Table 7 Comparison of the proposed framework with some state-of-the-art methods on the SIPaKMeD pap smear dataset.

From: A fuzzy rank-based ensemble of CNN models for classification of cervical cytology

Dataset

Method

Accuracy (%)

Precision (%)

Recall (%)

F1-Score (%)

SIPaKMeD 2-Class

Win et al.13

98.27

–

–

–

Proposed method

98.55

98.57

98.52

98.54

SIPaKMeD 5-Class

Plissiti et al.9

95.35

–

–

–

Win et al.13

94.09

–

–

–

Sevi et al.21

88.40

–

–

–

Proposed method

95.43

95.34

95.38

95.36

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