Standard tuning.
| GoogleNet | ResNet50 | ResNet101 | Inception | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SB | AB | Fus | SB | AB | Fus | SB | AB | Fus | SB | AB | Fus | |
| LY | 82.93 | 82.93 | 82.93 | 86.40 | 86.40 | 90.67 | 86.40 | 86.40 | 86.13 | 87.47 | 87.47 | 86.93 |
| CO | 95.60 | 95.60 | 96.30 | 95.42 | 95.42 | 96.40 | 92.92 | 92.92 | 94.68 | 95.02 | 92.82 | 96.40 |
| BGR | 93.00 | 92.67 | 94.33 | 91.33 | 90.33 | 94.00 | 93.33 | 93.33 | 93.00 | 93.67 | 93.67 | 95.00 |
| LAR | 92.35 | 90.83 | 91.97 | 92.20 | 92.05 | 93.41 | 93.64 | 93.64 | 93.79 | 92.73 | 89.77 | 93.56 |
| GoogleNet | ResNet50 | ResNet101 | Inception | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SB | AB | Fus | SB | AB | Fus | SB | AB | Fus | SB | AB | Fus | |
| LY | 82.93 | 82.93 | 82.93 | 86.40 | 86.40 | 90.67 | 86.40 | 86.40 | 86.13 | 87.47 | 87.47 | 86.93 |
| CO | 95.60 | 95.60 | 96.30 | 95.42 | 95.42 | 96.40 | 92.92 | 92.92 | 94.68 | 95.02 | 92.82 | 96.40 |
| BGR | 93.00 | 92.67 | 94.33 | 91.33 | 90.33 | 94.00 | 93.33 | 93.33 | 93.00 | 93.67 | 93.67 | 95.00 |
| LAR | 92.35 | 90.83 | 91.97 | 92.20 | 92.05 | 93.41 | 93.64 | 93.64 | 93.79 | 92.73 | 89.77 | 93.56 |
| AlexNet | VGG16 | VGG19 | IncResv2 | FCN-st | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SB | AB | Fus | SB | AB | Fus | SB | AB | Fus | SB | AB | Fus | All | NoAlex | |
| LY | 82.40 | 82.40 | 80.00 | 80.80 | 80.80 | 85.07 | 82.40 | 82.40 | 86.13 | 84.80 | 84.80 | 85.87 | 93.87 | 93.60 |
| CO | 94.22 | 94.22 | 95.14 | 96.14 | 96.14 | 96.88 | 95.94 | 95.26 | 96.76 | 93.58 | 93.58 | 95.16 | 97.26 | 97.32 |
| BGR | 92.00 | 91.00 | 91.33 | 93.00 | 93.00 | 95.00 | 93.67 | 93.67 | 91.67 | 91.00 | 91.00 | 90.67 | 96.00 | 96.00 |
| LAR | 90.68 | 89.39 | 90.08 | 93.33 | 91.52 | 91.82 | 94.24 | 93.26 | 95.38 | 94.62 | 94.62 | 94.39 | 94.70 | 94.85 |
| AlexNet | VGG16 | VGG19 | IncResv2 | FCN-st | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SB | AB | Fus | SB | AB | Fus | SB | AB | Fus | SB | AB | Fus | All | NoAlex | |
| LY | 82.40 | 82.40 | 80.00 | 80.80 | 80.80 | 85.07 | 82.40 | 82.40 | 86.13 | 84.80 | 84.80 | 85.87 | 93.87 | |
| CO | 94.22 | 94.22 | 95.14 | 96.14 | 96.14 | 96.88 | 95.94 | 95.26 | 96.76 | 93.58 | 93.58 | 95.16 | 97.26 | |
| BGR | 92.00 | 91.00 | 91.33 | 93.00 | 93.00 | 95.00 | 93.67 | 93.67 | 91.67 | 91.00 | 91.00 | 90.67 | 96.00 | |
| LAR | 90.68 | 89.39 | 90.08 | 93.33 | 91.52 | 91.82 | 94.24 | 93.26 | 94.62 | 94.62 | 94.39 | 94.70 | 94.85 | |
Bold values are highest performance in the columns.
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