Review Article

Remote Sensing Image Classification: A Comprehensive Review and Applications

Table 2

Classification accuracy of RSSCN on different CNN models.

AlgorithmYearPublicationAccuracy (%)

CaffeNet [81]2019Journal of Geovisualization and Spatial Analysis88.25
VGG-VD-16 [82]2018Applied Sciences87.18
Inception-V3 [81]2019Journal of Geovisualization and Spatial Analysis87
AlexNet [78]2021Journal of Geosciences85.25
GoogLeNet [82]2018IEEE84.84
POVH [22]2019PLOS ONE84.07
RGSIR [22]2019PLOS ONE81.44