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ResearchFormerly WizWand

Semantic Segmentation on Mumbai (mIoU)

0.783mIoUSLUM-i
0.701880.722940.7440.76506Feb 4, 2026
Updated 8mo ago

Evaluation results

MethodLinks
SLUM-iBudget=10%, Backbone=DINOv22026.020.783
UniMatch-v2Budget=10%, Backbone=DINOv22026.020.78
Fully SupervisedBudget=100%, Backbone=DINOv22026.020.78
UniMatch-v2Budget=20%, Backbone=DINOv22026.020.771
Fully SupervisedBudget=100%, Backbone=ResNet2026.020.766
SLUM-iBudget=30%, Backbone=ResNet2026.020.765
UniMatchBudget=20%, Backbone=ResNet2026.020.764
SLUM-iBudget=20%, Backbone=DINOv22026.020.763
SupervisedBudget=30%, Backbone=DINOv22026.020.758
UniMatch-v2Budget=30%, Backbone=DINOv22026.020.758
FixMatchBudget=30%, Backbone=ResNet2026.020.757
FixMatchBudget=10%, Backbone=ResNet2026.020.755
SupervisedBudget=30%, Backbone=ResNet2026.020.752
SLUM-iBudget=20%, Backbone=ResNet2026.020.748
UniMatchBudget=30%, Backbone=ResNet2026.020.741
SupervisedBudget=10%, Backbone=DINOv22026.020.739
SLUM-iBudget=30%, Backbone=DINOv22026.020.739
UniMatchBudget=10%, Backbone=ResNet2026.020.728
SupervisedBudget=10%, Backbone=ResNet2026.020.726
FixMatchBudget=20%, Backbone=ResNet2026.020.72
SLUM-iBudget=10%, Backbone=ResNet2026.020.719
SupervisedBudget=20%, Backbone=ResNet2026.020.713
SupervisedBudget=20%, Backbone=DINOv22026.020.705