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Models/RuGPT3Large

RuGPT3Large

Reported on 12 benchmarks across 5 tasks

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

Natural Language Processing12 results

  • Reading ComprehensiononMuSeRC
    Average F1
    0.729
    best: 0.941 (Golden Transformer)
  • Reading ComprehensiononMuSeRC
    EM
    0.333
    best: 0.819 (Golden Transformer)
  • Question AnsweringonDaNetQA
    Accuracy
    0.604
    best: 0.917 (Golden Transformer)
  • Common Sense ReasoningonRWSD
    Accuracy
    0.636
    best: 0.84 (Human Benchmark)
  • Common Sense ReasoningonPARus
    Accuracy
    0.584
    best: 0.982 (Human Benchmark)
  • Common Sense ReasoningonRuCoS
    Average F1
    0.21
    best: 0.93 (Human Benchmark)
  • Common Sense ReasoningonRuCoS
    EM
    0.202
    best: 0.924 (Golden Transformer)
  • Word Sense DisambiguationonRUSSE
    Accuracy
    0.647
    best: 0.805 (Human Benchmark)
  • Natural Language InferenceonRCB
    Accuracy
    0.484
    best: 0.702 (Human Benchmark)
  • Natural Language InferenceonRCB
    Average F1
    0.417
    best: 0.68 (Human Benchmark)
  • Natural Language InferenceonLiDiRus
    MCC
    0.231
    best: 0.626 (Human Benchmark)
  • Natural Language InferenceonTERRa
    Accuracy
    0.654
    best: 0.92 (Human Benchmark)