Codesota · Models · GraphCodeBERTMicrosoft1 results · 1 benchmarks
Model card

GraphCodeBERT.

Microsoftopen-weights125M paramstransformer

Graph-augmented code pre-trained model, ICLR 2022

§ 01 · 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.
§ 02 · Strengths by area

Where GraphCodeBERT actually performs.

Computer Vision
1
benchmark
avg rank #8.0
§ 03 · 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

§ 04 · Related models

Other Microsoft models scored on Codesota.

RAD-DINO
2 results · 1 SOTA
NaturalSpeech 3
~500M params · 1 result · 1 SOTA
Swin Transformer V2 Large
197M params · 1 result · 1 SOTA
WavLM Large (SV)
316M params · 1 result · 1 SOTA
ResNet-50
25M params · 3 results
Florence-2-Large
2 results
KOSMOS-2.5
2 results
ResNet-152
60M params · 2 results
§ 05 · Sources & freshness

Where these numbers come from.

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