Table 2 Model evaluation indicators with different branch.
From: An intelligent prediction method for rock core integrity based on deep learning
Model | Precision (%) | Recall (%) | F1 (%) | mAP@0.5 (%) | mAP@0.5:0.95 |
|---|---|---|---|---|---|
With branch one | 89.63 | 90.36 | 89.99 | 90.84 | 80.47 |
With branch two | 90.37 | 91.28 | 90.82 | 91.75 | 81.32 |
With two-branch feature extraction network | 92.57 | 93.62 | 93.09 | 94.44 | 84.61 |
