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Models/CodeT5+ 220M

CodeT5+ 220M

Reported on 11 benchmarks across 2 tasks · 1 paper

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

Computer Code11 results

  • Code SearchonCodeXGLUE - AdvTest
    MRR· 2023-05-13
    43.3
    best: 44.7 (CodeT5+ 770M)
    CodeT5+: Open Code Large Language Models for Code Understanding and GenerationarXiv:2305.07922
  • Code SearchonCodeSearchNet
    Go· 2023-05-13
    92.4
    best: 97.7 (cpt-code S)
    CodeT5+: Open Code Large Language Models for Code Understanding and GenerationarXiv:2305.07922
  • Code SearchonCodeSearchNet
    Java· 2023-05-13
    76.1
    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
    77.1
    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
    69.8
    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
    75.6
    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
    77.7
    best: 86.3 (cpt-code S)
    CodeT5+: Open Code Large Language Models for Code Understanding and GenerationarXiv:2305.07922
  • Code CompletiononCodeXGLUE - Github Java Corpus
    EM (line-level)· 2023-05-13
    35.17
    best: 37.9 (CodeT5+ 770M)
    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
    69.48
    best: 72.25 (CodeT5+ 770M)
    CodeT5+: Open Code Large Language Models for Code Understanding and GenerationarXiv:2305.07922
  • Code CompletiononCodeXGLUE - PY150
    EM (line-level)· 2023-05-13
    43.42
    best: 44.86 (CodeT5+ 770M)
    CodeT5+: Open Code Large Language Models for Code Understanding and GenerationarXiv:2305.07922
  • Code CompletiononCodeXGLUE - PY150
    Edit Sim (line-level)· 2023-05-13
    73.69
    best: 74.22 (CodeT5+ 770M)
    CodeT5+: Open Code Large Language Models for Code Understanding and GenerationarXiv:2305.07922