Table 6 Running time of different methods on three datasets (s).

From: CMTNet: a hybrid CNN-transformer network for UAV-based hyperspectral crop classification in precision agriculture

Datasets

RF

SVM

2D-CNN

3D-CNN

Resnet

ViT

SSFTT

CTMixer

CMTNet

WHU-Hi LongKou

36.82

163.31

591.22

658.82

726.10

857.20

701.21

1149.38

931.63

WHU-Hi HanChuan

62.66

277.65

1005.48

1120.93

1235.35

1458.26

1192.85

1955.42

1584.60

WHU-Hi HongHu

74.54

330.32

1196.46

1333.98

1469.82

1735.34

1419.31

2327.04

1885.32

Back to article page