Table 2.

Evaluation metrics and plots used by related works (the * indicates an adjustment of the metric or plot).

Publications	Absolute Error					Signed Error				Visual Inspection			Correlation
	CDF	Boxplot	Mean	Median	Standard Deviation	CDF of Signed Error	Overestimation %	Overestimation Median	Underestimation Median	Q-Q Plot	Scatter ${\mathbf{Error}}_{\mathbf{pos}}$ vs. $\mathbf{DAE}$	Plot ${\mathbf{Error}}_{\mathbf{pos}}$ and ${\mathbf{Error}}_{\mathbf{DAE}}$	Pearson r	Pearson p-Value	Spearman $\mathit{\rho }$	Spearman p-Value	Other
Dearman et al. [6]		*		+													Custom Plots
Lemelson et al. [7]		*	+	+	+	+
Beker et al. [27]																	Error Heatmaps
Moghtadaiee et al. [3]																	Mean AE
Marcus et al. [8]										+
Zou et al. [4]											+						Est. selection
de la Osa et al. [28]							+
Elbakly and Youssef [11]	+			+		+	+	+	+
Berkvens et al. [20]											+
Berkvens et al. [21]											+		+	+
Nikitin at al. [5]												+					Custom Metric
Li et al. [10]												+	+				Hand-off Eval.
Khandker et al. [22]											*						Custom plots
Lemic, Hand., Fam. [16]		+								+							Stud. res.
Lemic et al. [9]		+								+							Stud. res.
Lemic and Famaey [17]		+								+							Stud. res.