Semantic Segmentation on Makoko
74mIoUFully Supervised
Evaluation results
| Method | Links | |
|---|---|---|
| Fully SupervisedBudget=100%, Backbone=ResNet2026.02 | 74 | |
| FixMatchBudget=30%, Backbone=ResNet2026.02 | 67.9 | |
| SLUM-iBudget=30%, Backbone=DINOv22026.02 | 66.5 | |
| UniMatch-v2Budget=20%, Backbone=DINOv22026.02 | 66 | |
| SLUM-iBudget=20%, Backbone=ResNet2026.02 | 65.9 | |
| SLUM-iBudget=20%, Backbone=DINOv22026.02 | 65.8 | |
| UniMatch-v2Budget=30%, Backbone=DINOv22026.02 | 63.4 | |
| FixMatchBudget=10%, Backbone=ResNet2026.02 | 61.9 | |
| UniMatchBudget=20%, Backbone=ResNet2026.02 | 61.8 | |
| SLUM-iBudget=10%, Backbone=ResNet2026.02 | 58.9 | |
| SLUM-iBudget=30%, Backbone=ResNet2026.02 | 58.4 | |
| FixMatchBudget=20%, Backbone=ResNet2026.02 | 58 | |
| UniMatchBudget=10%, Backbone=ResNet2026.02 | 56 | |
| Fully SupervisedBudget=100%, Backbone=DINOv22026.02 | 48.5 | |
| UniMatch-v2Budget=10%, Backbone=DINOv22026.02 | 41.9 | |
| SLUM-iBudget=10%, Backbone=DINOv22026.02 | 41.3 | |
| UniMatchBudget=30%, Backbone=ResNet2026.02 | 40.4 | |
| SupervisedBudget=10%, Backbone=DINOv22026.02 | 20.8 | |
| SupervisedBudget=20%, Backbone=DINOv22026.02 | 20.8 | |
| SupervisedBudget=30%, Backbone=DINOv22026.02 | 20.8 | |
| SupervisedBudget=10%, Backbone=ResNet2026.02 | 15.8 | |
| SupervisedBudget=20%, Backbone=ResNet2026.02 | 15.8 | |
| SupervisedBudget=30%, Backbone=ResNet2026.02 | 15.8 |