Dataset | Model | B | M | E | N | L |
---|---|---|---|---|---|---|
LDWBC | ResNet [45] | 80.95 | 83.17 | 97.89 | 98.51 | 96.22 |
DenseNet [46] | 90.48 | 81.73 | 98.95 | 99.21 | 95.88 | |
Inception v3 [54] | 42.86 | 37.50 | 52.63 | 93.48 | 91.46 | |
Jiang [55] | 90.48 | 74.04 | 100 | 99.44 | 97.60 | |
Sharma [56] | 64.29 | 50.48 | 87.37 | 99.21 | 97.84 | |
Our model | 95.24 | 90.38 | 100 | 99.44 | 96.86 | |
LISC | ResNet [45] | 100 | 62.50 | 100 | 100 | 100 |
DenseNet [46] | 100 | 87.50 | 100 | 100 | 100 | |
Inception v3 [54] | 91.67 | 50.00 | 63.64 | 85.71 | 81.82 | |
Jiang [55] | 100 | 87.50 | 100 | 100 | 100 | |
Sharma [56] | 100 | 75.00 | 100 | 100 | 100 | |
Our model | 100 | 87.50 | 100 | 100 | 100 | |
BCCD | ResNet [45] | – | 75.00 | 79.55 | 84.38 | 100 |
DenseNet [46] | – | 75.00 | 84.42 | 89.21 | 100 | |
Inception v3 [54] | – | 51.95 | 65.58 | 69.24 | 64.38 | |
Jiang [55] | – | 72.73 | 84.58 | 89.86 | 100 | |
Sharma [56] | – | 73.86 | 85.23 | 89.21 | 99.84 | |
Our model | – | 74.84 | 85.23 | 93.72 | 100 | |
Raabin | ResNet [45] | 100 | 88.03 | 98.14 | 95.83 | 98.74 |
DenseNet [46] | 100 | 92.31 | 97.83 | 96.88 | 98.36 | |
Inception v3 [54] | 92.13 | 81.62 | 86.96 | 90.00 | 90.81 | |
Jiang [55] | 100 | 92.74 | 98.76 | 95.08 | 98.45 | |
Sharma [56] | 100 | 85.04 | 96.27 | 95.94 | 98.16 | |
Our model | 100 | 94.87 | 99.07 | 98.65 | 99.52 |