Table 7 Comparison of accuracy, precision, recall and F1 score of different algorithm
From: Reunion helper: an edge matcher for sibling fragment identification of the Dunhuang manuscript
Algorithm scheme | Layer combinations | Accuracy (%) | Precision (%) | Recall (%) | F1 score (%) |
|---|---|---|---|---|---|
1 | resnet18 | 95.217 | 95.293 | 95.217 | 95.166 |
2 | densenet121 | 94.450 | 94.485 | 94.450 | 94.398 |
3 | MobileNetV1 | 93.140 | 93.648 | 93.140 | 93.221 |
4 | MobileNetV1-DSC | 90.028 | 90.658 | 90.028 | 89.685 |
5 | RB+DSC | 96.697 | 96.691 | 96.697 | 96.692 |
6 | DB+DSC | 94.381 | 94.380 | 94.381 | 94.343 |
7 | DB+DSC+MSCL | 94.968 | 95.052 | 94.968 | 94.911 |
8 | RB+DSC+MSCL | 97.630 | 97.668 | 97.630 | 97.638 |