Datasets › AdobeVFR real
AdobeVFR real (Adobe Visual Font Recognition real-world images dataset)
Subset of AdobeVFR. The dataset contains "real-world text images".
We collected 201,780 text images from various typography forums, where people post these images seeking help from experts to identify the fonts. Most of them come with hand-annotated font labels which may be inaccurate. (...) Finally, we obtain 4,384 real-world test images with reliable labels, covering 617 classes (out of 2,383). (...) Removing the 4,384 labeled images from the full set, we are left with 197,396 unlabeled real- world images which we denote as VFR_real_u.
The labeled images form VFR_real_test. The other part of AdobeVFR consists of synthetic data (with 2383 classes).
Benchmarks archive 2025-07-28
All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Font Recognition | AdobeVFR real | DeepFont (CAE_FR) Top 1 Accuracy 71.42 | DeepFont: Identify Your Font from An Image | robinreni96/Font_Recognition-DeepFont | 2 | Compare |
Papers archive 2025-07-28
2 shown of 2 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 3. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| HENet: Forcing a Network to Think More for Font Recognition | 1 | 1 | 21 Oct 2021 | not harvested |
| DeepFont: Identify Your Font from An Image | 1 | 1 | 12 Jul 2015 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
No licence recorded in the archive. Absence here is not a statement about the dataset's terms.
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- AdobeVFR real
1 variant name, as the archive lists them.
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