open-llm-leaderboard-old/details_UCLA-AGI__test

该数据集是在Open LLM Leaderboard上对模型UCLA-AGI/test进行评估运行时自动创建的。数据集由63个配置组成，每个配置对应一个评估任务。数据集包含1次运行的结果，每次运行作为每个配置中的一个特定分割存储。train分割始终指向最新的结果。一个额外的配置results存储了所有运行的聚合结果，用于计算和显示Open LLM Leaderboard上的聚合指标。README文件还提供了如何使用`datasets`库中的`load_dataset`函数加载运行细节的示例。最新的运行结果也包含在README中。

原始信息汇总

数据集概述

数据集基本信息

• 名称: Evaluation run of UCLA-AGI/test
• 来源: 在模型 UCLA-AGI/test 的评估运行期间自动创建
• 创建时间: 在 Open LLM Leaderboard 上的评估运行期间

数据集组成

• 配置数量: 63个配置
• 每个配置对应: 一个评估任务
• 数据来源: 来自1次运行，每个运行在每个配置中作为一个特定的分割存在，分割名称使用运行的时间戳
• 训练分割: 总是指向最新的结果
• 额外配置: "results" 存储所有运行的聚合结果，用于计算和显示聚合指标在 Open LLM Leaderboard 上

数据加载示例

python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_UCLA-AGI__test", "harness_winogrande_5", split="train")

最新结果

• 最新结果时间戳: 2024-01-05T00:36:41.239145
• 结果示例: python { "all": { "acc": 0.6083070915056247, "acc_stderr": 0.032946994490981554, "acc_norm": 0.6144414847119565, "acc_norm_stderr": 0.03362118464961407, "mc1": 0.408812729498164, "mc1_stderr": 0.01720995215164173, "mc2": 0.5738893811625738, "mc2_stderr": 0.015990080392547533 }, "harness|arc:challenge|25": { "acc": 0.6168941979522184, "acc_stderr": 0.014206472661672876, "acc_norm": 0.658703071672355, "acc_norm_stderr": 0.013855831287497728 }, "harness|hellaswag|10": { "acc": 0.6759609639514041, "acc_stderr": 0.004670581884781161, "acc_norm": 0.8544114718183629, "acc_norm_stderr": 0.003519724163310889 },

  其他任务结果省略

}

配置详情

• 配置名称: harness_arc_challenge_25

  • 数据文件:
    • 分割: 2024_01_05T00_36_41.239145
      • 路径: **/details_harness|arc:challenge|25_2024-01-05T00-36-41.239145.parquet
    • 分割: latest
      • 路径: **/details_harness|arc:challenge|25_2024-01-05T00-36-41.239145.parquet

• 配置名称: harness_gsm8k_5

  • 数据文件:
    • 分割: 2024_01_05T00_36_41.239145
      • 路径: **/details_harness|gsm8k|5_2024-01-05T00-36-41.239145.parquet
    • 分割: latest
      • 路径: **/details_harness|gsm8k|5_2024-01-05T00-36-41.239145.parquet

• 配置名称: harness_hellaswag_10

  • 数据文件:
    • 分割: 2024_01_05T00_36_41.239145
      • 路径: **/details_harness|hellaswag|10_2024-01-05T00-36-41.239145.parquet
    • 分割: latest
      • 路径: **/details_harness|hellaswag|10_2024-01-05T00-36-41.239145.parquet

• 配置名称: harness_hendrycksTest_5

  • 数据文件:
    • 分割: 2024_01_05T00_36_41.239145
      • 路径:
        • **/details_harness|hendrycksTest-abstract_algebra|5_2024-01-05T00-36-41.239145.parquet
        • **/details_harness|hendrycksTest-anatomy|5_2024-01-05T00-36-41.239145.parquet
        • **/details_harness|hendrycksTest-astronomy|5_2024-01-05T00-36-41.239145.parquet
        • **/details_harness|hendrycksTest-business_ethics|5_2024-01-05T00-36-41.239145.parquet
        • **/details_harness|hendrycksTest-clinical_knowledge|5_2024-01-05T00-36-41.239145.parquet
        • **/details_harness|hendrycksTest-college_biology|5_2024-01-05T00-36-41.239145.parquet
        • **/details_harness|hendrycksTest-college_chemistry|5_2024-01-05T00-36-41.239145.parquet
        • **/details_harness|hendrycksTest-college_computer_science|5_2024-01-05T00-36-41.239145.parquet
        • **/details_harness|hendrycksTest-college_mathematics|5_2024-01-05T00-36-41.239145.parquet
        • **/details_harness|hendrycksTest-college_medicine|5_2024-01-05T00-36-41.239145.parquet
        • **/details_harness|hendrycksTest-college_physics|5_2024-01-05T00-36-41.239145.parquet
        • **/details_harness|hendrycksTest-computer_security|5_2024-01-05T00-36-41.239145.parquet
        • **/details_harness|hendrycksTest-conceptual_physics|5_2024-01-05T00-36-41.239145.parquet
        • **/details_harness|hendrycksTest-econometrics|5_2024-01-05T00-36-41.239145.parquet
        • **/details_harness|hendrycksTest-electrical_engineering|5_2024-01-05T00-36-41.239145.parquet
        • **/details_harness|hendrycksTest-elementary_mathematics|5_2024-01-05T00-36-41.239145.parquet
        • **/details_harness|hendrycksTest-formal_logic|5_2024-01-05T00-36-41.239145.parquet
        • **/details_harness|hendrycksTest-global_facts|5_2024-01-05T00-36-41.239145.parquet
        • **/details_harness|hendrycksTest-high_school_biology|5_2024-01-05T00-36-41.239145.parquet
        • **/details_harness|hendrycksTest-high_school_chemistry|5_2024-01-05T00-36-41.239145.parquet
        • **/details_harness|hendrycksTest-high_school_computer_science|5_2024-01-05T00-36-41.239145.parquet
        • **/details_harness|hendrycksTest-high_school_european_history|5_2024-01-05T00-36-41.239145.parquet
        • **/details_harness|hendrycksTest-high_school_geography|5_2024-01-05T00-36-41.239145.parquet
        • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2024-01-05T00-36-41.239145.parquet
        • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2024-01-05T00-36-41.239145.parquet
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        • **/details_harness|hendrycksTest-high_school_physics|5_2024-01-05T00-36-41.239145.parquet
        • **/details_harness|hendrycksTest-high_school_psychology|5_2024-01-05T00-36-41.239145.parquet
        • **/details_harness|hendrycksTest-high_school_statistics|5_2024-01-05T00-36-41.239145.parquet
        • **/details_harness|hendrycksTest-high_school_us_history|5_2024-01-05T00-36-41.239145.parquet
        • **/details_harness|hendrycksTest-high_school_world_history|5_2024-01-05T00-36-41.239145.parquet
        • **/details_harness|hendrycksTest-human_aging|5_2024-01-05T00-36-41.239145.parquet
        • **/details_harness|hendrycksTest-human_sexuality|5_2024-01-05T00-36-41.239145.parquet
        • **/details_harness|hendrycksTest-international_law|5_2024-01-05T00-36-41.239145.parquet
        • **/details_harness|hendrycksTest-jurisprudence|5_2024-01-05T00-36-41.239145.parquet
        • **/details_harness|hendrycksTest-logical_fallacies|5_2024-01-05T00-36-41.239145.parquet
        • **/details_harness|hendrycksTest-machine_learning|5_2024-01-05T00-36-41.239145.parquet
        • **/details_harness|hendrycksTest-management|5_2024-01-05T00-36-41.239145.parquet
        • **/details_harness|hendrycksTest-marketing|5_2024-01-05T00-36-41.239145.parquet
        • **/details_harness|hendrycksTest-medical_genetics|5_2024-01-05T00-36-41.239145.parquet
        • **/details_harness|hendrycksTest-miscellaneous|5_2024-01-05T00-36-41.239145.parquet
        • **/details_harness|hendrycksTest-moral_disputes|5_2024-01-05T00-36-41.239145.parquet
        • **/details_harness|hendrycksTest-moral_scenarios|5_2024-01-05T00-36-41.239145.parquet
        • **/details_harness|hendrycksTest-nutrition|5_2024-01-05T00-36-41.239145.parquet
        • **/details_harness|hendrycksTest-philosophy|5_2024-01-05T00-36-41.239145.parquet
        • **/details_harness|hendrycksTest-prehistory|5_2024-01-05T00-36-41.239145.parquet
        • **/details_harness|hendrycksTest-professional_accounting|5_2024-01-05T00-36-41.239145.parquet
        • **/details_harness|hendrycksTest-professional_law|5_2024-01-05T00-36-41.239145.parquet
        • **/details_harness|hendrycksTest-professional_medicine|5_2024-01-05T00-36-41.239145.parquet
        • **/details_harness|hendrycksTest-professional_psychology|5_2024-01-05T00-36-41.239145.parquet
        • **/details_harness|hendrycksTest-public_relations|5_2024-01