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# TinyAestheticNet
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## Data
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To measure creativity in paintings, this study utilizes a dataset consisting of 878 open-access modern art paintings. Each artwork was rigorously evaluated by 3 fine arts experts specializing in painting. The experts reached a consensus to score the artworks on a scale of 1 to 10 across 5 distinct criteria:
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# TinyAestheticNet
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A tiny aesthetic assessment model featuring only **16,581 trainable parameters** built on top of a frozen CLIP backbone, achieving an impressive **1.29 MAE** on a 1-10 scoring scale.
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## Data
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To measure creativity in paintings, this study utilizes a dataset consisting of 878 open-access modern art paintings. Each artwork was rigorously evaluated by 3 fine arts experts specializing in painting. The experts reached a consensus to score the artworks on a scale of 1 to 10 across 5 distinct criteria:
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