TABLE VI. Performance of Experiments on Public Data (Mean±Standard Deviation).
| Method (%) | ACC | PRE | REC | DSC |
|---|---|---|---|---|
| U-Net [32] | 86.78±9.88 | 57.59±19.67 | 90.64±10.73 | 55.69±16.91 |
| U-Net++ [33] | 86.92±7.30 | 50.16±19.43 | 85.23±9.06 | 62.34±18.68 |
| DeepLab [34] | 82.89±5.29 | 62.83±7.12 | 87.49±6.05 | 43.93±7.58 |
| DI-U-Net [35] | 90.67±6.80 | 61.93±18.88 | 90.99±7.70 | 69.54±16.63 |
| Dense U-Net [35] | 92.79±4.49 | 69.80±12.51 | 93.93±4.88 | 73.60±11.31 |
| Inf-Net [18] | 89.51±6.93 | 58.90±14.44 | 87.95±9.01 | 69.88±12.58 |
| Semi-Inf-Net [18] | 92.01±4.71 | 65.74±12.96 | 91.46±6.35 | 74.11±10.87 |
| Mini-Seg [19] | 87.53±8.24 | 56.42±8.73 | 97.64±3.56 | 55.97±7.73 |
| COVID-SegNet [20] | 86.79±5.09 | 57.80±12.14 | 91.52±4.50 | 50.01±7.98 |
| TV-UNet [21] | 92.34±4.78 | 67.94±12.06 | 93.67±4.66 | 72.94±10.60 |
| Proposed Method | 93.92±3.87 | 78.26±9.94 | 96.39±2.92 | 75.22±11.25 |