Awesome Aesthetics Assessment: Research on 11 Design Categories

Organized across 11 design categories, this repository curated by sahilg06 provides a structured collection of research papers on graphic design aesthetics as of August 2025. It focuses on the quantitative evaluation of elements such as typography, layout-optimization, and color-scheme selection.

Use Cases

• Researching typography heuristics for automated quality-evaluation
• Identifying layout-optimization algorithms for layout-generation tasks
• Comparing color-scheme metrics for quantitative-evaluation of graphic designs

Strengths

• Includes 11 distinct categories for design assessment
• Updated as of August 2025
• Focuses on quantitative-evaluation rather than subjective art assessment

Limitations

• Lacks a raw image-label dataset for direct model training
• Metadata for listed papers is not provided in a parseable tabular format
• Requires manual navigation to external links for full content access

Provenance

Source

sahilg06 via GitHub

Collection Method

manual curation

Freshness

Last updated August 2025.