Saliency Detection on MSU Video Saliency Prediction

Metric: FPS (higher is better)

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#	Model↕	FPS▼	Extra Data	Paper	Date↕	Code
1	UNISAL (videos)	70.46	No	Unified Image and Video Saliency Modeling	2020-03-11	Code
2	SalEMA	32.97	No	Simple vs complex temporal recurrences for video...	2019-07-03	Code
3	HD2S	24.51	No	Hierarchical Domain-Adapted Feature Learning for...	2020-10-02	Code
4	DINet	4.85	No	A Dilated Inception Network for Visual Saliency ...	2019-04-07	Code
5	ACLNet	4.18	No	Revisiting Video Saliency: A Large-scale Benchma...	2018-01-23	Code
6	GASP	3.77	No	GASP: Gated Attention For Saliency Prediction	2022-06-09	Code
7	HFT	3.63	No	Visual Saliency Based on Scale-Space Analysis in...	2016-05-06	-
8	STRA-Net	3.35	No	Video Saliency Prediction Using Enhanced Spatiot...	2020-01-02	Code
9	DeepVS	3.29	No	-	-	Code
10	ITTI	2.23	No	-	-	-
11	GBVS	1.93	No	-	-	-
12	TASED-Net	1.85	No	TASED-Net: Temporally-Aggregating Spatial Encode...	2019-08-15	Code
13	MSI-Net (dutomron)	1.28	No	Contextual Encoder-Decoder Network for Visual Sa...	2019-02-18	Code
14	ViNet (dave)	1.1	No	ViNet: Pushing the limits of Visual Modality for...	2020-12-11	Code

#1UNISAL (videos)SOTA
70.46
FPS· 2020-03-11
Unified Image and Video Saliency Modeling Code
#2SalEMASOTA
32.97
FPS· 2019-07-03
Simple vs complex temporal recurrences for video saliency prediction Code
#3HD2S
24.51
FPS· 2020-10-02
Hierarchical Domain-Adapted Feature Learning for Video Saliency Prediction Code
#4DINetSOTA
4.85
FPS· 2019-04-07
A Dilated Inception Network for Visual Saliency Prediction Code
#5ACLNetSOTA
4.18
FPS· 2018-01-23
Revisiting Video Saliency: A Large-scale Benchmark and a New Model Code
#6GASP
3.77
FPS· 2022-06-09
GASP: Gated Attention For Saliency Prediction Code
#7HFTSOTA
3.63
FPS· 2016-05-06
Visual Saliency Based on Scale-Space Analysis in the Frequency Domain
#8STRA-Net
3.35
FPS· 2020-01-02
Video Saliency Prediction Using Enhanced Spatiotemporal Alignment Network Code
#9DeepVS
3.29
FPS
No paperCode
#10ITTI
2.23
FPS
No paper
#11GBVS
1.93
FPS
No paper
#12TASED-Net
1.85
FPS· 2019-08-15
TASED-Net: Temporally-Aggregating Spatial Encoder-Decoder Network for Video Saliency Detection Code
#13MSI-Net (dutomron)
1.28
FPS· 2019-02-18
Contextual Encoder-Decoder Network for Visual Saliency Prediction Code
#14ViNet (dave)
1.1
FPS· 2020-12-11
ViNet: Pushing the limits of Visual Modality for Audio-Visual Saliency Prediction Code