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Models/Baseline TF-IDF1.1

Baseline TF-IDF1.1

Reported on 12 benchmarks across 5 tasks · 1 paper

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· 2020-10-29
    0.587
    best: 0.941 (Golden Transformer)
    RussianSuperGLUE: A Russian Language Understanding Evaluation BenchmarkarXiv:2010.15925
  • Reading ComprehensiononMuSeRC
    EM · 2020-10-29
    0.242
    best: 0.819 (Golden Transformer)
    RussianSuperGLUE: A Russian Language Understanding Evaluation BenchmarkarXiv:2010.15925
  • Question AnsweringonDaNetQA
    Accuracy· 2020-10-29
    0.621
    best: 0.917 (Golden Transformer)
    RussianSuperGLUE: A Russian Language Understanding Evaluation BenchmarkarXiv:2010.15925
  • Common Sense ReasoningonRWSD
    Accuracy· 2020-10-29
    0.662
    best: 0.84 (Human Benchmark)
    RussianSuperGLUE: A Russian Language Understanding Evaluation BenchmarkarXiv:2010.15925
  • Common Sense ReasoningonPARus
    Accuracy· 2020-10-29
    0.486
    best: 0.982 (Human Benchmark)
    RussianSuperGLUE: A Russian Language Understanding Evaluation BenchmarkarXiv:2010.15925
  • Common Sense ReasoningonRuCoS
    Average F1· 2020-10-29
    0.26
    best: 0.93 (Human Benchmark)
    RussianSuperGLUE: A Russian Language Understanding Evaluation BenchmarkarXiv:2010.15925
  • Common Sense ReasoningonRuCoS
    EM · 2020-10-29
    0.252
    best: 0.924 (Golden Transformer)
    RussianSuperGLUE: A Russian Language Understanding Evaluation BenchmarkarXiv:2010.15925
  • Word Sense DisambiguationonRUSSE
    Accuracy· 2020-10-29
    0.57
    best: 0.805 (Human Benchmark)
    RussianSuperGLUE: A Russian Language Understanding Evaluation BenchmarkarXiv:2010.15925
  • Natural Language InferenceonRCB
    Accuracy· 2020-10-29
    0.441
    best: 0.702 (Human Benchmark)
    RussianSuperGLUE: A Russian Language Understanding Evaluation BenchmarkarXiv:2010.15925
  • Natural Language InferenceonRCB
    Average F1· 2020-10-29
    0.301
    best: 0.68 (Human Benchmark)
    RussianSuperGLUE: A Russian Language Understanding Evaluation BenchmarkarXiv:2010.15925
  • Natural Language InferenceonLiDiRus
    MCC· 2020-10-29
    0.06
    best: 0.626 (Human Benchmark)
    RussianSuperGLUE: A Russian Language Understanding Evaluation BenchmarkarXiv:2010.15925
  • Natural Language InferenceonTERRa
    Accuracy· 2020-10-29
    0.471
    best: 0.92 (Human Benchmark)
    RussianSuperGLUE: A Russian Language Understanding Evaluation BenchmarkarXiv:2010.15925