Dichotomous Image Segmentation On Dis Te1

المقاييس

E-measure

HCE

MAE

S-Measure

max F-Measure

weighted F-measure

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

اسم النموذج	E-measure	HCE	MAE	S-Measure	max F-Measure	weighted F-measure	Paper Title	Repository
SINetV2	0.791	274	0.094	0.727	0.644	0.558	Concealed Object Detection	-
ICNet	0.784	234	0.095	0.716	0.631	0.535	ICNet for Real-Time Semantic Segmentation on High-Resolution Images	-
PFNet	0.786	253	0.094	0.722	0.646	0.552	Camouflaged Object Segmentation with Distraction Mining	-
PDFNet	0.927	-	0.031	0.899	0.890	0.846	Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior	-
HySM	0.803	205	0.082	0.761	0.695	0.597	HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation	-
STDC	0.798	249	0.090	0.723	0.648	0.562	Rethinking BiSeNet For Real-time Semantic Segmentation	-
UNet	0.750	233	0.106	0.716	0.625	0.514	U-Net: Convolutional Networks for Biomedical Image Segmentation	-
BSV1	0.741	288	0.108	0.695	0.595	0.474	BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation	-
GateNet	0.766	230	0.099	0.701	0.620	0.517	Suppress and Balance: A Simple Gated Network for Salient Object Detection	-
HRNet	0.797	262	0.088	0.742	0.668	0.579	Deep High-Resolution Representation Learning for Visual Recognition	-
DeeplabV3+	0.772	234	0.102	0.694	0.601	0.506	Rethinking Atrous Convolution for Semantic Image Segmentation	-
MBV3	0.818	274	0.083	0.740	0.669	0.595	Searching for MobileNetV3	-
F3Net	0.783	244	0.095	0.721	0.640	0.549	F3Net: Fusion, Feedback and Focus for Salient Object Detection	-
InSPyReNet (HR scale)	0.894	110	0.045	0.873	0.845	0.788	Revisiting Image Pyramid Structure for High Resolution Salient Object Detection	-
PSPNet	0.791	267	0.089	0.725	0.645	0.557	Pyramid Scene Parsing Network	-
IS-Net	0.820	149	0.074	0.787	0.740	0.662	Highly Accurate Dichotomous Image Segmentation	-
U2Net	0.801	224	0.083	0.760	0.694	0.601	U$^2$-Net: Going Deeper with Nested U-Structure for Salient Object Detection	-
MVANet	0.911	104	0.037	0.879	0.873	0.823	Multi-view Aggregation Network for Dichotomous Image Segmentation	-
InSPyReNet	-	148	-	0.862	0.834	-	Revisiting Image Pyramid Structure for High Resolution Salient Object Detection	-
BiRefNet	0.908	106	0.038	0.882	0.855	0.814	Bilateral Reference for High-Resolution Dichotomous Image Segmentation	-

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