RGB Salient Object Detection on DAVIS-2016

Metric: AVERAGE MAE (lower is better)

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#	Model↕	AVERAGE MAE▲	Extra Data	Paper	Date↕	Code
1	RealFlow	0.01	Yes	Transforming Static Images Using Generative Mode...	2024-11-21	-
2	UFO	0.015	Yes	A Unified Transformer Framework for Group-based ...	2022-03-09	Code
3	SSAV	0.028	Yes	-	-	Code
4	RCRNet+NER	0.028	Yes	Semi-Supervised Video Salient Object Detection U...	2019-08-12	Code
5	PDB	0.028	Yes	-	-	-
6	MBNM	0.031	Yes	-	-	-
7	FGRN	0.043	Yes	-	-	-
8	SAGM	0.105	Yes	-	-	-
9	MB+M	0.173	Yes	-	-	-
10	MSTM	0.174	Yes	-	-	Code
11	TIMP	0.185	Yes	-	-	-

#1RealFlowSOTA
0.01
AVERAGE MAE· Extra Data· 2024-11-21
Transforming Static Images Using Generative Models for Video Salient Object Detection
#2UFOSOTA
0.015
AVERAGE MAE· Extra Data· 2022-03-09
A Unified Transformer Framework for Group-based Segmentation: Co-Segmentation, Co-Saliency Detection and Video Salient Object Detection Code
#3SSAV
0.028
AVERAGE MAE· Extra Data
No paperCode
#4RCRNet+NERSOTA
0.028
AVERAGE MAE· Extra Data· 2019-08-12
Semi-Supervised Video Salient Object Detection Using Pseudo-Labels Code
#5PDB
0.028
AVERAGE MAE· Extra Data
No paper
#6MBNM
0.031
AVERAGE MAE· Extra Data
No paper
#7FGRN
0.043
AVERAGE MAE· Extra Data
No paper
#8SAGM
0.105
AVERAGE MAE· Extra Data
No paper
#9MB+M
0.173
AVERAGE MAE· Extra Data
No paper
#10MSTM
0.174
AVERAGE MAE· Extra Data
No paperCode
#11TIMP
0.185
AVERAGE MAE· Extra Data
No paper