OpenAI / MODEL EVIDENCE

GPT-4 Turbo (Nov 2023)

7 benchmarks · 7 observations · 5 sources

Scores at a glance

7 benchmarks · large dot: GPT-4 Turbo (Nov 2023); small dots: closest models where reported

29.587.3

GPT-4 Turbo (Nov 2023) · MMLU · EM · % ↗

2.7868.26

GPT-4 Turbo (Nov 2023) · LMCA · Score · % ↗

41.6598.93

GPT-4 Turbo (Nov 2023) · DTBench · Accuracy · % ↗

1.889

GPT-4-Turbo (Nov 2023) · HumanEval+ · Pass@1 · EvalPlus · official result data ↗

7.580.2

GPT-4-Turbo (Nov 2023) · MBPP+ · Pass@1 · EvalPlus · official result data ↗

2.496.3

GPT-4-Turbo (Nov 2023) · HumanEval · Pass@1 · EvalPlus · official result data ↗

Closest models by score

Similar positions on shared benchmark leaderboards. Smaller gaps are closer.

How similarity is measured

Mean absolute gap in percentile positions on shared benchmark settings; lower is closer. At least 60% overlap is required, with a minimum of three when available. Independent evaluations are used when there are at least three; otherwise published report comparisons are used. Repeated model observations within one setting are averaged before ranking. Writing-style traits and composite indices are excluded. This describes similarity, not an overall quality ranking.

Sources

Every plotted observation links to its evaluation. Reported configurations, benchmark versions and task subsets can differ; similarity describes shared scores, not training lift.

  1. DTBench — Conceptual Reasoning Index ↗

    Conceptual Reasoning Index

  2. LMCA — Conceptual Reasoning Index ↗

    Conceptual Reasoning Index

  3. Holistic Evaluation of Language Models (HELM) ↗

    Stanford Center for Research on Foundation Models

  4. AI benchmarks & capabilities ↗

    Epoch AI

  5. Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation — published result table ↗

    Liu, Jiawei, Xia, Chunqiu Steven, Wang, Yuyao, Zhang, Lingming · 2023

Release dates reported by sources

2023-11-06 · 2024-01-25

Names used in source tables

GPT-4 Turbo (Nov 2023) · GPT-4-Turbo (Nov 2023)