Semantic Segmentation on El Daein
80.1mIoUFully Supervised
Evaluation results
| Method | Links | |
|---|---|---|
| Fully SupervisedBudget=100%, Backbone=DINOv22026.02 | 80.1 | |
| Fully SupervisedBudget=100%, Backbone=ResNet2026.02 | 75.2 | |
| SLUM-iBudget=30%, Backbone=ResNet2026.02 | 74.9 | |
| SLUM-iBudget=30%, Backbone=DINOv22026.02 | 74.9 | |
| SLUM-iBudget=20%, Backbone=DINOv22026.02 | 74.4 | |
| UniMatch-v2Budget=30%, Backbone=DINOv22026.02 | 74.4 | |
| UniMatch-v2Budget=20%, Backbone=DINOv22026.02 | 73.8 | |
| FixMatchBudget=30%, Backbone=ResNet2026.02 | 73.5 | |
| SupervisedBudget=20%, Backbone=DINOv22026.02 | 72.9 | |
| UniMatchBudget=20%, Backbone=ResNet2026.02 | 72.8 | |
| SupervisedBudget=30%, Backbone=DINOv22026.02 | 72.7 | |
| FixMatchBudget=20%, Backbone=ResNet2026.02 | 71.5 | |
| UniMatchBudget=30%, Backbone=ResNet2026.02 | 70.8 | |
| SupervisedBudget=20%, Backbone=ResNet2026.02 | 70.7 | |
| UniMatchBudget=10%, Backbone=ResNet2026.02 | 70.2 | |
| SLUM-iBudget=20%, Backbone=ResNet2026.02 | 70.2 | |
| UniMatch-v2Budget=10%, Backbone=DINOv22026.02 | 69.2 | |
| SupervisedBudget=10%, Backbone=DINOv22026.02 | 69.1 | |
| SLUM-iBudget=10%, Backbone=ResNet2026.02 | 68 | |
| SLUM-iBudget=10%, Backbone=DINOv22026.02 | 68 | |
| SupervisedBudget=30%, Backbone=ResNet2026.02 | 67.7 | |
| FixMatchBudget=10%, Backbone=ResNet2026.02 | 67.4 | |
| SupervisedBudget=10%, Backbone=ResNet2026.02 | 52.4 |