Research Article

Research on Classification of Fine-Grained Rock Images Based on Deep Learning

Table 5

Comparison of classification accuracy of different algorithms under the test set.

MethodModelAccuracy (%)

OriginalSE-ResNet-5040.625
ViT50.0
EfficentNet-B031.25

Image cuttingSE-ResNet-5028.125
ViT43.75
EfficentNet-B034.375

SBVSE-ResNet-5071.875
ViT56.25
EfficentNet-B075.0

Image cutting + SBVSE-ResNet-5075.0
ViT68.75
EfficentNet-B075.0