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SOTA
Co-Salient Object Detection
Co Salient Object Detection On Cosod3K
Co Salient Object Detection On Cosod3K
Metrics
MAE
S-measure
max E-measure
max F-measure
Results
Performance results of various models on this benchmark
Columns
Model Name
MAE
S-measure
max E-measure
max F-measure
Paper Title
CSMG
0.157
0.711
0.804
0.709
Co-Saliency Detection via Mask-Guided Fully Convolutional Networks With Multi-Scale Label Smoothing
EGNet
0.119
0.7619
0.793
0.702
EGNet: Edge Guidance Network for Salient Object Detection
CADC
0.087
0.815
0.854
0.778
Summarize and Search: Learning Consensus-aware Dynamic Convolution for Co-Saliency Detection
CoEG-Net
0.084
0.778
0.837
0.758
Taking a Deeper Look at Co-Salient Object Detection
GICD
0.079
0.797
0.848
0.770
Gradient-Induced Co-Saliency Detection
UFO
0.073
0.819
0.874
0.797
A Unified Transformer Framework for Group-based Segmentation: Co-Segmentation, Co-Saliency Detection and Video Salient Object Detection
GCoNet
0.071
0.802
0.860
0.777
Group Collaborative Learning for Co-Salient Object Detection
DCFM
0.067
0.809
0.871
0.805
Democracy Does Matter: Comprehensive Feature Mining for Co-Salient Object Detection
DMT
0.063
0.851
0.895
0.835
Discriminative Co-Saliency and Background Mining Transformer for Co-Salient Object Detection
GCoNet+
0.062
0.843
0.901
0.834
GCoNet+: A Stronger Group Collaborative Co-Salient Object Detector
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Co Salient Object Detection On Cosod3K | SOTA | HyperAI