2D Classification on CoSal2015

Metric: MAE (lower is better)

LeaderboardDataset

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#	Model↕	MAE▲	Augmentations	Paper	Date↕	Code
1	DMT	0.045	No	Discriminative Co-Saliency and Background Mining...	2023-04-30	Code
2	GCoNet+	0.0563	No	GCoNet+: A Stronger Group Collaborative Co-Salie...	2022-05-30	Code
3	CADC	0.064	No	Summarize and Search: Learning Consensus-aware D...	2021-10-01	Code
4	UFO	0.064	No	A Unified Transformer Framework for Group-based ...	2022-03-09	Code
5	DCFM	0.067	No	Democracy Does Matter: Comprehensive Feature Min...	2022-03-11	Code
6	GCoNet	0.068	No	Group Collaborative Learning for Co-Salient Obje...	2021-03-15	Code
7	GICD	0.071	No	Gradient-Induced Co-Saliency Detection	2020-04-28	Code
8	CoEG-Net	0.077	No	-	-	Code
9	EGNet	0.099	No	-	-	Code
10	CSMG	0.13	No	-	-	-

#1DMTSOTA
0.045
MAE· 2023-04-30
Discriminative Co-Saliency and Background Mining Transformer for Co-Salient Object Detection Code
#2GCoNet+SOTA
0.0563
MAE· 2022-05-30
GCoNet+: A Stronger Group Collaborative Co-Salient Object Detector Code
#3CADCSOTA
0.064
MAE· 2021-10-01
Summarize and Search: Learning Consensus-aware Dynamic Convolution for Co-Saliency Detection Code
#4UFO
0.064
MAE· 2022-03-09
A Unified Transformer Framework for Group-based Segmentation: Co-Segmentation, Co-Saliency Detection and Video Salient Object Detection Code
#5DCFM
0.067
MAE· 2022-03-11
Democracy Does Matter: Comprehensive Feature Mining for Co-Salient Object Detection Code
#6GCoNetSOTA
0.068
MAE· 2021-03-15
Group Collaborative Learning for Co-Salient Object Detection Code
#7GICDSOTA
0.071
MAE· 2020-04-28
Gradient-Induced Co-Saliency Detection Code
#8CoEG-Net
0.077
MAE
No paperCode
#9EGNet
0.099
MAE
No paperCode
#10CSMG
0.13
MAE
No paper