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Models/multitask

multitask

Reported on 18 benchmarks across 2 tasks

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

Natural Language Processing18 results

  • Entity LinkingonKILT: WNED-WIKI
    Accuracy
    46.74
    best: 87.44 (GENRE)
  • Entity LinkingonKILT: WNED-WIKI
    KILT-AC
    46.68
    best: 87.44 (GENRE)
  • Entity LinkingonKILT: WNED-WIKI
    R-Prec
    47.54
    best: 88.12 (chriskuei)
  • Entity LinkingonKILT: WNED-WIKI
    Recall@5
    68.42
    best: 95.62 (chriskuei)
  • Entity LinkingonKILT: AIDA-YAGO2
    Accuracy
    66.75
    best: 89.85 (GENRE)
  • Entity LinkingonKILT: AIDA-YAGO2
    KILT-AC
    66.75
    best: 89.85 (GENRE)
  • Entity LinkingonKILT: AIDA-YAGO2
    R-Prec
    68.43
    best: 89.98 (chriskuei)
  • Entity LinkingonKILT: AIDA-YAGO2
    Recall@5
    84.32
    best: 94.85 (chriskuei)
  • Entity LinkingonKILT: WNED-CWEB
    Accuracy
    47.45
    best: 71.22 (GENRE)
  • Entity LinkingonKILT: WNED-CWEB
    KILT-AC
    47.45
    best: 71.22 (GENRE)
  • Entity LinkingonKILT: WNED-CWEB
    R-Prec
    47.52
    best: 71.22 (GENRE)
  • Entity LinkingonKILT: WNED-CWEB
    Recall@5
    65.4
    best: 81.76 (BLINK)
  • Open-Domain DialogonKILT: Wizard of Wikipedia
    F1
    3.09
    best: 19.19 (Hindsight)
  • Open-Domain DialogonKILT: Wizard of Wikipedia
    KILT-F1
    2.18
    best: 13.39 (Hindsight)
  • Open-Domain DialogonKILT: Wizard of Wikipedia
    KILT-RL
    2.04
    best: 11.92 (Hindsight)
  • Open-Domain DialogonKILT: Wizard of Wikipedia
    R-Prec
    55.71
    best: 64.79 (chriskuei)
  • Open-Domain DialogonKILT: Wizard of Wikipedia
    ROUGE-L
    2.92
    best: 17.06 (Hindsight)
  • Open-Domain DialogonKILT: Wizard of Wikipedia
    Recall@5
    75.59
    best: 82.15 (chriskuei)