End-to-End Semantic Leaf Segmentation Framework for Plants Disease Classification

Table 7

Reported results and their comparison with previous results.

Method used	Year	Algorithm (s)	Reported accuracy (%)
Proposed method	2022	SLS and CNNs	97.25
Abbas et al. [39]	2021	DenseNet	95.1
Agarwal et al. [40]	2020	GNN-based network	91.2
Elhassouny and Smarandache [41]	2019	MobileNet	90.3
Durmuş et al. [42]	2017	Combination of squeez net and AlexNet	95.65
Howard et al. [43]	2017	MobileNet	63.7
Szegedy et al. [44]	2016	Inception V3	63.4
Simonyan and Zisserman [45]	2014	VGG 16	77.2