Image Quality Assessment on Image Aesthetics dataset

Metric: Accuracy (higher is better)

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#	Model↕	Accuracy▼	Extra Data	Paper	Date↕	Code
1	OrdinalCLIP	73.05	No	OrdinalCLIP: Learning Rank Prompts for Language-...	2022-06-06	Code
2	POE	72.44	No	Learning Probabilistic Ordinal Embeddings for Un...	2021-03-25	Code
3	SORD	72.03	No	-	-	-
4	CNNPOR	70.05	No	-	-	-

#1OrdinalCLIPSOTA
73.05
Accuracy· 2022-06-06
OrdinalCLIP: Learning Rank Prompts for Language-Guided Ordinal Regression Code
#2POESOTA
72.44
Accuracy· 2021-03-25
Learning Probabilistic Ordinal Embeddings for Uncertainty-Aware Regression Code
#3SORD
72.03
Accuracy
No paper
#4CNNPOR
70.05
Accuracy
No paper