Semantic Segmentation on N. Nairobi
74.7mIoUFully Supervised
Evaluation results
| Method | Links | |
|---|---|---|
| Fully SupervisedBudget=100%, Backbone=ResNet2026.02 | 74.7 | |
| UniMatchBudget=30%, Backbone=ResNet2026.02 | 74.1 | |
| UniMatchBudget=20%, Backbone=ResNet2026.02 | 73.3 | |
| SLUM-iBudget=30%, Backbone=ResNet2026.02 | 73.2 | |
| UniMatch-v2Budget=30%, Backbone=DINOv22026.02 | 72.9 | |
| SupervisedBudget=30%, Backbone=ResNet2026.02 | 72.5 | |
| SupervisedBudget=20%, Backbone=ResNet2026.02 | 72.3 | |
| SLUM-iBudget=20%, Backbone=ResNet2026.02 | 72.2 | |
| SLUM-iBudget=30%, Backbone=DINOv22026.02 | 71.9 | |
| SLUM-iBudget=10%, Backbone=DINOv22026.02 | 71.7 | |
| UniMatch-v2Budget=20%, Backbone=DINOv22026.02 | 71.7 | |
| UniMatch-v2Budget=10%, Backbone=DINOv22026.02 | 71.3 | |
| UniMatchBudget=10%, Backbone=ResNet2026.02 | 71 | |
| FixMatchBudget=20%, Backbone=ResNet2026.02 | 71 | |
| SLUM-iBudget=20%, Backbone=DINOv22026.02 | 71 | |
| SLUM-iBudget=10%, Backbone=ResNet2026.02 | 70.9 | |
| SupervisedBudget=20%, Backbone=DINOv22026.02 | 70.9 | |
| FixMatchBudget=30%, Backbone=ResNet2026.02 | 70.8 | |
| Fully SupervisedBudget=100%, Backbone=DINOv22026.02 | 70.8 | |
| SupervisedBudget=30%, Backbone=DINOv22026.02 | 69.8 | |
| SupervisedBudget=10%, Backbone=DINOv22026.02 | 69 | |
| FixMatchBudget=10%, Backbone=ResNet2026.02 | 64.9 | |
| SupervisedBudget=10%, Backbone=ResNet2026.02 | 64.7 |