A Novel Benchmark Dataset for COVID-19 Detection during Third Wave in Pakistan

Table 1

List of various approaches to diagnose COVID-19.

Ref.	Dataset source	No. of cases	No. of features	ML model	Highest accuracy (%)	Model AUC score (%)
[42]	Hospital Israelita Albert Einstein	56, 44, 559	24	MLP, SVM, DT, NB	95	-
[43]	Three open-source datasets	279, 1624, 600	15, 34, 19	Extremely randomized trees (ET)	92	85.10
[44]	18 hospitals from Zhejiang, China	914	10	LR, SVM, DT, RF, RL	—	97
[45]	Tongji Hospital, China	413	42	XGB	—	—
[46]	West China Hospital, China	620	9	LR	—	—
[47]	11 regions in China	659	19	DT	89	88
[48]	SMART hospitals	—	—	NB, RF, SVM	93.33	—