Rgb D Salient Object Detection On Nju2K

المقاييس

Average MAE

S-Measure

max E-Measure

max F-Measure

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نتائج أداء النماذج المختلفة على هذا المعيار القياسي

					Paper Title
LHM	0.205	51.4	72.4	63.2	RGBD Salient Object Detection via Deep Fusion
LBE	0.153	69.5	80.3	74.8	Local Background Enclosure for RGB-D Salient Object Detection
PCF	0.059	87.7	92.4	87.2	Progressively Complementarity-Aware Fusion Network for RGB-D Salient Object Detection
S2MA	0.053	89.4	92.7	88.9	Learning Selective Self-Mutual Attention for RGB-D Saliency Detection
CPFP	0.053	87.8	92.6	87.7	Contrast Prior and Fluid Pyramid Integration for RGBD Salient Object Detection
DQSD-VGG19	0.052	89.7	-	-	Depth Quality Aware Salient Object Detection
DMRA	0.051	88.6	92.7	88.6	Depth-Induced Multi-Scale Recurrent Attention Network for Saliency Detection
A2dele	0.051	-	-	-	A2dele: Adaptive and Attentive Depth Distiller for Efficient RGB-D Salient Object Detection
CoNet	0.047	89.4	-	-	Accurate RGB-D Salient Object Detection via Collaborative Learning
D3Net	0.046	90.0	93.9	90.0	Rethinking RGB-D Salient Object Detection: Models, Data Sets, and Large-Scale Benchmarks
CMWNet	0.046	90.3	-	-	Cross-Modal Weighting Network for RGB-D Salient Object Detection
DANet	0.046	89.7	-	90.5	A Single Stream Network for Robust and Real-time RGB-D Salient Object Detection
CMMS	0.044	90.4	-	-	RGB-D Salient Object Detection with Cross-Modality Modulation and Selection
UC-Net	0.043	89.7	-	-	UC-Net: Uncertainty Inspired RGB-D Saliency Detection via Conditional Variational Autoencoders
SSF	0.043	89.9	-	-	Select, Supplement and Focus for RGB-D Saliency Detection
JL-DCF	0.043	90.3	94.4	90.3	JL-DCF: Joint Learning and Densely-Cooperative Fusion Framework for RGB-D Salient Object Detection
DASNet	0.042	90.2	-	91.1	Is Depth Really Necessary for Salient Object Detection?
JL-DCF*	0.040	91.1	94.8	91.3	Siamese Network for RGB-D Salient Object Detection and Beyond
UCNet-CVAE	0.039	90.2	-	-	Uncertainty Inspired RGB-D Saliency Detection
BiANet	0.039	91.5	94.8	92.0	Bilateral Attention Network for RGB-D Salient Object Detection

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Rgb D Salient Object Detection On Nju2K

المقاييس

النتائج