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Salient Object Detection On Ecssd

Métriques

MAE

mean E-Measure

mean F-Measure

Résultats

Résultats de performance de divers modèles sur ce benchmark

Nom du modèle	MAE	mean E-Measure	mean F-Measure	Paper Title	Repository
CPDR-L	0.033	0.951	0.921	CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement	-
TRACER-TE7	0.026	-	0.940	TRACER: Extreme Attention Guided Salient Object Tracing Network
C4Net	0.029	0.957	0.939	C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection	-
BASNet	0.037	-	-	BASNet: Boundary-Aware Salient Object Detection	-
DSS (Res2Net-50)	0.056	-	-	Res2Net: A New Multi-scale Backbone Architecture
TRACER-(ResNet50)	0.033	-	-	TRACER: Extreme Attention Guided Salient Object Tracing Network
M3Net-R	0.029	-	-	M$^3$Net: Multilevel, Mixed and Multistage Attention Network for Salient Object Detection
PoolNet (VGG-16)	0.038	-	-	A Simple Pooling-Based Design for Real-Time Salient Object Detection
CPD-R (ResNet50)	0.037	-	-	Cascaded Partial Decoder for Fast and Accurate Salient Object Detection
M3Net-S	0.021	-	-	M$^3$Net: Multilevel, Mixed and Multistage Attention Network for Salient Object Detection
CFDN	0.033	-	-	Saliency Detection via Global Context Enhanced Feature Fusion and Edge Weighted Loss	-
InSPyReNet	0.031	-	-	Revisiting Image Pyramid Structure for High Resolution Salient Object Detection
HybridSOD	0.051	-	-	A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels
UCNet-CVAE	0.035	-	-	Uncertainty Inspired RGB-D Saliency Detection

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