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Models/MetaRAG

MetaRAG

Reported on 12 benchmarks across 1 task

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

Natural Language Processing12 results

  • Slot FillingonKILT: T-REx
    Accuracy
    78.66
    best: 87.68 (Re2G)
  • Slot FillingonKILT: T-REx
    F1
    81.71
    best: 89.93 (Re2G)
  • Slot FillingonKILT: T-REx
    KILT-AC
    61.88
    best: 75.84 (Re2G)
  • Slot FillingonKILT: T-REx
    KILT-F1
    63.09
    best: 77.05 (Re2G)
  • Slot FillingonKILT: T-REx
    R-Prec
    66.36
    best: 81.9 (TABi)
  • Slot FillingonKILT: T-REx
    Recall@5
    76.24
    best: 89.36 (TABi)
  • Slot FillingonKILT: Zero Shot RE
    Accuracy
    71.61
    best: 74.63 (single ngram)
  • Slot FillingonKILT: Zero Shot RE
    F1
    76.6
    best: 79.66 (single ngram)
  • Slot FillingonKILT: Zero Shot RE
    KILT-AC
    71.1
    best: 73.2 (single ngram)
  • Slot FillingonKILT: Zero Shot RE
    KILT-F1
    75.86
    best: 78.12 (single ngram)
  • Slot FillingonKILT: Zero Shot RE
    R-Prec
    95.81
    best: 98.49 (KGI_1)
  • Slot FillingonKILT: Zero Shot RE
    Recall@5
    96.64
    best: 99.34 (single ngram)