Training set | Test set | |||||||
---|---|---|---|---|---|---|---|---|
Avg | Std | Min | Max | Avg | Std | Min | Max | |
Basic CNN structure | 0.1574 | 0.0494 | 0.0738 | 0.3219 | 0.3342 | 0.0836 | 0.1508 | 0.5897 |
GoogLeNet | 0.0823 | 0.0367 | 0.0412 | 0.2313 | 0.4168 | 0.0737 | 0.2610 | 0.6556 |
ResNet | 0.2590 | 0.1487 | 0.0499 | 0.9518 | 0.3582 | 0.1374 | 0.1501 | 0.8076 |
DenseNet | 0.0747 | 0.0270 | 0.0379 | 0.1798 | 0.1858 | 0.0323 | 0.1534 | 0.2962 |