Font Recognition

Description from the archive archive 2025-07-28.

Benchmarks archive 2025-07-28

8 leaderboard tables shown for this task, 8 with rows (a “benchmark” on this site is a table with at least one row, as on /sota), ordered by row count. “Best model” is the first row in the archive's own order at snapshot; nothing is re-ranked here and metric direction is not recorded in the archive. PwC's Trend sparklines are not in the archive, so that column is omitted.

Syntology column: samples harvested from the paper's repositories and executed on synthesized fixtures; “ran” is not a correctness claim and does not order the table. A dash means no Syntology record for that paper, not a recorded non-run. Read from the graph 2026-09-24.

Libraries

Not in the archive: the export carries no per-task library table, so there is nothing to show at snapshot 2025-07-28.

Datasets archive 2025-07-28

10 datasets whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

No subtask under this task in the archive's task tree.

Most implemented papers archive 2025-07-28

7 shown of 7 papers with code (19 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• Texture or Semantics? Vision-Language Models Get Lost in Font Recognition
  31 Mar 2025 1 repository listed
  Modern Vision-Language Models (VLMs) exhibit remarkable visual and linguistic capabilities, achieving impressive performance in various tasks such as image recognition and object localization.
• Persis: A Persian Font Recognition Pipeline Using Convolutional Neural Networks
  8 Oct 2023 1 repository listed
  What happens if we encounter a suitable font for our design work but do not know its name?
• Combining OCR Models for Reading Early Modern Printed Books
  11 May 2023 1 repository listed
  Moreover, we developed a system using local font group recognition in order to combine the output of multiple font recognition models, and show that while slower, this approach performs better not only on text lines…
• HENet: Forcing a Network to Think More for Font Recognition
  21 Oct 2021 1 repository listed
  Although lots of progress were made in Text Recognition/OCR in recent years, the task of font recognition is remaining challenging.
• Character-independent font identification
  24 Jan 2020 1 repository listed
  Moreover, we analyzed the relationship between character classes and font identification accuracy.
• Learning Typographic Style
  13 Mar 2016 1 repository listed
  Typography is a ubiquitous art form that affects our understanding, perception, and trust in what we read.
• DeepFont: Identify Your Font from An Image
  12 Jul 2015 1 repository listed
  As font is one of the core design concepts, automatic font identification and similar font suggestion from an image or photo has been on the wish list of many designers.