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

Heritage Science

Table 7 Comparison of the classification accuracies of different models

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