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Models/GPT-4 (100-shot)

GPT-4 (100-shot)

Reported on 12 benchmarks across 2 tasks · 1 paper

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

Methodology12 results

  • ClusteringonOCW
    Wasserstein Distance (WD)· uses extra data· 2023-03-15
    73.6
    best: 82.5 (GPT-3.5-turbo (0-shot))
    GPT-4 Technical ReportarXiv:2303.08774
  • ClusteringonOCW
    # Correct Groups· uses extra data· 2023-03-15
    249
    best: 1405 (Human Performance)
    GPT-4 Technical ReportarXiv:2303.08774
  • ClusteringonOCW
    # Solved Walls· uses extra data· 2023-03-15
    3
    best: 285 (Human Performance)
    GPT-4 Technical ReportarXiv:2303.08774
  • ClusteringonOCW
    Adjusted Mutual Information (AMI)· uses extra data· 2023-03-15
    32.3
    best: 33.6 (GPT-4 (3-shot))
    GPT-4 Technical ReportarXiv:2303.08774
  • ClusteringonOCW
    Adjusted Rand Index (ARI)· uses extra data· 2023-03-15
    28.5
    best: 29.9 (GPT-4 (3-shot))
    GPT-4 Technical ReportarXiv:2303.08774
  • ClusteringonOCW
    Fowlkes Mallows Score (FMS)· uses extra data· 2023-03-15
    42.8
    best: 43.9 (GPT-4 (3-shot))
    GPT-4 Technical ReportarXiv:2303.08774
  • Constrained ClusteringonOCW
    Wasserstein Distance (WD)· uses extra data· 2023-03-15
    73.6
    best: 82.5 (GPT-3.5-turbo (0-shot))
    GPT-4 Technical ReportarXiv:2303.08774
  • Constrained ClusteringonOCW
    # Correct Groups· uses extra data· 2023-03-15
    249
    best: 1405 (Human Performance)
    GPT-4 Technical ReportarXiv:2303.08774
  • Constrained ClusteringonOCW
    # Solved Walls· uses extra data· 2023-03-15
    3
    best: 285 (Human Performance)
    GPT-4 Technical ReportarXiv:2303.08774
  • Constrained ClusteringonOCW
    Adjusted Mutual Information (AMI)· uses extra data· 2023-03-15
    32.3
    best: 33.6 (GPT-4 (3-shot))
    GPT-4 Technical ReportarXiv:2303.08774
  • Constrained ClusteringonOCW
    Adjusted Rand Index (ARI)· uses extra data· 2023-03-15
    28.5
    best: 29.9 (GPT-4 (3-shot))
    GPT-4 Technical ReportarXiv:2303.08774
  • Constrained ClusteringonOCW
    Fowlkes Mallows Score (FMS)· uses extra data· 2023-03-15
    42.8
    best: 43.9 (GPT-4 (3-shot))
    GPT-4 Technical ReportarXiv:2303.08774