Table 9.

Comparison with state-of-the-art models.

Model	Sen	Spc	Prc	Acc	F1	MCC	FMI
CSSNet (4)	92.08 ± 1.01	93.33 ± 2.61	93.32 ± 2.40	92.71 ± 0.95	92.67 ± 0.85	85.47 ± 1.93	92.69 ± 0.86
SMO (5)	93.23 ± 1.72	95.52 ± 1.30	95.44 ± 1.22	94.38 ± 0.64	94.31 ± 0.68	88.80 ± 1.27	93.23 ± 1.72
COVNet (6)	91.00 ± 1.89	95.72 ± 0.93	95.52 ± 0.91	93.36 ± 0.91	93.19 ± 0.98	86.84 ± 1.76	93.23 ± 0.96
WSF (7)	90.03 ± 1.22	90.34 ± 1.25	90.33 ± 1.07	90.19 ± 0.68	90.17 ± 0.69	80.39 ± 1.35	90.18 ± 0.68
WEBBO (8)	72.94 ± 0.96	73.97 ± 1.02	73.70 ± 0.79	73.45 ± 0.69	73.31 ± 0.71	46.91 ± 1.38	73.32 ± 0.71
FSVC (9)	90.25 ± 1.27	90.03 ± 0.80	90.06 ± 0.72	90.14 ± 0.70	90.15 ± 0.73	80.29 ± 1.41	90.15 ± 0.74
SVM (10)	72.38 ± 2.68	77.38 ± 1.96	76.22 ± 1.21	74.88 ± 0.86	74.21 ± 1.25	49.85 ± 1.70	74.25 ± 1.21
PZM (11)	92.06 ± 1.54	92.56 ± 1.06	92.53 ± 1.03	92.31 ± 1.08	92.29 ± 1.10	84.64 ± 2.15	92.29 ± 1.10
GLCM-ELM (12)	74.19 ± 2.74	77.81 ± 2.03	77.01 ± 1.29	76.00 ± 0.98	75.54 ± 1.31	52.08 ± 1.95	75.57 ± 1.28
Jaya (13)	73.31 ± 2.26	78.11 ± 1.92	77.03 ± 1.35	75.71 ± 1.04	75.10 ± 1.23	51.51 ± 2.07	75.14 ± 1.22
PSCNN (Ours)	95.28 ± 1.03	95.78 ± 0.87	95.76 ± 0.86	95.53 ± 0.83	95.52 ± 0.83	91.07 ± 1.65	95.52 ± 0.83

Bold means the best.