Semantic Segmentation on Lahore
0.825mIoUFully Supervised
Evaluation results
| Method | Links | |
|---|---|---|
| Fully SupervisedBudget=100%, Backbone=DINOv22026.02 | 0.825 | |
| Fully SupervisedBudget=100%, Backbone=ResNet2026.02 | 0.809 | |
| SupervisedBudget=10%, Backbone=ResNet2026.02 | 0.785 | |
| UniMatch-v2Budget=30%, Backbone=DINOv22026.02 | 0.773 | |
| FixMatchBudget=20%, Backbone=ResNet2026.02 | 0.768 | |
| SupervisedBudget=30%, Backbone=DINOv22026.02 | 0.759 | |
| SLUM-iBudget=30%, Backbone=DINOv22026.02 | 0.759 | |
| SupervisedBudget=20%, Backbone=ResNet2026.02 | 0.758 | |
| UniMatchBudget=20%, Backbone=ResNet2026.02 | 0.757 | |
| FixMatchBudget=30%, Backbone=ResNet2026.02 | 0.757 | |
| SLUM-iBudget=20%, Backbone=ResNet2026.02 | 0.754 | |
| UniMatch-v2Budget=10%, Backbone=DINOv22026.02 | 0.75 | |
| SupervisedBudget=20%, Backbone=DINOv22026.02 | 0.75 | |
| SLUM-iBudget=30%, Backbone=ResNet2026.02 | 0.742 | |
| SLUM-iBudget=20%, Backbone=DINOv22026.02 | 0.74 | |
| UniMatch-v2Budget=20%, Backbone=DINOv22026.02 | 0.736 | |
| FixMatchBudget=10%, Backbone=ResNet2026.02 | 0.73 | |
| SLUM-iBudget=10%, Backbone=DINOv22026.02 | 0.728 | |
| SupervisedBudget=30%, Backbone=ResNet2026.02 | 0.722 | |
| SupervisedBudget=10%, Backbone=DINOv22026.02 | 0.719 | |
| UniMatchBudget=10%, Backbone=ResNet2026.02 | 0.711 | |
| UniMatchBudget=30%, Backbone=ResNet2026.02 | 0.711 | |
| SLUM-iBudget=10%, Backbone=ResNet2026.02 | 0.695 |