RGB Salient Object Detection on CoCA

Metric: MAE (lower is better)

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#	Model↕	MAE▲	Extra Data	Paper	Date↕	Code
1	GCoNet+	0.081	No	GCoNet+: A Stronger Group Collaborative Co-Salie...	2022-05-30	Code
2	DCFM	0.085	No	Democracy Does Matter: Comprehensive Feature Min...	2022-03-11	Code
3	UFO	0.095	No	A Unified Transformer Framework for Group-based ...	2022-03-09	Code
4	GCoNet	0.105	No	Group Collaborative Learning for Co-Salient Obje...	2021-03-15	Code
5	CoEG-Net	0.106	No	Re-thinking Co-Salient Object Detection	2020-07-07	Code
6	DMT	0.108	No	Discriminative Co-Saliency and Background Mining...	2023-04-30	Code
7	GICD	0.126	No	Gradient-Induced Co-Saliency Detection	2020-04-28	Code
8	CADC	0.133	No	Summarize and Search: Learning Consensus-aware D...	2021-10-01	Code

#1GCoNet+SOTA
0.081
MAE· 2022-05-30
GCoNet+: A Stronger Group Collaborative Co-Salient Object Detector Code
#2DCFMSOTA
0.085
MAE· 2022-03-11
Democracy Does Matter: Comprehensive Feature Mining for Co-Salient Object Detection Code
#3UFOSOTA
0.095
MAE· 2022-03-09
A Unified Transformer Framework for Group-based Segmentation: Co-Segmentation, Co-Saliency Detection and Video Salient Object Detection Code
#4GCoNetSOTA
0.105
MAE· 2021-03-15
Group Collaborative Learning for Co-Salient Object Detection Code
#5CoEG-NetSOTA
0.106
MAE· 2020-07-07
Re-thinking Co-Salient Object Detection Code
#6DMT
0.108
MAE· 2023-04-30
Discriminative Co-Saliency and Background Mining Transformer for Co-Salient Object Detection Code
#7GICDSOTA
0.126
MAE· 2020-04-28
Gradient-Induced Co-Saliency Detection Code
#8CADC
0.133
MAE· 2021-10-01
Summarize and Search: Learning Consensus-aware Dynamic Convolution for Co-Saliency Detection Code