TABLE III. Evaluation of Models.

Model	Dataset A				Dataset B				Dataset C
		ACC()	SEN()	SPC()	F1()	ACC()	SEN()	SPC()	F1()	ACC()	SEN()	SPC()	F1()
VGG16 [21]	92.88 1.35	91.51 1.17	92.77 1.89	92.08 1.44	90.68 1.64	91.05 2.12	94.90 0.82	89.44 1.98	80.23 1.44	77.97 2.02	92.98 0.43	78.82 1.28
ResNet18 [22]	90.94 1.39	91.87 1.55	88.56 1.79	89.83 1.46	92.06 1.14	92.03 1.13	95.62 1.03	91.12 1.34	82.33 1.35	82.61 1.20	93.57 1.22	81.30 1.23
ResNet50 [22]	92.94 1.19	91.16 1.14	94.25 1.53	92.31 1.39	92.56 0.76	92.07 1.68	95.85 0.47	91.74 0.93	82.94 1.02	84.01 1.16	93.61 0.37	82.64 1.39
InceptionV3 [23]	94.13 1.13	92.94 1.02	94.49 1.11	93.62 1.12	93.06 1.19	91.73 1.13	96.23 0.77	92.42 1.51	84.20 1.19	85.19 1.35	94.03 0.99	84.69 1.27
[51](ResNet)	93.88 1.18	93.01 1.32	93.63 1.36	93.30 1.55	93.41 1.14	93.71 1.72	96.26 0.62	93.12 1.49	83.93 1.11	86.40 0.99	93.85 0.42	84.39 1.01
[51](InceptionV3)	94.56 1.75	92.19 1.62	94.91 1.47	93.40 1.47	93.45 1.21	93.00 1.24	96.40 0.50	93.04 1.02	84.93 1.67	85.90 1.01	94.36 0.71	84.92 1.70
COVID-Net [14]	93.25 1.70	91.62 1.88	93.70 1.80	92.51 1.89	88.94 1.28	89.95 2.41	93.75 0.58	87.98 1.56	78.71 1.76	79.26 0.94	92.38 0.47	78.34 1.40
BCNN [30]	96.00 1.52	96.43 1.78	94.52 1.60	95.39 1.42	94.41 1.37	95.26 1.23	96.71 0.81	96.71 1.60	84.36 1.84	84.47 0.75	94.15 0.49	84.47 0.85
BCNN(Attention(Ours))	96.43 1.45	96.31 1.55	96.16 1.74	96.23 1.30	95.11 1.55	96.61 2.00	97.26 0.72	94.12 1.92	85.04 2.36	86.32 1.55	94.33 0.86	84.41 1.52
FPN [39]	94.88 1.61	95.11 1.75	94.30 1.22	94.65 1.72	93.27 1.20	94.05 0.82	96.20 0.78	92.86 1.11	82.17 1.89	83.58 1.42	93.32 0.50	81.85 1.16
U-Net [37]	95.76 1.07	94.92 1.10	95.91 1.62	95.38 1.13	93.00 1.55	92.59 1.39	96.08 0.82	92.33 1.84	84.01 1.36	84.68 1.42	94.14 0.56	83.81 1.24
MAG-SD(0AUG)	94.31 1.28	91.70 1.33	95.89 1.94	93.37 1.38	93.25 0.90	92.01 0.93	96.29 0.45	92.06 1.17	84.13 0.99	85.08 1.27	94.11 0.43	84.30 1.43
MAG-SD(Proposed)	96.94 1.10	97.83 1.53	94.93 1.26	96.23 1.02	95.85 1.27	95.74 1.20	97.73 0.45	95.54 1.59	87.12 1.55	87.20 1.64	95.20 0.64	86.98 1.27