Semantic Segmentation on COCO-Stuff mid-level 27 categories (test)
52.3mIoUCAUSE-TR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CAUSE-TRBackbone=ViT-B/8, Evaluation Protocol=Linear Probing2023.10 | 52.3 | 80.1 | |
| CAUSE-MLPBackbone=ViT-B/8, Evaluation Protocol=Linear Probing2023.10 | 48.3 | 79.8 | |
| CAUSE-TRBackbone=ViT-S/8, Evaluation Protocol=Linear Probing2023.10 | 47.2 | 78.8 | |
| CAUSE-MLPBackbone=ViT-S/8, Evaluation Protocol=Linear Probing2023.10 | 46.4 | 77.3 | |
| HPBackbone=ViT-S/8, Evaluation Protocol=Linear Probing2023.10 | 42.7 | 75.6 | |
| STEGOBackbone=ViT-B/8, Evaluation Protocol=Linear Probing2023.10 | 41 | 76.1 | |
| DINOBackbone=ViT-S/8, Evaluation Protocol=Linear Probing2023.10 | 33.9 | 68.6 | |
| DINOBackbone=ViT-B/8, Evaluation Protocol=Linear Probing2023.10 | 29.4 | 66.8 |