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ResearchFormerly WizWand

Image Aesthetics Assessment on Image Aesthetics Flickr (test)

73.65Accuracy (Nature)OrdinalCLIP

Evaluation results

Method	Links
OrdinalCLIP2022.06		73.65	72.85	73.2	72.5	73.05	0.273	0.279	0.277	0.291	0.28
POE2022.06		73.62	71.14	72.78	72.22	72.44	0.273	0.299	0.281	0.293	0.287
SORD2022.06		73.59	70.29	73.25	70.59	72.03	0.271	0.308	0.276	0.309	0.29
CNN Baseline2022.06		72.76	70.44	70.12	70.8	71.03	0.338	0.381	0.364	0.377	0.365
CoOp2022.06		72.74	71.46	72.14	69.34	71.42	0.285	0.298	0.294	0.33	0.302
CNNPOR2022.06		71.86	69.32	69.09	69.94	70.05	0.294	0.322	0.325	0.321	0.316
CLIP2022.06		63.33	36.78	49.84	24.79	43.69	0.438	0.737	0.683	1.063	0.73