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Codesota · Computer Vision · Optical Character Recognition · belfortTasks/Computer Vision/Optical Character Recognition
Optical Character Recognition · benchmark dataset · 2020 · EN

belfort.

Dataset from Papers With Code

Submit a result
§ 01 · Leaderboard

Best published scores.

8 results indexed across 2 metrics. Shaded row marks current SOTA; ties broken by submission date.


Primary
accuracy · higher is better
All metrics
cer, wer
cer
4 rows
#ModelOrgSubmittedPaper / codecer
01PyLaia (all transcriptions + agreement-based split)Jun 2023Handwritten Text Recognition from Crowdsourced Annotatio…4.34
02PyLaia (rover consensus + agreement-based split)Jun 2023Handwritten Text Recognition from Crowdsourced Annotatio…4.95
03PyLaia (human transcriptions + agreement-based split)Jun 2023Handwritten Text Recognition from Crowdsourced Annotatio…5.57
04PyLaia (human transcriptions + random split)Jun 2023Handwritten Text Recognition from Crowdsourced Annotatio…10.54
wer
4 rows
#ModelOrgSubmittedPaper / codewer
01PyLaia (all transcriptions + agreement-based split)Jun 2023Handwritten Text Recognition from Crowdsourced Annotatio…15.14
02PyLaia (rover consensus + agreement-based split)Jun 2023Handwritten Text Recognition from Crowdsourced Annotatio…17.08
03PyLaia (human transcriptions + agreement-based split)Jun 2023Handwritten Text Recognition from Crowdsourced Annotatio…19.12
04PyLaia (human transcriptions + random split)Jun 2023Handwritten Text Recognition from Crowdsourced Annotatio…28.11
Fig 2 · Rows sorted by score within each metric. Shaded row marks SOTA. Dates reflect model or paper release where available, otherwise the date Codesota accessed the source.
§ 04 · Literature

1 paper
tied to this benchmark.

Every paper below corresponds to at least one row in the leaderboard above. Click through for the arXiv preprint and, when available, the reference implementation.

§ 06 · Contribute

Have a score that beats
this table?

Submit a checkpoint and a reproduction script. We will run it, publish the score, and — if it takes the top — annotate the step on the progress chart with your name.

Submit a result Read submission guide
What a submission needs
  • 01A public checkpoint or API endpoint
  • 02A reproduction script with frozen commit + seed
  • 03Declared evaluation environment (Python, deps)
  • 04One row per metric declared by this dataset
  • 05A contact so we can follow up on discrepancies
belfort — Optical Character Recognition | CodeSOTA