Saliency Detection on CoCA

Metric: max F-measure (higher is better)

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#	Model↕	max F-measure▼	Extra Data	Paper	Date↕	Code
1	GCoNet+	0.637	No	GCoNet+: A Stronger Group Collaborative Co-Salie...	2022-05-30	Code
2	DMT	0.619	No	Discriminative Co-Saliency and Background Mining...	2023-04-30	Code
3	DCFM	0.598	No	Democracy Does Matter: Comprehensive Feature Min...	2022-03-11	Code
4	UFO	0.571	No	A Unified Transformer Framework for Group-based ...	2022-03-09	Code
5	CADC	0.55	No	Summarize and Search: Learning Consensus-aware D...	2021-10-01	Code
6	GCoNet	0.544	No	Group Collaborative Learning for Co-Salient Obje...	2021-03-15	Code
7	GICD	0.513	No	Gradient-Induced Co-Saliency Detection	2020-04-28	Code
8	CSMG	0.499	No	-	-	-
9	CoEG-Net	0.493	No	Re-thinking Co-Salient Object Detection	2020-07-07	Code
10	EGNet	0.404	No	-	-	Code

#1GCoNet+SOTA
0.637
max F-measure· 2022-05-30
GCoNet+: A Stronger Group Collaborative Co-Salient Object Detector Code
#2DMT
0.619
max F-measure· 2023-04-30
Discriminative Co-Saliency and Background Mining Transformer for Co-Salient Object Detection Code
#3DCFMSOTA
0.598
max F-measure· 2022-03-11
Democracy Does Matter: Comprehensive Feature Mining for Co-Salient Object Detection Code
#4UFOSOTA
0.571
max F-measure· 2022-03-09
A Unified Transformer Framework for Group-based Segmentation: Co-Segmentation, Co-Saliency Detection and Video Salient Object Detection Code
#5CADCSOTA
0.55
max F-measure· 2021-10-01
Summarize and Search: Learning Consensus-aware Dynamic Convolution for Co-Saliency Detection Code
#6GCoNetSOTA
0.544
max F-measure· 2021-03-15
Group Collaborative Learning for Co-Salient Object Detection Code
#7GICDSOTA
0.513
max F-measure· 2020-04-28
Gradient-Induced Co-Saliency Detection Code
#8CSMG
0.499
max F-measure
No paper
#9CoEG-Net
0.493
max F-measure· 2020-07-07
Re-thinking Co-Salient Object Detection Code
#10EGNet
0.404
max F-measure
No paperCode