Building Damage Assessment on xBD v1 (test) benchmark leaderboard · SOTA2 Research

Building Damage Assessment on xBD v1 (test)

0.8738F1 (Floc)MambaBDA-Base

Evaluation Results

Method	Links
MambaBDA-Base2024.04		0.8738	0.7884	0.8141	0.9594	0.6274	0.7646	0.8858
MambaBDA-Tiny2024.04		0.872	0.783	0.8097	0.9584	0.6096	0.7743	0.8823
DamFormer2024.04		0.8686	0.7281	0.7702	0.8986	0.5678	0.7256	0.8051
MambaBDA-Small2024.04		0.8661	0.788	0.8114	0.9599	0.6282	0.7626	0.8837
Siamese-UNet2024.04		0.8592	0.6558	0.7168	0.8674	0.5002	0.6443	0.7168
ChangeOS-1012024.04		0.8569	0.7114	0.755	0.8911	0.5311	0.7244	0.8079
ChangeOS-101-PPS2024.04		0.8569	0.7544	0.7852	0.9281	0.5938	0.7465	0.8329
ChangeOS-502024.04		0.8541	0.7088	0.7524	0.8898	0.5333	0.7124	0.806
ChangeOS-50-PPS2024.04		0.8541	0.7564	0.7857	0.9266	0.6014	0.7418	0.8345
ChangeOS-342024.04		0.8516	0.7028	0.7474	0.8863	0.5238	0.7116	0.8008
ChangeOS-34-PPS2024.04		0.8516	0.7425	0.7752	0.9219	0.5807	0.7284	0.8279
ChangeOS-182024.04		0.8462	0.6987	0.743	0.8861	0.521	0.7036	0.7965
ChangeOS-18-PPS2024.04		0.8462	0.7389	0.7711	0.9238	0.5741	0.7254	0.8262
MTF2024.04		0.836	0.7002	0.741	0.906	0.493	0.722	0.837