Codesota · Models · CodeBERTMicrosoft2 results · 2 benchmarks
Model card

CodeBERT.

Microsoftopen-sourceUnknown paramsBERT

Pre-trained model for programming and natural languages. 125M parameters.

§ 02 · Benchmarks

Every benchmark CodeBERT has a recorded score for.

#BenchmarkArea · TaskMetricValueRankDateSource
01Bugs2FixComputer Code · Bug Detectionaccuracy62.5%#6/62020-02-19source ↗
02CodeSearchNetComputer Vision · Optical Character Recognitionbleu-417.6%#7/72020-02-19source ↗
Rank column shows this model’s position vs all other models scored on the same benchmark + metric (competitors after the slash). #1 in red means current SOTA. Sorted by rank, then newest result.
§ 03 · Strengths by area

Where CodeBERT actually performs.

Computer Code
1
benchmark
avg rank #6.0
Computer Vision
1
benchmark
avg rank #7.0
§ 04 · Papers

1 paper with results for CodeBERT.

  1. 2020-02-19· Computer Code· 2 results

    CodeBERT: A Pre-Trained Model for Programming and Natural Languages

§ 05 · Related models

Other Microsoft models scored on Codesota.

Phi-4
14B params · 17 results
Phi-4 Multimodal Instruct
6B params · 9 results
WizardLM-2-8x22b
7 results
DeBERTa-v3-large
304M params · 6 results
E5-Mistral-7B-instruct
7B params · 4 results
ResNet-152
60M params · 3 results
ResNet-50
25M params · 3 results
UniXcoder
Unknown params · 3 results
§ 06 · Sources & freshness

Where these numbers come from.

arxiv
2
results
2 of 2 rows marked verified.