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ResearchFormerly WizWand

Salient Object Detection on DUTS low-resolution (test)

0.9FmaxOurs-DH
0.773120.806060.8390.87194Aug 8, 2021
Updated 8mo ago

Evaluation results

MethodLinks
Ours-DHTraining datasets=DUTS-TR, Backbone=ResNet-502021.080.90.8760.8920.031
OursTraining datasets=DUTS-TR, Backbone=ResNet-502021.080.8950.870.8920.033
Ours-DHTraining datasets=DUTS-TR + HRSOD-Training (resized), Backbone=VGG-162021.080.8940.8650.8790.035
CSFTraining datasets=DUTS-TR, Backbone=Res2Net502021.080.8940.8550.890.034
PFPN+Training datasets=DUTS-TR, Backbone=ResNet-50, Post-processed by CRF=true2021.080.8940.8230.890.038
LDFTraining datasets=DUTS-TR, Backbone=ResNet-502021.080.8910.840.8880.035
F3NTraining datasets=DUTS-TR, Backbone=ResNet-502021.080.8880.8170.8910.038
GCPATraining datasets=DUTS-TR, Backbone=ResNet-502021.080.8850.8050.8870.041
OursTraining datasets=DUTS-TR, Backbone=VGG-162021.080.8820.8550.8790.036
EGNetTraining datasets=DUTS-TR, Backbone=VGG-162021.080.8770.80.8660.044
MINetTraining datasets=DUTS-TR, Backbone=VGG-162021.080.8770.8230.8750.039
GateNetTraining datasets=DUTS-TR, Backbone=VGG-162021.080.8770.8130.870.045
ITSDTraining datasets=DUTS-TR, Backbone=VGG-162021.080.8760.7980.8770.042
CPDTraining datasets=DUTS-TR, Backbone=VGG-162021.080.8640.8130.8670.043
BASNetTraining datasets=DUTS-TR, Backbone=ResNet-502021.080.8590.7910.8660.048
DGRLTraining datasets=DUTS-TR, Backbone=VGG-162021.080.8280.7940.8420.05
DSS+Training datasets=MSRA-B, Backbone=VGG-162021.080.8250.8080.820.057
HRNetTraining datasets=DUTS-TR + HRSOD-Training, Backbone=HRNet2021.080.8010.7780.7940.048
AmuletTraining datasets=MSRA10K, Backbone=VGG-162021.080.7780.6780.8040.085
R3NetTraining datasets=MSRA10K, Backbone=ResNeXt-1012021.080.7780.7160.8370.067