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Table 7 Comparison of the classification accuracies of different models

From: Dynasty recognition algorithm of an adaptive enhancement capsule network for ancient mural images

Category Reference [14] Reference [25] Reference [26] Reference [27] AECN
Northern Wei Dynasty 90.63 89.63 90.32 89.68 92.41
Northern Zhou Dynasty 81.45 86.95 85.38 86.53 87.91
Sui Dynasty 93.16 94.45 91.74 92.57 96.11
Tang Dynasty 56.42 63.42 57.98 70.34 65.27
The Five Dynasties 81.24 78.87 72.42 76.78 79.61
Western Wei Dynasty 80.51 83.66 78.63 82.56 85.35
Average 80.57 82.83 79.41 83.07 84.44