Two-round tuning.
| AlexNet | GoogleNet | VGG16 | VGG19 | FCN-Two | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SB | AB | Fus | SB | AB | Fus | SB | AB | Fus | SB | AB | Fus | All | NoAlex | |
| LY | 86.93 | 86.93 | 86.93 | 85.87 | 85.87 | 87.47 | 85.33 | 85.33 | 86.13 | 89.33 | 89.33 | 90.67 | 95.47 | 94.67 |
| CO | 94.70 | 92.48 | 95.48 | 95.48 | 95.28 | 96.50 | 96.16 | 95.88 | 97.04 | 96.62 | 95.62 | 97.44 | 97.20 | 97.34 |
| BGR | 91.67 | 90.33 | 92.00 | 92.33 | 92.33 | 93.00 | 92.23 | 92.00 | 94.33 | 92.00 | 92.00 | 94.00 | 94.33 | 95.33 |
| LAR | 92.42 | 90.23 | 92.05 | 91.29 | 90.00 | 92.12 | 94.02 | 94.02 | 93.26 | 93.48 | 93.48 | 95.08 | 94.24 | 94.70 |
| AlexNet | GoogleNet | VGG16 | VGG19 | FCN-Two | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SB | AB | Fus | SB | AB | Fus | SB | AB | Fus | SB | AB | Fus | All | NoAlex | |
| LY | 86.93 | 86.93 | 86.93 | 85.87 | 85.87 | 87.47 | 85.33 | 85.33 | 86.13 | 89.33 | 89.33 | 90.67 | 94.67 | |
| CO | 94.70 | 92.48 | 95.48 | 95.48 | 95.28 | 96.50 | 96.16 | 95.88 | 97.04 | 96.62 | 95.62 | 97.44 | 97.20 | |
| BGR | 91.67 | 90.33 | 92.00 | 92.33 | 92.33 | 93.00 | 92.23 | 92.00 | 94.33 | 92.00 | 92.00 | 94.00 | 94.33 | |
| LAR | 92.42 | 90.23 | 92.05 | 91.29 | 90.00 | 92.12 | 94.02 | 94.02 | 93.26 | 93.48 | 93.48 | 94.24 | 94.70 | |
Bold values are highest performance in the columns.
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