Table 9 Overall accuracy (%) of different architectures on UCM dataset.

From: A multi-scale dense residual correlation network for remote sensing scene classification

Scheme

Architecture

OA(50/50)(%)

OA(80/20)(%)

1

Without MSFE

97.10\(\,\pm \,\)0.15

98.29\(\,\pm \,\)0.17

2

Without DRCFF

97.89\(\,\pm \,\)0.16

98.76\(\,\pm \,\)0.19

3

Without CAM

98.08\(\,\pm \,\)0.21

99.12\(\,\pm \,\)0.13

4

Ours

98.57\(\,\pm \,\)0.19

99.64\(\,\pm \,\)0.12

  1. Significant values are in bold.