open-llm-leaderboard/AI-MO__NuminaMath-7B-CoT-details

Dataset Card for Evaluation run of AI-MO/NuminaMath-7B-CoT

Dataset automatically created during the evaluation run of model AI-MO/NuminaMath-7B-CoT The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task.

The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is always pointing to the latest results.

An additional configuration "results" store all the aggregated results of the run.

To load the details from a run, you can for instance do the following:

from datasets import load_dataset
data = load_dataset(
    "open-llm-leaderboard/AI-MO__NuminaMath-7B-CoT-details",
    name="AI-MO__NuminaMath-7B-CoT__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-09-11T22-04-44.864778 (note that there might be results for other tasks in the repos if successive evals didn't cover the same tasks. You find each in the results and the "latest" split for each eval):

{
    "all": {
        "leaderboard": {
            "acc_norm,none": 0.3946037099494098,
            "acc_norm_stderr,none": 0.005296669630576482,
            "inst_level_loose_acc,none": 0.32014388489208634,
            "inst_level_loose_acc_stderr,none": "N/A",
            "exact_match,none": 0.07930513595166164,
            "exact_match_stderr,none": 0.007130956864554523,
            "prompt_level_strict_acc,none": 0.2199630314232902,
            "prompt_level_strict_acc_stderr,none": 0.017825247192217085,
            "prompt_level_loose_acc,none": 0.22181146025878004,
            "prompt_level_loose_acc_stderr,none": 0.0178787654079444,
            "inst_level_strict_acc,none": 0.31774580335731417,
            "inst_level_strict_acc_stderr,none": "N/A",
            "acc,none": 0.28681848404255317,
            "acc_stderr,none": 0.004123374150378858,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.42978649540010416,
            "acc_norm_stderr,none": 0.006207874614154679,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "acc_norm,none": 0.804,
            "acc_norm_stderr,none": 0.02515685731325592,
            "alias": "  - leaderboard_bbh_boolean_expressions"
        },
        "leaderboard_bbh_causal_judgement": {
            "acc_norm,none": 0.49732620320855614,
            "acc_norm_stderr,none": 0.03666125454759919,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.592,
            "acc_norm_stderr,none": 0.031145209846548495,
            "alias": "  - leaderboard_bbh_date_understanding"
        },
        "leaderboard_bbh_disambiguation_qa": {
            "acc_norm,none": 0.564,
            "acc_norm_stderr,none": 0.03142556706028129,
            "alias": "  - leaderboard_bbh_disambiguation_qa"
        },
        "leaderboard_bbh_formal_fallacies": {
            "acc_norm,none": 0.548,
            "acc_norm_stderr,none": 0.03153986449255662,
            "alias": "  - leaderboard_bbh_formal_fallacies"
        },
        "leaderboard_bbh_geometric_shapes": {
            "acc_norm,none": 0.432,
            "acc_norm_stderr,none": 0.031391810765429407,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.484,
            "acc_norm_stderr,none": 0.03166998503010742,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.288,
            "acc_norm_stderr,none": 0.028697004587398205,
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "acc_norm,none": 0.272,
            "acc_norm_stderr,none": 0.028200088296309978,
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "acc_norm,none": 0.412,
            "acc_norm_stderr,none": 0.0311915960260229,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.468,
            "acc_norm_stderr,none": 0.03162125257572551,
            "alias": "  - leaderboard_bbh_movie_recommendation"
        },
        "leaderboard_bbh_navigate": {
            "acc_norm,none": 0.592,
            "acc_norm_stderr,none": 0.0311452098465485,
            "alias": "  - leaderboard_bbh_navigate"
        },
        "leaderboard_bbh_object_counting": {
            "acc_norm,none": 0.416,
            "acc_norm_stderr,none": 0.031235856237014577,
            "alias": "  - leaderboard_bbh_object_counting"
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "acc_norm,none": 0.4383561643835616,
            "acc_norm_stderr,none": 0.04120596186613954,
            "alias": "  - leaderboard_bbh_penguins_in_a_table"
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "acc_norm,none": 0.456,
            "acc_norm_stderr,none": 0.03156328506121339,
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
        },
        "leaderboard_bbh_ruin_names": {
            "acc_norm,none": 0.344,
            "acc_norm_stderr,none": 0.030104503392316385,
            "alias": "  - leaderboard_bbh_ruin_names"
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "acc_norm,none": 0.392,
            "acc_norm_stderr,none": 0.0309382076204012,
            "alias": "  - leaderboard_bbh_salient_translation_error_detection"
        },
        "leaderboard_bbh_snarks": {
            "acc_norm,none": 0.4943820224719101,
            "acc_norm_stderr,none": 0.037579929004759816,
            "alias": "  - leaderboard_bbh_snarks"
        },
        "leaderboard_bbh_sports_understanding": {
            "acc_norm,none": 0.572,
            "acc_norm_stderr,none": 0.031355968923772626,
            "alias": "  - leaderboard_bbh_sports_understanding"
        },
        "leaderboard_bbh_temporal_sequences": {
            "acc_norm,none": 0.196,
            "acc_norm_stderr,none": 0.02515685731325592,
            "alias": "  - leaderboard_bbh_temporal_sequences"
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "acc_norm,none": 0.128,
            "acc_norm_stderr,none": 0.021172081336336492,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "acc_norm,none": 0.14,
            "acc_norm_stderr,none": 0.021989409645240272,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "acc_norm,none": 0.336,
            "acc_norm_stderr,none": 0.029933259094191516,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
        },
        "leaderboard_bbh_web_of_lies": {
            "acc_norm,none": 0.488,
            "acc_norm_stderr,none": 0.03167708558254708,
            "alias": "  - leaderboard_bbh_web_of_lies"
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.26593959731543626,
            "acc_norm_stderr,none": 0.01280875377175227,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "acc_norm,none": 0.26262626262626265,
            "acc_norm_stderr,none": 0.031353050095330855,
            "alias": "  - leaderboard_gpqa_diamond"
        },
        "leaderboard_gpqa_extended": {
            "acc_norm,none": 0.2783882783882784,
            "acc_norm_stderr,none": 0.01919901779044849,
            "alias": "  - leaderboard_gpqa_extended"
        },
        "leaderboard_gpqa_main": {
            "acc_norm,none": 0.25223214285714285,
            "acc_norm_stderr,none": 0.020541391016487973,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.2199630314232902,
            "prompt_level_strict_acc_stderr,none": 0.017825247192217085,
            "inst_level_strict_acc,none": 0.31774580335731417,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.22181146025878004,
            "prompt_level_loose_acc_stderr,none": 0.017878765407944402,
            "inst_level_loose_acc,none": 0.32014388489208634,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": " - leaderboard_ifeval"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.07930513595166164,
            "exact_match_stderr,none": 0.007130956864554523,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "exact_match,none": 0.14332247557003258,
            "exact_match_stderr,none": 0.02003111497672598,
            "alias": "  - leaderboard_math_algebra_hard"
        },
        "leaderboard_math_counting_and_prob_hard": {
            "exact_match,none": 0.07317073170731707,
            "exact_match_stderr,none": 0.023577005978097646,
            "alias": "  - leaderboard_math_counting_and_prob_hard"
        },
        "leaderboard_math_geometry_hard": {
            "exact_match,none": 0.007575757575757576,
            "exact_match_stderr,none": 0.007575757575757562,
            "alias": "  - leaderboard_math_geometry_hard"
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "exact_match,none": 0.0,
            "exact_match_stderr,none": 0.0,
            "alias": "  - leaderboard_math_intermediate_algebra_hard"
        },
        "leaderboard_math_num_theory_hard": {
            "exact_match,none": 0.06493506493506493,
            "exact_match_stderr,none": 0.01992116854149011,
            "alias": "  - leaderboard_math_num_theory_hard"
        },
        "leaderboard_math_prealgebra_hard": {
            "exact_match,none": 0.21243523316062177,
            "exact_match_stderr,none": 0.02951928261681726,
            "alias": "  - leaderboard_math_prealgebra_hard"
        },
        "leaderboard_math_precalculus_hard": {
            "exact_match,none": 0.0,
            "exact_match_stderr,none": 0.0,
            "alias": "  - leaderboard_math_precalculus_hard"
        },
        "leaderboard_mmlu_pro": {
            "acc,none": 0.28681848404255317,
            "acc_stderr,none": 0.004123374150378858,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.32936507936507936,
            "acc_norm_stderr,none": 0.016472516580039457,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "acc_norm,none": 0.508,
            "acc_norm_stderr,none": 0.031682156431413803,
            "alias": "  - leaderboard_musr_murder_mysteries"
        },
        "leaderboard_musr_object_placements": {
            "acc_norm,none": 0.20703125,
            "acc_norm_stderr,none": 0.025373238296688486,
            "alias": "  - leaderboard_musr_object_placements"
        },
        "leaderboard_musr_team_allocation": {
            "acc_norm,none": 0.276,
            "acc_norm_stderr,none": 0.028328537274211345,
            "alias": "  - leaderboard_musr_team_allocation"
        }
    },
    "leaderboard": {
        "acc_norm,none": 0.3946037099494098,
        "acc_norm_stderr,none": 0.005296669630576482,
        "inst_level_loose_acc,none": 0.32014388489208634,
        "inst_level_loose_acc_stderr,none": "N/A",
        "exact_match,none": 0.07930513595166164,
        "exact_match_stderr,none": 0.007130956864554523,
        "prompt_level_strict_acc,none": 0.2199630314232902,
        "prompt_level_strict_acc_stderr,none": 0.017825247192217085,
        "prompt_level_loose_acc,none": 0.22181146025878004,
        "prompt_level_loose_acc_stderr,none": 0.0178787654079444,
        "inst_level_strict_acc,none": 0.31774580335731417,
        "inst_level_strict_acc_stderr,none": "N/A",
        "acc,none": 0.28681848404255317,
        "acc_stderr,none": 0.004123374150378858,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.42978649540010416,
        "acc_norm_stderr,none": 0.006207874614154679,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "acc_norm,none": 0.804,
        "acc_norm_stderr,none": 0.02515685731325592,
        "alias": "  - leaderboard_bbh_boolean_expressions"
    },
    "leaderboard_bbh_causal_judgement": {
        "acc_norm,none": 0.49732620320855614,
        "acc_norm_stderr,none": 0.03666125454759919,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.592,
        "acc_norm_stderr,none": 0.031145209846548495,
        "alias": "  - leaderboard_bbh_date_understanding"
    },
    "leaderboard_bbh_disambiguation_qa": {
        "acc_norm,none": 0.564,
        "acc_norm_stderr,none": 0.03142556706028129,
        "alias": "  - leaderboard_bbh_disambiguation_qa"
    },
    "leaderboard_bbh_formal_fallacies": {
        "acc_norm,none": 0.548,
        "acc_norm_stderr,none": 0.03153986449255662,
        "alias": "  - leaderboard_bbh_formal_fallacies"
    },
    "leaderboard_bbh_geometric_shapes": {
        "acc_norm,none": 0.432,
        "acc_norm_stderr,none": 0.031391810765429407,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.484,
        "acc_norm_stderr,none": 0.03166998503010742,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.288,
        "acc_norm_stderr,none": 0.028697004587398205,
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "acc_norm,none": 0.272,
        "acc_norm_stderr,none": 0.028200088296309978,
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "acc_norm,none": 0.412,
        "acc_norm_stderr,none": 0.0311915960260229,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.468,
        "acc_norm_stderr,none": 0.03162125257572551,
        "alias": "  - leaderboard_bbh_movie_recommendation"
    },
    "leaderboard_bbh_navigate": {
        "acc_norm,none": 0.592,
        "acc_norm_stderr,none": 0.0311452098465485,
        "alias": "  - leaderboard_bbh_navigate"
    },
    "leaderboard_bbh_object_counting": {
        "acc_norm,none": 0.416,
        "acc_norm_stderr,none": 0.031235856237014577,
        "alias": "  - leaderboard_bbh_object_counting"
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "acc_norm,none": 0.4383561643835616,
        "acc_norm_stderr,none": 0.04120596186613954,
        "alias": "  - leaderboard_bbh_penguins_in_a_table"
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "acc_norm,none": 0.456,
        "acc_norm_stderr,none": 0.03156328506121339,
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
    },
    "leaderboard_bbh_ruin_names": {
        "acc_norm,none": 0.344,
        "acc_norm_stderr,none": 0.030104503392316385,
        "alias": "  - leaderboard_bbh_ruin_names"
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "acc_norm,none": 0.392,
        "acc_norm_stderr,none": 0.0309382076204012,
        "alias": "  - leaderboard_bbh_salient_translation_error_detection"
    },
    "leaderboard_bbh_snarks": {
        "acc_norm,none": 0.4943820224719101,
        "acc_norm_stderr,none": 0.037579929004759816,
        "alias": "  - leaderboard_bbh_snarks"
    },
    "leaderboard_bbh_sports_understanding": {
        "acc_norm,none": 0.572,
        "acc_norm_stderr,none": 0.031355968923772626,
        "alias": "  - leaderboard_bbh_sports_understanding"
    },
    "leaderboard_bbh_temporal_sequences": {
        "acc_norm,none": 0.196,
        "acc_norm_stderr,none": 0.02515685731325592,
        "alias": "  - leaderboard_bbh_temporal_sequences"
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "acc_norm,none": 0.128,
        "acc_norm_stderr,none": 0.021172081336336492,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "acc_norm,none": 0.14,
        "acc_norm_stderr,none": 0.021989409645240272,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "acc_norm,none": 0.336,
        "acc_norm_stderr,none": 0.029933259094191516,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
    },
    "leaderboard_bbh_web_of_lies": {
        "acc_norm,none": 0.488,
        "acc_norm_stderr,none": 0.03167708558254708,
        "alias": "  - leaderboard_bbh_web_of_lies"
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.26593959731543626,
        "acc_norm_stderr,none": 0.01280875377175227,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "acc_norm,none": 0.26262626262626265,
        "acc_norm_stderr,none": 0.031353050095330855,
        "alias": "  - leaderboard_gpqa_diamond"
    },
    "leaderboard_gpqa_extended": {
        "acc_norm,none": 0.2783882783882784,
        "acc_norm_stderr,none": 0.01919901779044849,
        "alias": "  - leaderboard_gpqa_extended"
    },
    "leaderboard_gpqa_main": {
        "acc_norm,none": 0.25223214285714285,
        "acc_norm_stderr,none": 0.020541391016487973,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.2199630314232902,
        "prompt_level_strict_acc_stderr,none": 0.017825247192217085,
        "inst_level_strict_acc,none": 0.31774580335731417,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.22181146025878004,
        "prompt_level_loose_acc_stderr,none": 0.017878765407944402,
        "inst_level_loose_acc,none": 0.32014388489208634,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": " - leaderboard_ifeval"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.07930513595166164,
        "exact_match_stderr,none": 0.007130956864554523,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "exact_match,none": 0.14332247557003258,
        "exact_match_stderr,none": 0.02003111497672598,
        "alias": "  - leaderboard_math_algebra_hard"
    },
    "leaderboard_math_counting_and_prob_hard": {
        "exact_match,none": 0.07317073170731707,
        "exact_match_stderr,none": 0.023577005978097646,
        "alias": "  - leaderboard_math_counting_and_prob_hard"
    },
    "leaderboard_math_geometry_hard": {
        "exact_match,none": 0.007575757575757576,
        "exact_match_stderr,none": 0.007575757575757562,
        "alias": "  - leaderboard_math_geometry_hard"
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "exact_match,none": 0.0,
        "exact_match_stderr,none": 0.0,
        "alias": "  - leaderboard_math_intermediate_algebra_hard"
    },
    "leaderboard_math_num_theory_hard": {
        "exact_match,none": 0.06493506493506493,
        "exact_match_stderr,none": 0.01992116854149011,
        "alias": "  - leaderboard_math_num_theory_hard"
    },
    "leaderboard_math_prealgebra_hard": {
        "exact_match,none": 0.21243523316062177,
        "exact_match_stderr,none": 0.02951928261681726,
        "alias": "  - leaderboard_math_prealgebra_hard"
    },
    "leaderboard_math_precalculus_hard": {
        "exact_match,none": 0.0,
        "exact_match_stderr,none": 0.0,
        "alias": "  - leaderboard_math_precalculus_hard"
    },
    "leaderboard_mmlu_pro": {
        "acc,none": 0.28681848404255317,
        "acc_stderr,none": 0.004123374150378858,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.32936507936507936,
        "acc_norm_stderr,none": 0.016472516580039457,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "acc_norm,none": 0.508,
        "acc_norm_stderr,none": 0.031682156431413803,
        "alias": "  - leaderboard_musr_murder_mysteries"
    },
    "leaderboard_musr_object_placements": {
        "acc_norm,none": 0.20703125,
        "acc_norm_stderr,none": 0.025373238296688486,
        "alias": "  - leaderboard_musr_object_placements"
    },
    "leaderboard_musr_team_allocation": {
        "acc_norm,none": 0.276,
        "acc_norm_stderr,none": 0.028328537274211345,
        "alias": "  - leaderboard_musr_team_allocation"
    }
}

Dataset Details

Dataset Description

• Curated by: [More Information Needed]
• Funded by [optional]: [More Information Needed]
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