Image Quality Assessment on TID2013

Metric: SRCC (higher is better)

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#	Model↕	SRCC▼	Extra Data	Paper	Date↕	Code
1	UNIQA	0.953	No	You Only Train Once: A Unified Framework for Bot...	2023-10-14	Code
2	ARNIQA	0.88	No	ARNIQA: Learning Distortion Manifold for Image Q...	2023-10-20	Code
3	TReS	0.863	No	No-Reference Image Quality Assessment via Transf...	2021-08-16	Code
4	CONTRIQUE	0.843	No	Image Quality Assessment using Contrastive Learn...	2021-10-25	Code
5	HyperIQA	0.84	No	-	-	Code
6	DB-CNN	0.816	No	Blind Image Quality Assessment Using A Deep Bili...	2019-07-05	Code
7	Re-IQA	0.804	No	Re-IQA: Unsupervised Learning for Image Quality ...	2023-04-02	Code
8	BRISQUE	0.604	No	-	-	Code

#1UNIQASOTA
0.953
SRCC· 2023-10-14
You Only Train Once: A Unified Framework for Both Full-Reference and No-Reference Image Quality Assessment Code
#2ARNIQA
0.88
SRCC· 2023-10-20
ARNIQA: Learning Distortion Manifold for Image Quality Assessment Code
#3TReSSOTA
0.863
SRCC· 2021-08-16
No-Reference Image Quality Assessment via Transformers, Relative Ranking, and Self-Consistency Code
#4CONTRIQUE
0.843
SRCC· 2021-10-25
Image Quality Assessment using Contrastive Learning Code
#5HyperIQA
0.84
SRCC
No paperCode
#6DB-CNNSOTA
0.816
SRCC· 2019-07-05
Blind Image Quality Assessment Using A Deep Bilinear Convolutional Neural Network Code
#7Re-IQA
0.804
SRCC· 2023-04-02
Re-IQA: Unsupervised Learning for Image Quality Assessment in the Wild Code
#8BRISQUE
0.604
SRCC
No paperCode