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. 2022 Dec 22;12(1):17. doi: 10.3390/pathogens12010017

Table 6.

Accuracy comparison between the existing models and the proposed BNCNN model.

Model 3-Way Classification 2-Way Classification
Ozturk et al. (2020) [21] 87 98
Khan et al. (2020) [22] 95 N/A
Apostolopoulos and Mpesiana (2020) [23] 93.48 N/A
Wang et al. (2020) [24] 92.4 N/A
Sethy and Behera (2020) [25] 95.38 N/A
Horry et al. (2020) [26] 86 N/A
Rahimzadeh and Attar (2020) [27] 94.2 99.1
Song et al. (2021) [28] 81 N/A
Hussain et al. (2021) [29] 91.4 N/A
Chen (2021) [30] 85 N/A
Vinod et al. (2021) [31] 96.8 N/A
Anter et al. (2021) [32] N/A 96
Basha et al. (2021) [33] N/A 98.7
Proposed BNCNN model 96.84 99.27