2D Semantic Segmentation On Xbd

Weighted Average F1-score

Results

Performance results of various models on this benchmark

		Paper Title
MambaBDA-Base	0.8141	ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space Model
BDANet	0.806	BDANet: Multiscale Convolutional Neural Network with Cross-directional Attention for Building Damage Assessment from Satellite Images
Double branch U-Net	0.804	Cross-directional Feature Fusion Network for Building Damage Assessment from Satellite Imagery
Double branch U-Net	0.741	Building Disaster Damage Assessment in Satellite Imagery with Multi-Temporal Fusion
Baseline Model	0.265	xBD: A Dataset for Assessing Building Damage from Satellite Imagery

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