Applied Computational Intelligence and Soft Computing / 2018 / Article / Tab 3

Research Article

Saliency Aggregation: Multifeature and Neighbor Based Salient Region Detection for Social Images

Table 3

-measure, AUC, and MAE of OBS and 11 state-of-the-art methods on six state-of-the-art datasets.

MetricAUC-measureMAE

DatasetMSRA1000

FT0.7660.5790.241
DRFI0.9660.8450.112
RC0.9370.8170.138
GC0.8630.7190.159
HS0.930.8130.161
MC0.9750.8940.054
MR0.9410.8240.127
SF0.8860.70.166
BD0.9480.820.11
MDF0.9780.8880.066
LEGS0.9580.870.081
OBS0.9840.8930.061

DatasetHKU-IS

FT0.710.4770.244
DRFI0.950.7760.167
RC0.9030.7260.165
GC0.7770.5880.211
HS0.8840.710.213
MC0.9280.7980.102
MR0.870.7140.174
SF0.8280.590.173
BD0.910.7260.14
MDF0.9710.8690.072
LEGS0.9070.770.118
OBS0.9760.8710.078

DatasetPASCAL-S

FT0.6270.4130.309
DRFI0.8990.690.21
RC0.840.6440.227
GC0.7270.5390.266
HS0.8380.6410.264
MC0.9070.740.145
MR0.8520.6610.223
SF0.7460.4930.24
BD0.8660.6550.201
MDF0.9210.7710.146
LEGS0.8910.7520.157
OBS0.9270.7780.141

DatasetECSSD

FT0.6630.430.289
DRFI0.9430.7820.17
RC0.8930.7380.186
GC0.7670.5970.233
HS0.8850.7270.228
MC0.9480.8370.1
MR0.8880.7360.189
SF0.7930.5480.219
BD0.8960.7160.171
MDF0.9570.8470.106
LEGS0.9250.8270.118
OBS0.9680.8560.112

DatasetDUT-OMRON

FT0.6820.3810.25
DRFI0.9310.6640.15
RC0.8590.5990.189
GC0.7570.4950.218
HS0.860.6160.227
MC0.9290.7030.088
MR0.8530.610.187
SF0.810.4950.147
BD0.8940.630.144
MDF0.9350.7280.088
LEGS0.8850.6690.133
OBS0.9430.7310.091

DatasetSOD

FT0.6070.4410.323
DRFI0.890.6990.223
RC0.8280.6570.242
GC0.6920.5260.284
HS0.8170.6460.283
MC0.8680.7270.179
MR0.8120.6360.259
SF0.7140.5160.267
BD0.8270.6530.229
MDF0.8990.7930.157
LEGS0.8360.7320.195
OBS0.9070.8010.163

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