Few-Shot Transfer Learning for Saliency Prediction on SALICON

Metric: NSS (higher is better)

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#	Model↕	NSS▼	Extra Data	Paper	Date↕	Code
1	SalNAS-XL + Self-KD	2.019	No	SalNAS: Efficient Saliency-prediction Neural Arc...	2024-07-29	Code
2	TranSalNet	2.014	No	TranSalNet: Towards perceptually relevant visual...	2021-10-07	Code
3	SUM	1.981	No	SUM: Saliency Unification through Mamba for Visu...	2024-06-25	Code
4	TempSAL	1.967	No	-	-	Code

#1SalNAS-XL + Self-KDSOTA
2.019
NSS· 2024-07-29
SalNAS: Efficient Saliency-prediction Neural Architecture Search with self-knowledge distillation Code
#2TranSalNetSOTA
2.014
NSS· 2021-10-07
TranSalNet: Towards perceptually relevant visual saliency prediction Code
#3SUM
1.981
NSS· 2024-06-25
SUM: Saliency Unification through Mamba for Visual Attention Modeling Code
#4TempSAL
1.967
NSS
No paperCode