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Building Damage Detection on xBD xView2 (test)

63.8F1 Score

Few-Shot

Updated 3mo ago

Evaluation Results

Method	Links
Few-Shot 2026.02		63.8	-	64.3	63.3
UNet Encoder + ResNet18 2026.02		63	-	71	58
DeiT 2026.02		59.9	78.2	64.1	59.3
DINOv2 2026.02		56.5	76	62	57.9
DeiT 2026.02		52.8	73.5	59.2	53.7
DINOv2 2026.02		52.6	73.6	55.3	53.4
ResNet 2026.02		32	-	57.6	27.1