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Models/ViT5 base

ViT5 base

Reported on 7 benchmarks across 3 tasks · 1 paper

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

Natural Language Processing4 results

  • Named Entity Recognition (NER)onPhoNER COVID19
    F1 (%)· 2022-05-13
    94.5
    best: 96.7 (ViHealthBERT)
    ViT5: Pretrained Text-to-Text Transformer for Vietnamese Language GenerationarXiv:2205.06457
  • Abstractive Text Summarizationonvietnews
    Rouge-1· 2022-05-13
    62.77
    best: 67.8 (Kết quả nghiên cứu)
    ViT5: Pretrained Text-to-Text Transformer for Vietnamese Language GenerationarXiv:2205.06457
  • Abstractive Text Summarizationonvietnews
    Rouge-2· 2022-05-13
    33.16
    best: 34.24 (ViT5 large)
    ViT5: Pretrained Text-to-Text Transformer for Vietnamese Language GenerationarXiv:2205.06457
  • Abstractive Text Summarizationonvietnews
    Rouge-L· 2022-05-13
    42.75
    best: 43.55 (ViT5 large)
    ViT5: Pretrained Text-to-Text Transformer for Vietnamese Language GenerationarXiv:2205.06457

Knowledge Base3 results

  • Text Summarizationonvietnews
    Rouge-1· 2022-05-13
    62.77
    best: 67.8 (Kết quả nghiên cứu)
    ViT5: Pretrained Text-to-Text Transformer for Vietnamese Language GenerationarXiv:2205.06457
  • Text Summarizationonvietnews
    Rouge-2· 2022-05-13
    33.16
    best: 34.24 (ViT5 large)
    ViT5: Pretrained Text-to-Text Transformer for Vietnamese Language GenerationarXiv:2205.06457
  • Text Summarizationonvietnews
    Rouge-L· 2022-05-13
    42.75
    best: 43.55 (ViT5 large)
    ViT5: Pretrained Text-to-Text Transformer for Vietnamese Language GenerationarXiv:2205.06457