Table 1 The performance comparison

From: Integrating deep learning and machine learning for ceramic artifact classification and market value prediction

Model version

mAP@50 (%)

Recall (%)

Precision (%)

Best-F1 (conf ≈ 0.34) (%)

YOLOv11

69

89

99

62

YOLOv11(improved)

70

91

98

64

  1. Best-F1 is the maximal value along the confidence sweep.
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