Building Damage Assessment on BRIGHT
91.71F1 (bcd)STSF-Net
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| STSF-NetReference=Proposed2026.04 | 91.71 | 75.83 | 96.1 | 67.91 | 96.78 | 75.01 | 43.06 | 56.8 | |
| GSTM-SCDReference=ISPRS’252026.04 | 90.51 | 73.96 | 95.88 | 66.83 | 96.63 | 73.75 | 41.09 | 55.86 | |
| DamageFormerReference=IGARSS’222026.04 | 89.92 | 72.22 | 95.95 | 66.09 | 96.75 | 74.3 | 40.35 | 52.98 | |
| ChangeOSReference=RSE’212026.04 | 89.6 | 71.88 | 95.84 | 65.98 | 96.54 | 73.85 | 38.99 | 54.53 | |
| SiamCRNNReference=TGRS’202026.04 | 88.77 | 68.71 | 95.42 | 63.37 | 96.32 | 71.45 | 35.06 | 50.67 | |
| SiamAttnUNetReference=ISPRS’212026.04 | 87.21 | 70.22 | 94.99 | 62.82 | 95.83 | 69.45 | 36.03 | 49.96 | |
| SigmaReference=WACV’252026.04 | 86.82 | 64.2 | 95.16 | 62.31 | 95.86 | 70.15 | 35.27 | 47.95 | |
| UNetReference=MICCAI’152026.04 | 86.01 | 62.94 | 94.6 | 59.22 | 95.46 | 67.35 | 28.44 | 45.63 | |
| HGINetReference=ISPRS’242026.04 | 83.89 | 30.58 | 94.17 | 50.7 | 95.18 | 65.76 | 7.76 | 34.08 | |
| DeepLabV3+Reference=ECCV’182026.04 | 82.61 | 70.33 | 93.6 | 59.37 | 94.82 | 63.96 | 32.19 | 46.53 |