Dichotomous Image Segmentation On Dis Te4

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E-measure

HCE

MAE

S-Measure

max F-Measure

weighted F-measure

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이 벤치마크에서 각 모델의 성능 결과

							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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Dichotomous Image Segmentation On Dis Te4

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