Structural Damage Assessment on BLAST-7
88.98F1 (Localization)Blast-Mamba
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Blast-MambaType=Mamba-based2026.04 | 88.98 | 88.3 | 88.5 | 93.54 | 77.96 | 95.64 | |
| Mamba-BDA-SmallType=Mamba-based2026.04 | 87.25 | 78.24 | 80.94 | 90.83 | 58.76 | 96.9 | |
| SiamCRNNType=CNN-based2026.04 | 85.66 | 71.74 | 75.91 | 84.9 | 51.03 | 95.73 | |
| DamFormerType=Transformer-based2026.04 | 85.14 | 79.54 | 81.22 | 87.03 | 63.18 | 96.16 | |
| UNetType=CNN-based2026.04 | 82.32 | 51.79 | 60.95 | 73.82 | 30.75 | 84.28 | |
| SiamAttnUNetType=CNN-based2026.04 | 82.05 | 60.56 | 67.01 | 71.79 | 41.79 | 85.63 | |
| DeepLabV3+Type=CNN-based2026.04 | 81.43 | 70.61 | 73.85 | 77.66 | 53.78 | 90.76 |