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Models/CodeT5+ 770M

CodeT5+ 770M

Reported on 12 benchmarks across 2 tasks · 1 paper · 5 SOTA

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

Computer Code12 results

  • Code SearchonCodeXGLUE - AdvTest
    MRR· 2023-05-13
    44.7
    SOTA
    CodeT5+: Open Code Large Language Models for Code Understanding and GenerationarXiv:2305.07922
  • Code CompletiononCodeXGLUE - Github Java Corpus
    EM (line-level)· 2023-05-13
    37.9
    SOTA
    CodeT5+: Open Code Large Language Models for Code Understanding and GenerationarXiv:2305.07922
  • Code CompletiononCodeXGLUE - Github Java Corpus
    Edit Sim (line-level)· 2023-05-13
    72.25
    SOTA
    CodeT5+: Open Code Large Language Models for Code Understanding and GenerationarXiv:2305.07922
  • Code CompletiononCodeXGLUE - PY150
    EM (line-level)· 2023-05-13
    44.86
    SOTA
    CodeT5+: Open Code Large Language Models for Code Understanding and GenerationarXiv:2305.07922
  • Code CompletiononCodeXGLUE - PY150
    Edit Sim (line-level)· 2023-05-13
    74.22
    SOTA
    CodeT5+: Open Code Large Language Models for Code Understanding and GenerationarXiv:2305.07922
  • Code SearchonCodeSearchNet
    Go· 2023-05-13
    92.7
    best: 97.7 (cpt-code S)
    CodeT5+: Open Code Large Language Models for Code Understanding and GenerationarXiv:2305.07922
  • Code SearchonCodeSearchNet
    JS· 2023-05-13
    71.3
    best: 86.5 (cpt-code M)
    CodeT5+: Open Code Large Language Models for Code Understanding and GenerationarXiv:2305.07922
  • Code SearchonCodeSearchNet
    Java· 2023-05-13
    76.2
    best: 94.4 (cpt-code M)
    CodeT5+: Open Code Large Language Models for Code Understanding and GenerationarXiv:2305.07922
  • Code SearchonCodeSearchNet
    Overall· 2023-05-13
    77.4
    best: 93.5 (cpt-code M)
    CodeT5+: Open Code Large Language Models for Code Understanding and GenerationarXiv:2305.07922
  • Code SearchonCodeSearchNet
    PHP· 2023-05-13
    70.1
    best: 97.2 (cpt-code M)
    CodeT5+: Open Code Large Language Models for Code Understanding and GenerationarXiv:2305.07922
  • Code SearchonCodeSearchNet
    Python· 2023-05-13
    75.8
    best: 99.9 (cpt-code M)
    CodeT5+: Open Code Large Language Models for Code Understanding and GenerationarXiv:2305.07922
  • Code SearchonCodeSearchNet
    Ruby· 2023-05-13
    78
    best: 86.3 (cpt-code S)
    CodeT5+: Open Code Large Language Models for Code Understanding and GenerationarXiv:2305.07922