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Table 4 Classification results of various models

From: Mural classification model based on high- and low-level vision fusion

Category Index Mehdipour P. Cheng Lee G. Cheng Lin TFNet
Buddha Precision 59.62 50.00 59.62 53.70 61.54 72.22
Recall rate 57.39 47.62 58.17 51.95 59.22 70.18
F1-score 58.48 48.78 58.89 52.81 60.36 71.19
Bodhisattva Precision 78.43 74.23 73.53 73.20 74.51 81.44
Recall rate 77.10 72.98 73.02 71.49 72.16 80.04
F1-score 77.76 73.60 73.27 72.33 73.32 80.73
Disciple Precision 51.67 47.54 50.00 44.26 50.00 45.90
Recall rate 49.09 46.56 49.12 42.10 48.55 45.01
F1-score 50.35 47.04 49.56 43.15 49.26 45.45
Secular person Precision 90.57 86.08 89.06 87.76 87.55 91.14
Recall rate 88.72 85.43 87.09 85.48 84.99 89.57
F1-score 89.64 85.75 88.06 86.60 86.25 90.35
Animal Precision 64.52 67.74 67.74 56.99 66.67 70.97
Recall rate 63.06 64.28 66.53 56.04 64.30 69.15
F1-score 63.78 65.96 67.13 56.51 65.46 70.05
Plant Precision 72.15 51.25 65.82 57.50 67.09 61.25
Recall rate 70.18 50.25 63.89 57.01 66.44 60.98
F1-score 71.15 50.75 64.84 57.25 66.76 61.11
Building Precision 69.09 74.07 72.73 68.52 69.09 83.33
Recall rate 68.22 72.55 71.02 67.77 68.05 82.83
F1-score 68.65 73.30 71.86 68.14 68.57 83.08
Auspicious cloud Precision 84.78 84.09 93.48 72.73 84.78 90.91
Recall rate 82.51 82.11 91.45 71.93 84.00 90.04
F1-score 83.63 83.09 92.45 72.33 84.39 90.47
Average Precision 78.42 73.86 77.64 72.03 76.31 80.64
Recall rate 76.60 71.25 75.80 69.86 74.73 78.06
F1-score 77.05 71.91 76.28 70.39 75.08 78.63
  1. The maximum value of precision rate, recall rate and F1-score for each class of all models are in italics