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المنصة
الرئيسية
SOTA
التمييز الثنائي للفصل الصوري
Dichotomous Image Segmentation On Dis Te4
Dichotomous Image Segmentation On Dis Te4
المقاييس
E-measure
HCE
MAE
S-Measure
max F-Measure
weighted F-measure
النتائج
نتائج أداء النماذج المختلفة على هذا المعيار القياسي
Columns
اسم النموذج
E-measure
HCE
MAE
S-Measure
max F-Measure
weighted F-measure
Paper Title
MVANet
0.944
2331
0.041
0.903
0.912
0.857
Multi-view Aggregation Network for Dichotomous Image Segmentation
PDFNet
0.941
-
0.037
0.910
0.911
0.867
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior
BiRefNet
0.937
2746
0.040
0.898
0.900
0.861
Bilateral Reference for High-Resolution Dichotomous Image Segmentation
InSPyReNet
0.926
2243
0.046
0.891
0.892
0.840
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection
InSPyReNet (HR scale)
0.926
2336
0.042
0.905
0.905
0.848
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection
IS-Net
0.87
2888
0.072
0.83
0.827
0.753
Highly Accurate Dichotomous Image Segmentation
HRNet
0.854
3864
0.092
0.792
0.772
0.687
Deep High-Resolution Representation Learning for Visual Recognition
MBV3
0.848
3817
0.098
0.770
0.736
0.664
Searching for MobileNetV3
BASNet
0.848
3601
0.091
0.794
0.780
0.693
BASNet: Boundary-Aware Salient Object Detection
U2Net
0.847
3653
0.087
0.807
0.795
0.705
U$^2$-Net: Going Deeper with Nested U-Structure for Salient Object Detection
HySM
0.842
3331
0.091
0.802
0.782
0.693
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation
STDC
0.841
3819
0.102
0.762
0.731
0.652
Rethinking BiSeNet For Real-time Semantic Segmentation
PFNet
0.838
3803
0.107
0.763
0.731
0.647
Camouflaged Object Segmentation with Distraction Mining
ICNet
0.837
3690
0.099
0.776
0.749
0.663
ICNet for Real-Time Semantic Segmentation on High-Resolution Images
F3Net
0.825
3760
0.107
0.752
0.721
0.633
F3Net: Fusion, Feedback and Focus for Salient Object Detection
SINetV2
0.824
3683
0.113
0.744
0.699
0.616
Concealed Object Detection
UNet
0.821
3218
0.102
-
0.759
0.659
U-Net: Convolutional Networks for Biomedical Image Segmentation
DeeplabV3+
0.820
3709
0.111
0.744
0.715
0.621
Rethinking Atrous Convolution for Semantic Image Segmentation
PSPNet
0.815
3806
0.107
0.758
0.725
0.630
Pyramid Scene Parsing Network
GateNet
0.803
3654
0.109
0.743
0.729
0.625
Suppress and Balance: A Simple Gated Network for Salient Object Detection
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