Open-vocabulary semantic segmentation on PASCAL VOC VOC20 2012
78.2mIoUEVA-CLIP + UniRefiner
Evaluation results
| Method | Links | |
|---|---|---|
| EVA-CLIP + UniRefinerViT=8B/14, Background category=Without background category, Protocol=Zero-shot2026.05 | 78.2 | |
| EVA-CLIPViT=8B/14, Background category=Without background category, Protocol=Zero-shot2026.05 | 70.6 | |
| SigLIPv2 + UniRefinerViT=So/16, Background category=Without background category, Protocol=Zero-shot2026.05 | 69.1 | |
| SigLIPv2ViT=So/16, Background category=Without background category, Protocol=Zero-shot2026.05 | 68 | |
| CLIP + UniRefinerViT=G/14, Background category=Without background category, Protocol=Zero-shot2026.05 | 57.3 | |
| CLIPViT=G/14, Background category=Without background category, Protocol=Zero-shot2026.05 | 56 |