Table 6 Experimental results of different modules on the crack500. ②
From: A lightweight crack segmentation network based on the importance-enhanced Mamba model
Test Method | IE-Scan | CNN | AG Modules | Precision/% ↑ | Recall/% ↑ | F1/% ↑ | mIoU/% ↑ |
|---|---|---|---|---|---|---|---|
① | ✗ | ✗ | ✗ | 68.93 | 70.36 | 69.27 | 66.48 |
② | ✔ | ✗ | ✗ | 71.37 | 72.41 | 71.83 | 70.15 |
③ | ✔ | ✔ | ✗ | 71.71 | 72.84 | 71.94 | 70.35 |
④ | ✗ | ✔ | ✔ | 70.86 | 71.49 | 70.97 | 68.32 |
⑤ | ✗ | ✔ | ✗ | 69.04 | 71.07 | 70.12 | 67.18 |
⑥ | ✔ | ✔ | ✔ | 72.29 | 73.45 | 73.01 | 72.93 |
