Codesota · Models · GraphCodeBERTMicrosoft1 results · 1 benchmarks
Model card

GraphCodeBERT.

Microsoftopen-weights125M paramstransformer

Graph-augmented code pre-trained model, ICLR 2022

§ 02 · Benchmarks

Every benchmark GraphCodeBERT has a recorded score for.

#BenchmarkArea · TaskMetricValueRankDateSource
01codesearchnet---javascriptComputer Vision · Optical Character Recognitionsmoothed-bleu-414.8%#8/142024-12-01source ↗
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 GraphCodeBERT actually performs.

Computer Vision
1
benchmark
avg rank #8.0
§ 04 · Papers

1 paper with results for GraphCodeBERT.

  1. 2024-12-01· 1 result

    AdvFusion: Adapter-based Knowledge Transfer for Code Summarization on Code Language Models

§ 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.

AdvFusion paper (IEEE TSE 2024)
1
result
1 of 1 rows marked verified.