Deeper and Mixed Supervision for Salient Object Detection in Automated Surface Inspection

Table 4

DMS model is compared with other models in terms of performance metrics. The best three results are in bold.

Model	MAE
ITTI	0.444	0.168
LC	0.160	0.147
SR	0.140	0.201
AC	0.119	0.161
FT	0.170	0.153
MSS	0.115	0.158
PHOT	0.108	0.161
HC	0.213	0.153
RC	0.275	0.185
SF	0.236	0.145
BMS	0.179	0.262
MBP	0.441	0.288
FCN	0.0532	0.898
PiCANet	0.0337	0.900
U-Net	0.0268	0.914
DSS	0.0177	0.919
R3Net	0.0109	0.914
BASNet	0.0103	0.922
PoolNet	0.0107	0.930
EGNet	0.0116	0.933
SDMS	0.0098	0.930
BDMS	0.0082	0.934