RGB Salient Object Detection on FBMS-59

Metric: AVERAGE MAE (lower is better)

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#	Model↕	AVERAGE MAE▲	Extra Data	Paper	Date↕	Code
1	RealFlow	0.028	Yes	Transforming Static Images Using Generative Mode...	2024-11-21	-
2	UFO	0.028	No	A Unified Transformer Framework for Group-based ...	2022-03-09	Code
3	SSAV	0.04	Yes	-	-	Code
4	MBNM	0.047	Yes	-	-	-
5	RCRNet+NER	0.054	Yes	Semi-Supervised Video Salient Object Detection U...	2019-08-12	Code
6	PDB	0.064	Yes	-	-	-
7	LTSI	0.087	Yes	-	-	-
8	FGRN	0.088	Yes	-	-	-
9	SPD	0.125	Yes	-	-	-
10	RSE	0.128	Yes	-	-	-
11	SRP	0.134	Yes	-	-	-
12	MESO	0.134	Yes	-	-	-
13	SAGM	0.161	Yes	-	-	-
14	MSTM	0.177	Yes	-	-	Code
15	TIMP	0.192	Yes	-	-	-
16	MB+M	0.206	Yes	-	-	-

#1RealFlow
0.028
AVERAGE MAE· Extra Data· 2024-11-21
Transforming Static Images Using Generative Models for Video Salient Object Detection
#2UFOSOTA
0.028
AVERAGE MAE· 2022-03-09
A Unified Transformer Framework for Group-based Segmentation: Co-Segmentation, Co-Saliency Detection and Video Salient Object Detection Code
#3SSAV
0.04
AVERAGE MAE· Extra Data
No paperCode
#4MBNM
0.047
AVERAGE MAE· Extra Data
No paper
#5RCRNet+NERSOTA
0.054
AVERAGE MAE· Extra Data· 2019-08-12
Semi-Supervised Video Salient Object Detection Using Pseudo-Labels Code
#6PDB
0.064
AVERAGE MAE· Extra Data
No paper
#7LTSI
0.087
AVERAGE MAE· Extra Data
No paper
#8FGRN
0.088
AVERAGE MAE· Extra Data
No paper
#9SPD
0.125
AVERAGE MAE· Extra Data
No paper
#10RSE
0.128
AVERAGE MAE· Extra Data
No paper
#11SRP
0.134
AVERAGE MAE· Extra Data
No paper
#12MESO
0.134
AVERAGE MAE· Extra Data
No paper
#13SAGM
0.161
AVERAGE MAE· Extra Data
No paper
#14MSTM
0.177
AVERAGE MAE· Extra Data
No paperCode
#15TIMP
0.192
AVERAGE MAE· Extra Data
No paper
#16MB+M
0.206
AVERAGE MAE· Extra Data
No paper