Semantic Segmentation on Cityscapes 27 Classes (test)
94.5AccuracyCAUSE-TR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CAUSE-TRBackbone=ViT-B/8, Evaluation Protocol=Linear Probing2023.10 | 94.5 | 40.2 | |
| CAUSE-TRBackbone=ViT-S/8, Evaluation Protocol=Linear Probing2023.10 | 93.5 | 37.2 | |
| CAUSE-MLPBackbone=ViT-B/8, Evaluation Protocol=Linear Probing2023.10 | 93.4 | 38.2 | |
| CAUSE-MLPBackbone=ViT-S/8, Evaluation Protocol=Linear Probing2023.10 | 92.1 | 35.2 | |
| HPBackbone=ViT-S/8, Evaluation Protocol=Linear Probing2023.10 | 91.2 | 30.6 | |
| STEGOBackbone=ViT-B/8, Evaluation Protocol=Linear Probing2023.10 | 90.3 | 26.8 | |
| DINOBackbone=ViT-S/8, Evaluation Protocol=Linear Probing2023.10 | 84.6 | 22.8 | |
| DINOBackbone=ViT-B/8, Evaluation Protocol=Linear Probing2023.10 | 84.2 | 23 | |
| STEGOEvaluation Protocol=Unsupervised2022.03 | 73.2 | 21 | |
| PiCIEEvaluation Protocol=Unsupervised2022.03 | 65.5 | 12.3 | |
| IICEvaluation Protocol=Unsupervised2022.03 | 47.9 | 6.4 | |
| MDCEvaluation Protocol=Unsupervised2022.03 | 40.7 | 7.1 |