2D Classification on CoCA

Metric: mean E-measure (higher is better)

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#	Model↕	mean E-measure▼	Augmentations	Paper	Date↕	Code
1	GCoNet+	0.783	No	GCoNet+: A Stronger Group Collaborative Co-Salie...	2022-05-30	Code
2	DCFM	0.778	No	Democracy Does Matter: Comprehensive Feature Min...	2022-03-11	Code
3	UFO	0.762	No	A Unified Transformer Framework for Group-based ...	2022-03-09	Code
4	DMT	0.753	No	Discriminative Co-Saliency and Background Mining...	2023-04-30	Code
5	GCoNet	0.739	No	Group Collaborative Learning for Co-Salient Obje...	2021-03-15	Code
6	GICD	0.701	No	Gradient-Induced Co-Saliency Detection	2020-04-28	Code
7	CADC	0.69	No	Summarize and Search: Learning Consensus-aware D...	2021-10-01	Code
8	CoEG-Net	0.679	No	Re-thinking Co-Salient Object Detection	2020-07-07	Code
9	EGNet	0.622	No	-	-	Code
10	CSMG	0.606	No	-	-	-

#1GCoNet+SOTA
0.783
mean E-measure· 2022-05-30
GCoNet+: A Stronger Group Collaborative Co-Salient Object Detector Code
#2DCFMSOTA
0.778
mean E-measure· 2022-03-11
Democracy Does Matter: Comprehensive Feature Mining for Co-Salient Object Detection Code
#3UFOSOTA
0.762
mean E-measure· 2022-03-09
A Unified Transformer Framework for Group-based Segmentation: Co-Segmentation, Co-Saliency Detection and Video Salient Object Detection Code
#4DMT
0.753
mean E-measure· 2023-04-30
Discriminative Co-Saliency and Background Mining Transformer for Co-Salient Object Detection Code
#5GCoNetSOTA
0.739
mean E-measure· 2021-03-15
Group Collaborative Learning for Co-Salient Object Detection Code
#6GICDSOTA
0.701
mean E-measure· 2020-04-28
Gradient-Induced Co-Saliency Detection Code
#7CADC
0.69
mean E-measure· 2021-10-01
Summarize and Search: Learning Consensus-aware Dynamic Convolution for Co-Saliency Detection Code
#8CoEG-Net
0.679
mean E-measure· 2020-07-07
Re-thinking Co-Salient Object Detection Code
#9EGNet
0.622
mean E-measure
No paperCode
#10CSMG
0.606
mean E-measure
No paper