Saliency Detection on SALICON

Metric: CC (higher is better)

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#	Model↕	CC▼	Extra Data	Paper	Date↕	Code
1	TempSAL	0.911	No	-	-	Code
2	SUM	0.909	No	SUM: Saliency Unification through Mamba for Visu...	2024-06-25	Code
3	SalNAS-XL + Self-KD	0.909	No	SalNAS: Efficient Saliency-prediction Neural Arc...	2024-07-29	Code
4	TranSalNet	0.907	No	TranSalNet: Towards perceptually relevant visual...	2021-10-07	Code
5	MDS-ViTNet	0.898	No	MDS-ViTNet: Improving saliency prediction for Ey...	2024-05-29	Code

#1TempSAL
0.911
CC
No paperCode
#2SUMSOTA
0.909
CC· 2024-06-25
SUM: Saliency Unification through Mamba for Visual Attention Modeling Code
#3SalNAS-XL + Self-KD
0.909
CC· 2024-07-29
SalNAS: Efficient Saliency-prediction Neural Architecture Search with self-knowledge distillation Code
#4TranSalNetSOTA
0.907
CC· 2021-10-07
TranSalNet: Towards perceptually relevant visual saliency prediction Code
#5MDS-ViTNet
0.898
CC· 2024-05-29
MDS-ViTNet: Improving saliency prediction for Eye-Tracking with Vision Transformer Code