EURASIP Journal on Advances in Signal Processing

Table 5 Comparison of the accuracy rates of different models for different categories of murals

From: Application of a modified Inception-v3 model in the dynasty-based classification of ancient murals

	Stone Age	Qin/Han Dynasty	Sui/Tang Dynasty	Song/Jin Period	Weijin Period	Ming/Qing Dynasty	Average
Literature [25]	93.23	80.36	75.43	79.86	86.32	80.46	82.61
Literature [26]	90.45	82.70	79.54	76.50	88.53	76.45	82.36
Literature [27]	93.57	79.76	77.87	86.12	89.60	85.30	85.37
Literature [28]	98.95	83.21	80.58	78.8	85.65	80.39	83.26
Paper model	97.50	85.82	85.67	83.80	92.64	83.89	88.4

Note: The bold numbers represent the highest classification accuracy rates

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