Table 8 Comparison of the experimental results of the four different neural networks
From: Dynasty recognition algorithm of an adaptive enhancement capsule network for ancient mural images
Network | Accuracy/% | mAP/% | mAR/% | mF1/% |
|---|---|---|---|---|
AECN | 84.44 | 83.96 | 83.75 | 82.36 |
VGG16 | 16.5 | 28.33 | 16.67 | 2.75 |
CapsNet | 72.83 | 73.51 | 72.97 | 74.07 |
CPCPC | 17.67 | 5.00 | 16.67 | 2.94 |