TABLE 4.

Brain tumour detection using other state-of-the-art models.

Authors	Algorithm	Dataset	Accuracy (%)	XAI
Shahzadi et al. (2018)	CNN with LSTM	MRI Images	84	No
Hemanth et al. (2019)	CNN	MRI Images	91	No
Avsar and Salcin (2019)	R-CNN	MRI Images	91.66	No
Ranjbarzadeh et al. (2021)	C-CNN	BraTs Dataset	92.03	No
Khairandish et al. (2021)	CNN–SVM	MRI Images	98.49	No
Proposed model	Dual-Input CNN	MRI Images	94.69	Yes