Table 4.

Validation of different networks for lung infection segmentation on the KAGGLE dataset.

Methods	DSC (%)
	Case #1	Case #2	Case #3	Case #4	Case #5	Case #6	Case #7	Case #8	Case #9	Average
PSPNet	68.27	67.41	78.14	64.06	78.61	48.92	48.52	0.00	76.38	58.92
ESPNetv2	69.27	72.93	75.33	55.16	70.34	54.98	62.95	8.07	68.64	59.74
DenseASPP	62.82	67.98	74.16	68.26	62.95	37.46	58.04	14.33	59.30	56.15
DeepLabV3+	66.73	70.10	73.14	63.80	61.11	38.13	60.58	14.01	63.07	56.74
U-Net	65.65	78.36	54.95	68.04	76.30	62.37	54.55	11.47	78.50	61.13
COPLE-Net	59.72	43.36	75.90	54.48	59.92	14.71	54.30	6.62	49.18	46.47
CE-Net	68.20	79.73	72.69	58.37	78.76	52.37	62.04	0.69	72.47	60.59
Attention U-Net	66.95	80.39	72.67	70.36	79.44	62.28	62.83	8.89	77.97	64.64
UNet+	67.39	76.52	73.44	63.95	78.57	65.26	60.98	8.84	70.67	62.85
Proposed	68.74	79.12	79.98	70.88	77.63	57.91	64.89	27.72	80.43	67.48