Table 3.
ACC | DC | Sen | Sp | Pc | F1 | Sm | MAE | |
---|---|---|---|---|---|---|---|---|
Our approach | 0.9712 | 0.8081 | 0.7997 | 0.9948 | 0.8621 | 0.8301 | 0.8438 | 0.0086 |
U-Net++ [43] | 0.9687 | 0.7972 | 0.7845 | 0.9952 | 0.8437 | 0.8206 | 0.8623 | 0.0085 |
COVNet [42] | 0.9698 | 0.7754 | 0.7400 | 0.9959 | 0.8470 | 0.7930 | 0.8334 | 0.0094 |
DeCoVNet [39] | 0.9697 | 0.8020 | 0.8106 | 0.9962 | 0.8347 | 0.8116 | 0.8511 | 0.0107 |
AlexNet [20] | 0.8900 | 0.6910 | 0.8110 | 0.9930 | 0.9500 | 0.8062 | 0.8475 | 0.0125 |
ResNet [18] | 0.8984 | 0.7408 | 0.7608 | 0.9937 | 0.7549 | 0.7558 | 0.8080 | 0.0157 |