TABLE V. Evaluation of Multisize Attention Maps.
| Attention Maps | Dataset A | Dataset B | Dataset C | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
ACC( ) |
SEN( ) |
SPC( ) |
F1( ) |
ACC( ) |
SEN( ) |
SPC( ) |
F1( ) |
ACC( ) |
SEN( ) |
SPC( ) |
F1( ) |
|
| 7*7 | 95.31 1.10 |
96.70 1.49 |
91.09 1.04 |
93.48 1.07 |
94.75 1.54 |
94.93 1.44 |
96.98 1.06 |
94.11 1.57 |
85.44 1.47 |
86.56 0.96 |
94.56 0.36 |
86.36 0.92 |
| 7*7 + 14*14 |
96.94 1.10
|
97.83 1.53
|
94.93 1.26
|
96.23 1.02
|
95.85 1.27
|
95.74 1.20
|
97.73 0.45
|
95.54 1.59
|
87.12 1.55
|
87.20 1.64
|
95.20 0.64
|
86.98 1.27
|
| 7*7 + 14*14 + 28*28 | 95.88 1.84 |
94.76 2.11 |
96.63 2.23 |
95.54 1.91 |
94.74 1.79 |
95.80 2.49 |
96.92 1.17 |
94.57 2.16 |
85.01 1.89 |
86.65 2.29 |
94.29 0.97 |
85.73 2.25 |