Saliency Detection on MSU Video Saliency Prediction

Metric: AUC-J (higher is better)

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#	Model↕	AUC-J▼	Extra Data	Paper	Date↕	Code
1	ViNet (dave)	0.864	No	ViNet: Pushing the limits of Visual Modality for...	2020-12-11	Code
2	UNISAL (videos)	0.858	No	Unified Image and Video Saliency Modeling	2020-03-11	Code
3	DINet	0.858	No	A Dilated Inception Network for Visual Saliency ...	2019-04-07	Code
4	TASED-Net	0.852	No	TASED-Net: Temporally-Aggregating Spatial Encode...	2019-08-15	Code
5	MSI-Net (dutomron)	0.852	No	Contextual Encoder-Decoder Network for Visual Sa...	2019-02-18	Code
6	HD2S	0.844	No	Hierarchical Domain-Adapted Feature Learning for...	2020-10-02	Code
7	STRA-Net	0.841	No	Video Saliency Prediction Using Enhanced Spatiot...	2020-01-02	Code
8	ACLNet	0.839	No	Revisiting Video Saliency: A Large-scale Benchma...	2018-01-23	Code
9	SalEMA	0.821	No	Simple vs complex temporal recurrences for video...	2019-07-03	Code
10	HFT	0.814	No	Visual Saliency Based on Scale-Space Analysis in...	2016-05-06	-
11	ITTI	0.811	No	-	-	-
12	GASP	0.81	No	GASP: Gated Attention For Saliency Prediction	2022-06-09	Code
13	GBVS	0.81	No	-	-	-
14	DeepVS	0.804	No	-	-	Code

#1ViNet (dave)SOTA
0.864
AUC-J· 2020-12-11
ViNet: Pushing the limits of Visual Modality for Audio-Visual Saliency Prediction Code
#2UNISAL (videos)
0.858
AUC-J· 2020-03-11
Unified Image and Video Saliency Modeling Code
#3DINetSOTA
0.858
AUC-J· 2019-04-07
A Dilated Inception Network for Visual Saliency Prediction Code
#4TASED-Net
0.852
AUC-J· 2019-08-15
TASED-Net: Temporally-Aggregating Spatial Encoder-Decoder Network for Video Saliency Detection Code
#5MSI-Net (dutomron)SOTA
0.852
AUC-J· 2019-02-18
Contextual Encoder-Decoder Network for Visual Saliency Prediction Code
#6HD2S
0.844
AUC-J· 2020-10-02
Hierarchical Domain-Adapted Feature Learning for Video Saliency Prediction Code
#7STRA-Net
0.841
AUC-J· 2020-01-02
Video Saliency Prediction Using Enhanced Spatiotemporal Alignment Network Code
#8ACLNetSOTA
0.839
AUC-J· 2018-01-23
Revisiting Video Saliency: A Large-scale Benchmark and a New Model Code
#9SalEMA
0.821
AUC-J· 2019-07-03
Simple vs complex temporal recurrences for video saliency prediction Code
#10HFTSOTA
0.814
AUC-J· 2016-05-06
Visual Saliency Based on Scale-Space Analysis in the Frequency Domain
#11ITTI
0.811
AUC-J
No paper
#12GASP
0.81
AUC-J· 2022-06-09
GASP: Gated Attention For Saliency Prediction Code
#13GBVS
0.81
AUC-J
No paper
#14DeepVS
0.804
AUC-J
No paperCode