Codesota · Computer Vision · Optical Character Recognition · codesearchnet---pythonTasks/Computer Vision/Optical Character Recognition
Optical Character Recognition · benchmark dataset · 2020 · EN

codesearchnet---python.

Dataset from Papers With Code

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§ 01 · Leaderboard

Best published scores.

7 results indexed across 1 metric. Shaded row marks current SOTA; ties broken by submission date.

Primary
accuracy · higher is better
smoothed-bleu-4
7 rows
#ModelOrgSubmittedPaper / codesmoothed-bleu-4
01CodeTrans-MT-Base—Apr 2021CodeTrans: Towards Cracking the Language of Silicon's Co… · code20.39
02CodeBERT (MLM)—Feb 2020CodeBERT: A Pre-Trained Model for Programming and Natura… · code15.48
03CodeBERT (MLM+RTD)—Feb 2020CodeBERT: A Pre-Trained Model for Programming and Natura… · code15.41
04pre-train w/ code only—Feb 2020CodeBERT: A Pre-Trained Model for Programming and Natura… · code15.12
05RoBERTa—Feb 2020CodeBERT: A Pre-Trained Model for Programming and Natura… · code14.92
06Transformer—Feb 2020CodeBERT: A Pre-Trained Model for Programming and Natura… · code13.44
07seq2seq—Feb 2020CodeBERT: A Pre-Trained Model for Programming and Natura… · code13.04
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

2 papers
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