BRIGHT: A globally distributed multimodal building damage assessment dataset with very-high-resolution for all-weather disaster response

Benchmark Model Rank Results
building-damage-assessment-on-brightChangeMamba#1mIOU: 67.63
building-damage-assessment-on-brightDamageFormer#2mIOU: 67.09
building-damage-assessment-on-brightChangeOS#3mIOU: 65.98
building-damage-assessment-on-brightSiamCRNN#4mIOU: 65.73
building-damage-assessment-on-brightUNet#5mIOU: 64.94
building-damage-assessment-on-brightDeepLabV3+#6mIOU: 64.8
building-damage-assessment-on-brightSiamAttnUNet#7mIOU: 64.26