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Models/MFAE

MFAE

Reported on 10 benchmarks across 7 tasks

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

Natural Language Processing7 results

  • Question AnsweringonQuora Question Pairs
    Accuracy
    90.54
  • Natural Language InferenceonSNLI
    % Test Accuracy
    90.07
    best: 94.7 (UnitedSynT5 (3B))
  • Natural Language InferenceonSNLI
    % Train Accuracy
    93.18
    best: 99.7 (+ Unigram and bigram features)
  • Natural Language InferenceonMultiNLI
    Matched
    82.31
    best: 92.6 (Turing NLR v5 XXL 5.4B (fine-tuned))
  • Natural Language InferenceonMultiNLI
    Mismatched
    81.43
    best: 92.4 (Turing NLR v5 XXL 5.4B (fine-tuned))
  • Semantic Textual SimilarityonQuora Question Pairs
    Accuracy
    90.54
    best: 92.4 (data2vec)
  • Paraphrase IdentificationonQuora Question Pairs
    Accuracy
    90.54
    best: 92.4 (data2vec)

Knowledge Base1 result

  • 2D Human Pose EstimationonQuora Question Pairs
    Accuracy
    90.54

Audio1 result

  • 10-shot image generationonQuora Question Pairs
    Accuracy
    90.54

Methodology1 result

  • How To Refund A Wrong Transaction In Phonepe onQuora Question Pairs
    Accuracy
    90.54