Semantic Segmentation on Medellin
94.7mIoUFully Supervised
Evaluation results
| Method | Links | |
|---|---|---|
| Fully SupervisedBudget=100%, Backbone=DINOv22026.02 | 94.7 | |
| SLUM-iBudget=30%, Backbone=ResNet2026.02 | 92.5 | |
| SLUM-iBudget=20%, Backbone=ResNet2026.02 | 90.9 | |
| SLUM-iBudget=10%, Backbone=ResNet2026.02 | 90.8 | |
| UniMatch-v2Budget=30%, Backbone=DINOv22026.02 | 90.4 | |
| SupervisedBudget=30%, Backbone=ResNet2026.02 | 90.1 | |
| UniMatchBudget=30%, Backbone=ResNet2026.02 | 90 | |
| SLUM-iBudget=10%, Backbone=DINOv22026.02 | 89.9 | |
| SLUM-iBudget=30%, Backbone=DINOv22026.02 | 89.2 | |
| Fully SupervisedBudget=100%, Backbone=ResNet2026.02 | 88.1 | |
| SupervisedBudget=30%, Backbone=DINOv22026.02 | 87.8 | |
| UniMatchBudget=10%, Backbone=ResNet2026.02 | 87.1 | |
| UniMatch-v2Budget=10%, Backbone=DINOv22026.02 | 86.8 | |
| UniMatch-v2Budget=20%, Backbone=DINOv22026.02 | 86.1 | |
| SLUM-iBudget=20%, Backbone=DINOv22026.02 | 86.1 | |
| FixMatchBudget=20%, Backbone=ResNet2026.02 | 85.9 | |
| UniMatchBudget=20%, Backbone=ResNet2026.02 | 81.4 | |
| FixMatchBudget=30%, Backbone=ResNet2026.02 | 80.2 | |
| FixMatchBudget=10%, Backbone=ResNet2026.02 | 71.5 | |
| SupervisedBudget=10%, Backbone=DINOv22026.02 | 22.7 | |
| SupervisedBudget=20%, Backbone=DINOv22026.02 | 22.7 | |
| SupervisedBudget=10%, Backbone=ResNet2026.02 | 15 | |
| SupervisedBudget=20%, Backbone=ResNet2026.02 | 15 |