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Models/GPT-4 (5-shot)

GPT-4 (5-shot)

Reported on 13 benchmarks across 3 tasks · 1 paper · 2 SOTA

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

Methodology12 results

  • ClusteringonOCW
    # Solved Walls· uses extra data· 2023-03-15
    7
    best: 285 (Human Performance)
    SOTA
    GPT-4 Technical ReportarXiv:2303.08774
  • Constrained ClusteringonOCW
    # Solved Walls· uses extra data· 2023-03-15
    7
    best: 285 (Human Performance)
    SOTA
    GPT-4 Technical ReportarXiv:2303.08774
  • ClusteringonOCW
    Wasserstein Distance (WD)· uses extra data· 2023-03-15
    72.9
    best: 82.5 (GPT-3.5-turbo (0-shot))
    GPT-4 Technical ReportarXiv:2303.08774
  • ClusteringonOCW
    # Correct Groups· uses extra data· 2023-03-15
    269
    best: 1405 (Human Performance)
    GPT-4 Technical ReportarXiv:2303.08774
  • ClusteringonOCW
    Adjusted Mutual Information (AMI)· uses extra data· 2023-03-15
    32.8
    best: 33.6 (GPT-4 (3-shot))
    GPT-4 Technical ReportarXiv:2303.08774
  • ClusteringonOCW
    Adjusted Rand Index (ARI)· uses extra data· 2023-03-15
    29.1
    best: 29.9 (GPT-4 (3-shot))
    GPT-4 Technical ReportarXiv:2303.08774
  • ClusteringonOCW
    Fowlkes Mallows Score (FMS)· uses extra data· 2023-03-15
    43.4
    best: 43.9 (GPT-4 (3-shot))
    GPT-4 Technical ReportarXiv:2303.08774
  • Constrained ClusteringonOCW
    Wasserstein Distance (WD)· uses extra data· 2023-03-15
    72.9
    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
    269
    best: 1405 (Human Performance)
    GPT-4 Technical ReportarXiv:2303.08774
  • Constrained ClusteringonOCW
    Adjusted Mutual Information (AMI)· uses extra data· 2023-03-15
    32.8
    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
    29.1
    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
    43.4
    best: 43.9 (GPT-4 (3-shot))
    GPT-4 Technical ReportarXiv:2303.08774

Natural Language Processing1 result

  • Common Sense ReasoningonWinoGrande
    Accuracy· 2023-03-15
    87.5
    best: 96.1 (ST-MoE-32B 269B (fine-tuned))
    GPT-4 Technical ReportarXiv:2303.08774