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Models/CodeBERT(MLM)

CodeBERT(MLM)

Reported on 12 benchmarks across 1 task · 1 paper · 12 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Natural Language Processing12 results

Cloze TestonCodeXGLUE - CT-all
Go· 2021-02-09
83.31
SOTA
CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation arXiv:2102.04664
Cloze TestonCodeXGLUE - CT-all
JS· 2021-02-09
81.77
SOTA
CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation arXiv:2102.04664
Cloze TestonCodeXGLUE - CT-all
Java· 2021-02-09
80.63
SOTA
CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation arXiv:2102.04664
Cloze TestonCodeXGLUE - CT-all
PHP· 2021-02-09
85.05
SOTA
CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation arXiv:2102.04664
Cloze TestonCodeXGLUE - CT-all
Python· 2021-02-09
87.21
SOTA
CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation arXiv:2102.04664
Cloze TestonCodeXGLUE - CT-all
Ruby· 2021-02-09
80.17
SOTA
CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation arXiv:2102.04664
Cloze TestonCodeXGLUE - CT-maxmin
Go· 2021-02-09
90.79
SOTA
CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation arXiv:2102.04664
Cloze TestonCodeXGLUE - CT-maxmin
JS· 2021-02-09
86.4
SOTA
CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation arXiv:2102.04664
Cloze TestonCodeXGLUE - CT-maxmin
Java· 2021-02-09
90.46
SOTA
CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation arXiv:2102.04664
Cloze TestonCodeXGLUE - CT-maxmin
PHP· 2021-02-09
88.21
SOTA
CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation arXiv:2102.04664
Cloze TestonCodeXGLUE - CT-maxmin
Python· 2021-02-09
82.2
SOTA
CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation arXiv:2102.04664
Cloze TestonCodeXGLUE - CT-maxmin
Ruby· 2021-02-09
86.84
SOTA
CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation arXiv:2102.04664