Saliency Detection on SALICON

Metric: SIM (higher is better)

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#	Model↕	SIM▼	Extra Data	Paper	Date↕	Code
1	SUM	0.804	No	SUM: Saliency Unification through Mamba for Visu...	2024-06-25	Code
2	TranSalNet	0.803	No	TranSalNet: Towards perceptually relevant visual...	2021-10-07	Code
3	TempSAL	0.8	No	-	-	Code
4	SalNAS-XL + Self-KD	0.796	No	SalNAS: Efficient Saliency-prediction Neural Arc...	2024-07-29	Code
5	MDS-ViTNet	0.7887	No	MDS-ViTNet: Improving saliency prediction for Ey...	2024-05-29	Code

#1SUMSOTA
0.804
SIM· 2024-06-25
SUM: Saliency Unification through Mamba for Visual Attention Modeling Code
#2TranSalNetSOTA
0.803
SIM· 2021-10-07
TranSalNet: Towards perceptually relevant visual saliency prediction Code
#3TempSAL
0.8
SIM
No paperCode
#4SalNAS-XL + Self-KD
0.796
SIM· 2024-07-29
SalNAS: Efficient Saliency-prediction Neural Architecture Search with self-knowledge distillation Code
#5MDS-ViTNet
0.7887
SIM· 2024-05-29
MDS-ViTNet: Improving saliency prediction for Eye-Tracking with Vision Transformer Code