: Open-Vocabulary Segmentat... | 2023-08-04 | Code |
| 2 | SimSeg | 34.5 | No | A Simple Baseline for Open-Vocabulary Semantic S... | 2021-12-29 | Code |
| 3 | TTD (TCL) | 32 | No | TTD: Text-Tag Self-Distillation Enhancing Image-... | 2024-03-30 | Code |
| 4 | CLIP Surgery (CLIP without any fine-tuning) | 31.4 | No | A Closer Look at the Explainability of Contrasti... | 2023-04-12 | Code |
| 5 | TTD (MaskCLIP) | 27 | No | TTD: Text-Tag Self-Distillation Enhancing Image-... | 2024-03-30 | Code |