Open-vocabulary Semantic Segmentation on Aggregate VOC, Context, ADE, Cityscapes, COCO Stuff
39Average mIoU+CS & AMF (GCLIP)
Evaluation results
| Method | Links | |
|---|---|---|
| +CS & AMF (GCLIP)Pub. & Year=Ours, Setting=TF-OVSS2025.02 | 39 | |
| +CSPub. & Year=Ours, Setting=TF-OVSS2025.02 | 38 | |
| ClearCLIPPub. & Year=ECCV’24, Setting=TF-OVSS2025.02 | 37.5 | |
| GEM‡Pub. & Year=CVPR’24, Setting=TF-OVSS2025.02 | 37.2 | |
| SCLIPPub. & Year=ECCV’24, Setting=TF-OVSS2025.02 | 37.1 | |
| TCLPub. & Year=CVPR’23, Setting=T-OVSS2025.02 | 33.1 | |
| ReCLIPPub. & Year=CVPR’24, Setting=USS2025.02 | 32.8 | |
| MaskCLIP+†Pub. & Year=ECCV’22, Setting=USS2025.02 | 31.6 | |
| GroupViT‡Pub. & Year=CVPR’22, Setting=T-OVSS2025.02 | 27.7 | |
| MaskCLIP†Pub. & Year=ECCV’22, Setting=TF-OVSS2025.02 | 22.8 | |
| CLIP‡Pub. & Year=ICML’21, Setting=TF-OVSS2025.02 | 12.6 |