2D Classification on PASCAL-S

Metric: F-measure (higher is better)

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#	Model↕	F-measure▼	Augmentations	Paper	Date↕	Code
1	TRACER-TE7	0.909	No	TRACER: Extreme Attention Guided Salient Object ...	2021-12-14	Code
2	InSPyReNet	0.893	No	Revisiting Image Pyramid Structure for High Reso...	2022-09-20	Code
3	CFDN	0.891	No	Saliency Detection via Global Context Enhanced F...	2021-10-13	-
4	PoolNet (VGG-16)	0.88	No	A Simple Pooling-Based Design for Real-Time Sali...	2019-04-21	Code
5	DSS (Res2Net-50)	0.841	No	Res2Net: A New Multi-scale Backbone Architecture	2019-04-02	Code
6	CPD-R (ResNet50)	0.824	No	Cascaded Partial Decoder for Fast and Accurate S...	2019-04-18	Code

#1TRACER-TE7SOTA
0.909
F-measure· 2021-12-14
TRACER: Extreme Attention Guided Salient Object Tracing Network Code
#2InSPyReNet
0.893
F-measure· 2022-09-20
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection Code
#3CFDNSOTA
0.891
F-measure· 2021-10-13
Saliency Detection via Global Context Enhanced Feature Fusion and Edge Weighted Loss
#4PoolNet (VGG-16)SOTA
0.88
F-measure· 2019-04-21
A Simple Pooling-Based Design for Real-Time Salient Object Detection Code
#5DSS (Res2Net-50)SOTA
0.841
F-measure· 2019-04-02
Res2Net: A New Multi-scale Backbone Architecture Code
#6CPD-R (ResNet50)
0.824
F-measure· 2019-04-18
Cascaded Partial Decoder for Fast and Accurate Salient Object Detection Code