Building Damage Assessment on BRIGHT benchmark leaderboard · SOTA2 Research

Building Damage Assessment on BRIGHT

91.71F1 (bcd)STSF-Net

Evaluation Results

Method	Links
STSF-Net2026.04		91.71	75.83	96.1	67.91	96.78	75.01	43.06	56.8
GSTM-SCD2026.04		90.51	73.96	95.88	66.83	96.63	73.75	41.09	55.86
DamageFormer2026.04		89.92	72.22	95.95	66.09	96.75	74.3	40.35	52.98
ChangeOS2026.04		89.6	71.88	95.84	65.98	96.54	73.85	38.99	54.53
SiamCRNN2026.04		88.77	68.71	95.42	63.37	96.32	71.45	35.06	50.67
SiamAttnUNet2026.04		87.21	70.22	94.99	62.82	95.83	69.45	36.03	49.96
Sigma2026.04		86.82	64.2	95.16	62.31	95.86	70.15	35.27	47.95
UNet2026.04		86.01	62.94	94.6	59.22	95.46	67.35	28.44	45.63
HGINet2026.04		83.89	30.58	94.17	50.7	95.18	65.76	7.76	34.08
DeepLabV3+2026.04		82.61	70.33	93.6	59.37	94.82	63.96	32.19	46.53