open-llm-leaderboard/P0x0__Astra-v1-12B-details

Dataset Card for Evaluation run of P0x0/Astra-v1-12B

Dataset automatically created during the evaluation run of model P0x0/Astra-v1-12B 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/P0x0__Astra-v1-12B-details",
    name="P0x0__Astra-v1-12B__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-09-23T19-09-25.930684 (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": {
            "inst_level_strict_acc,none": 0.31534772182254195,
            "inst_level_strict_acc_stderr,none": "N/A",
            "exact_match,none": 0.09667673716012085,
            "exact_match_stderr,none": 0.00787781427806664,
            "acc_norm,none": 0.4771046828382411,
            "acc_norm_stderr,none": 0.005348230307442909,
            "prompt_level_strict_acc,none": 0.24584103512014788,
            "prompt_level_strict_acc_stderr,none": 0.01852941708079559,
            "prompt_level_loose_acc,none": 0.27911275415896486,
            "prompt_level_loose_acc_stderr,none": 0.019303080958497216,
            "inst_level_loose_acc,none": 0.3489208633093525,
            "inst_level_loose_acc_stderr,none": "N/A",
            "acc,none": 0.3460771276595745,
            "acc_stderr,none": 0.00433709414447348,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.5203957646241972,
            "acc_norm_stderr,none": 0.006189127582966614,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "acc_norm,none": 0.828,
            "acc_norm_stderr,none": 0.023915513944486218,
            "alias": "  - leaderboard_bbh_boolean_expressions"
        },
        "leaderboard_bbh_causal_judgement": {
            "acc_norm,none": 0.5882352941176471,
            "acc_norm_stderr,none": 0.03608640563085621,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.648,
            "acc_norm_stderr,none": 0.030266288057359952,
            "alias": "  - leaderboard_bbh_date_understanding"
        },
        "leaderboard_bbh_disambiguation_qa": {
            "acc_norm,none": 0.576,
            "acc_norm_stderr,none": 0.03131803437491615,
            "alias": "  - leaderboard_bbh_disambiguation_qa"
        },
        "leaderboard_bbh_formal_fallacies": {
            "acc_norm,none": 0.488,
            "acc_norm_stderr,none": 0.03167708558254709,
            "alias": "  - leaderboard_bbh_formal_fallacies"
        },
        "leaderboard_bbh_geometric_shapes": {
            "acc_norm,none": 0.372,
            "acc_norm_stderr,none": 0.030630325944558317,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.656,
            "acc_norm_stderr,none": 0.03010450339231639,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.452,
            "acc_norm_stderr,none": 0.03153986449255662,
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "acc_norm,none": 0.476,
            "acc_norm_stderr,none": 0.03164968895968782,
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "acc_norm,none": 0.716,
            "acc_norm_stderr,none": 0.0285769587304374,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.744,
            "acc_norm_stderr,none": 0.027657108718204912,
            "alias": "  - leaderboard_bbh_movie_recommendation"
        },
        "leaderboard_bbh_navigate": {
            "acc_norm,none": 0.644,
            "acc_norm_stderr,none": 0.03034368065715322,
            "alias": "  - leaderboard_bbh_navigate"
        },
        "leaderboard_bbh_object_counting": {
            "acc_norm,none": 0.392,
            "acc_norm_stderr,none": 0.0309382076204012,
            "alias": "  - leaderboard_bbh_object_counting"
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "acc_norm,none": 0.4726027397260274,
            "acc_norm_stderr,none": 0.04146035831053318,
            "alias": "  - leaderboard_bbh_penguins_in_a_table"
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "acc_norm,none": 0.612,
            "acc_norm_stderr,none": 0.030881038748993922,
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
        },
        "leaderboard_bbh_ruin_names": {
            "acc_norm,none": 0.576,
            "acc_norm_stderr,none": 0.03131803437491614,
            "alias": "  - leaderboard_bbh_ruin_names"
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "acc_norm,none": 0.48,
            "acc_norm_stderr,none": 0.031660853408495185,
            "alias": "  - leaderboard_bbh_salient_translation_error_detection"
        },
        "leaderboard_bbh_snarks": {
            "acc_norm,none": 0.6179775280898876,
            "acc_norm_stderr,none": 0.0365211263730761,
            "alias": "  - leaderboard_bbh_snarks"
        },
        "leaderboard_bbh_sports_understanding": {
            "acc_norm,none": 0.728,
            "acc_norm_stderr,none": 0.028200088296309985,
            "alias": "  - leaderboard_bbh_sports_understanding"
        },
        "leaderboard_bbh_temporal_sequences": {
            "acc_norm,none": 0.32,
            "acc_norm_stderr,none": 0.02956172495524103,
            "alias": "  - leaderboard_bbh_temporal_sequences"
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "acc_norm,none": 0.232,
            "acc_norm_stderr,none": 0.026750070374865164,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "acc_norm,none": 0.136,
            "acc_norm_stderr,none": 0.021723342617052065,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "acc_norm,none": 0.264,
            "acc_norm_stderr,none": 0.027934518957690908,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
        },
        "leaderboard_bbh_web_of_lies": {
            "acc_norm,none": 0.496,
            "acc_norm_stderr,none": 0.031685198551199154,
            "alias": "  - leaderboard_bbh_web_of_lies"
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.313758389261745,
            "acc_norm_stderr,none": 0.013454117831837314,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "acc_norm,none": 0.30808080808080807,
            "acc_norm_stderr,none": 0.03289477330098615,
            "alias": "  - leaderboard_gpqa_diamond"
        },
        "leaderboard_gpqa_extended": {
            "acc_norm,none": 0.3058608058608059,
            "acc_norm_stderr,none": 0.019737263843674805,
            "alias": "  - leaderboard_gpqa_extended"
        },
        "leaderboard_gpqa_main": {
            "acc_norm,none": 0.32589285714285715,
            "acc_norm_stderr,none": 0.022169103134643414,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.24584103512014788,
            "prompt_level_strict_acc_stderr,none": 0.01852941708079559,
            "inst_level_strict_acc,none": 0.31534772182254195,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.27911275415896486,
            "prompt_level_loose_acc_stderr,none": 0.019303080958497216,
            "inst_level_loose_acc,none": 0.3489208633093525,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": " - leaderboard_ifeval"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.09667673716012085,
            "exact_match_stderr,none": 0.00787781427806664,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "exact_match,none": 0.16286644951140064,
            "exact_match_stderr,none": 0.02110826195268662,
            "alias": "  - leaderboard_math_algebra_hard"
        },
        "leaderboard_math_counting_and_prob_hard": {
            "exact_match,none": 0.056910569105691054,
            "exact_match_stderr,none": 0.020974566219895102,
            "alias": "  - leaderboard_math_counting_and_prob_hard"
        },
        "leaderboard_math_geometry_hard": {
            "exact_match,none": 0.022727272727272728,
            "exact_match_stderr,none": 0.013021046909063718,
            "alias": "  - leaderboard_math_geometry_hard"
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "exact_match,none": 0.02857142857142857,
            "exact_match_stderr,none": 0.009973998820736019,
            "alias": "  - leaderboard_math_intermediate_algebra_hard"
        },
        "leaderboard_math_num_theory_hard": {
            "exact_match,none": 0.06493506493506493,
            "exact_match_stderr,none": 0.019921168541490127,
            "alias": "  - leaderboard_math_num_theory_hard"
        },
        "leaderboard_math_prealgebra_hard": {
            "exact_match,none": 0.22797927461139897,
            "exact_match_stderr,none": 0.03027690994517826,
            "alias": "  - leaderboard_math_prealgebra_hard"
        },
        "leaderboard_math_precalculus_hard": {
            "exact_match,none": 0.044444444444444446,
            "exact_match_stderr,none": 0.017802636020324527,
            "alias": "  - leaderboard_math_precalculus_hard"
        },
        "leaderboard_mmlu_pro": {
            "acc,none": 0.3460771276595745,
            "acc_stderr,none": 0.004337094144473479,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.40476190476190477,
            "acc_norm_stderr,none": 0.017315384351951343,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "acc_norm,none": 0.576,
            "acc_norm_stderr,none": 0.03131803437491615,
            "alias": "  - leaderboard_musr_murder_mysteries"
        },
        "leaderboard_musr_object_placements": {
            "acc_norm,none": 0.3515625,
            "acc_norm_stderr,none": 0.029899590697818237,
            "alias": "  - leaderboard_musr_object_placements"
        },
        "leaderboard_musr_team_allocation": {
            "acc_norm,none": 0.288,
            "acc_norm_stderr,none": 0.028697004587398215,
            "alias": "  - leaderboard_musr_team_allocation"
        }
    },
    "leaderboard": {
        "inst_level_strict_acc,none": 0.31534772182254195,
        "inst_level_strict_acc_stderr,none": "N/A",
        "exact_match,none": 0.09667673716012085,
        "exact_match_stderr,none": 0.00787781427806664,
        "acc_norm,none": 0.4771046828382411,
        "acc_norm_stderr,none": 0.005348230307442909,
        "prompt_level_strict_acc,none": 0.24584103512014788,
        "prompt_level_strict_acc_stderr,none": 0.01852941708079559,
        "prompt_level_loose_acc,none": 0.27911275415896486,
        "prompt_level_loose_acc_stderr,none": 0.019303080958497216,
        "inst_level_loose_acc,none": 0.3489208633093525,
        "inst_level_loose_acc_stderr,none": "N/A",
        "acc,none": 0.3460771276595745,
        "acc_stderr,none": 0.00433709414447348,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.5203957646241972,
        "acc_norm_stderr,none": 0.006189127582966614,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "acc_norm,none": 0.828,
        "acc_norm_stderr,none": 0.023915513944486218,
        "alias": "  - leaderboard_bbh_boolean_expressions"
    },
    "leaderboard_bbh_causal_judgement": {
        "acc_norm,none": 0.5882352941176471,
        "acc_norm_stderr,none": 0.03608640563085621,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.648,
        "acc_norm_stderr,none": 0.030266288057359952,
        "alias": "  - leaderboard_bbh_date_understanding"
    },
    "leaderboard_bbh_disambiguation_qa": {
        "acc_norm,none": 0.576,
        "acc_norm_stderr,none": 0.03131803437491615,
        "alias": "  - leaderboard_bbh_disambiguation_qa"
    },
    "leaderboard_bbh_formal_fallacies": {
        "acc_norm,none": 0.488,
        "acc_norm_stderr,none": 0.03167708558254709,
        "alias": "  - leaderboard_bbh_formal_fallacies"
    },
    "leaderboard_bbh_geometric_shapes": {
        "acc_norm,none": 0.372,
        "acc_norm_stderr,none": 0.030630325944558317,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.656,
        "acc_norm_stderr,none": 0.03010450339231639,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.452,
        "acc_norm_stderr,none": 0.03153986449255662,
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "acc_norm,none": 0.476,
        "acc_norm_stderr,none": 0.03164968895968782,
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "acc_norm,none": 0.716,
        "acc_norm_stderr,none": 0.0285769587304374,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.744,
        "acc_norm_stderr,none": 0.027657108718204912,
        "alias": "  - leaderboard_bbh_movie_recommendation"
    },
    "leaderboard_bbh_navigate": {
        "acc_norm,none": 0.644,
        "acc_norm_stderr,none": 0.03034368065715322,
        "alias": "  - leaderboard_bbh_navigate"
    },
    "leaderboard_bbh_object_counting": {
        "acc_norm,none": 0.392,
        "acc_norm_stderr,none": 0.0309382076204012,
        "alias": "  - leaderboard_bbh_object_counting"
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "acc_norm,none": 0.4726027397260274,
        "acc_norm_stderr,none": 0.04146035831053318,
        "alias": "  - leaderboard_bbh_penguins_in_a_table"
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "acc_norm,none": 0.612,
        "acc_norm_stderr,none": 0.030881038748993922,
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
    },
    "leaderboard_bbh_ruin_names": {
        "acc_norm,none": 0.576,
        "acc_norm_stderr,none": 0.03131803437491614,
        "alias": "  - leaderboard_bbh_ruin_names"
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "acc_norm,none": 0.48,
        "acc_norm_stderr,none": 0.031660853408495185,
        "alias": "  - leaderboard_bbh_salient_translation_error_detection"
    },
    "leaderboard_bbh_snarks": {
        "acc_norm,none": 0.6179775280898876,
        "acc_norm_stderr,none": 0.0365211263730761,
        "alias": "  - leaderboard_bbh_snarks"
    },
    "leaderboard_bbh_sports_understanding": {
        "acc_norm,none": 0.728,
        "acc_norm_stderr,none": 0.028200088296309985,
        "alias": "  - leaderboard_bbh_sports_understanding"
    },
    "leaderboard_bbh_temporal_sequences": {
        "acc_norm,none": 0.32,
        "acc_norm_stderr,none": 0.02956172495524103,
        "alias": "  - leaderboard_bbh_temporal_sequences"
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "acc_norm,none": 0.232,
        "acc_norm_stderr,none": 0.026750070374865164,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "acc_norm,none": 0.136,
        "acc_norm_stderr,none": 0.021723342617052065,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "acc_norm,none": 0.264,
        "acc_norm_stderr,none": 0.027934518957690908,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
    },
    "leaderboard_bbh_web_of_lies": {
        "acc_norm,none": 0.496,
        "acc_norm_stderr,none": 0.031685198551199154,
        "alias": "  - leaderboard_bbh_web_of_lies"
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.313758389261745,
        "acc_norm_stderr,none": 0.013454117831837314,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "acc_norm,none": 0.30808080808080807,
        "acc_norm_stderr,none": 0.03289477330098615,
        "alias": "  - leaderboard_gpqa_diamond"
    },
    "leaderboard_gpqa_extended": {
        "acc_norm,none": 0.3058608058608059,
        "acc_norm_stderr,none": 0.019737263843674805,
        "alias": "  - leaderboard_gpqa_extended"
    },
    "leaderboard_gpqa_main": {
        "acc_norm,none": 0.32589285714285715,
        "acc_norm_stderr,none": 0.022169103134643414,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.24584103512014788,
        "prompt_level_strict_acc_stderr,none": 0.01852941708079559,
        "inst_level_strict_acc,none": 0.31534772182254195,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.27911275415896486,
        "prompt_level_loose_acc_stderr,none": 0.019303080958497216,
        "inst_level_loose_acc,none": 0.3489208633093525,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": " - leaderboard_ifeval"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.09667673716012085,
        "exact_match_stderr,none": 0.00787781427806664,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "exact_match,none": 0.16286644951140064,
        "exact_match_stderr,none": 0.02110826195268662,
        "alias": "  - leaderboard_math_algebra_hard"
    },
    "leaderboard_math_counting_and_prob_hard": {
        "exact_match,none": 0.056910569105691054,
        "exact_match_stderr,none": 0.020974566219895102,
        "alias": "  - leaderboard_math_counting_and_prob_hard"
    },
    "leaderboard_math_geometry_hard": {
        "exact_match,none": 0.022727272727272728,
        "exact_match_stderr,none": 0.013021046909063718,
        "alias": "  - leaderboard_math_geometry_hard"
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "exact_match,none": 0.02857142857142857,
        "exact_match_stderr,none": 0.009973998820736019,
        "alias": "  - leaderboard_math_intermediate_algebra_hard"
    },
    "leaderboard_math_num_theory_hard": {
        "exact_match,none": 0.06493506493506493,
        "exact_match_stderr,none": 0.019921168541490127,
        "alias": "  - leaderboard_math_num_theory_hard"
    },
    "leaderboard_math_prealgebra_hard": {
        "exact_match,none": 0.22797927461139897,
        "exact_match_stderr,none": 0.03027690994517826,
        "alias": "  - leaderboard_math_prealgebra_hard"
    },
    "leaderboard_math_precalculus_hard": {
        "exact_match,none": 0.044444444444444446,
        "exact_match_stderr,none": 0.017802636020324527,
        "alias": "  - leaderboard_math_precalculus_hard"
    },
    "leaderboard_mmlu_pro": {
        "acc,none": 0.3460771276595745,
        "acc_stderr,none": 0.004337094144473479,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.40476190476190477,
        "acc_norm_stderr,none": 0.017315384351951343,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "acc_norm,none": 0.576,
        "acc_norm_stderr,none": 0.03131803437491615,
        "alias": "  - leaderboard_musr_murder_mysteries"
    },
    "leaderboard_musr_object_placements": {
        "acc_norm,none": 0.3515625,
        "acc_norm_stderr,none": 0.029899590697818237,
        "alias": "  - leaderboard_musr_object_placements"
    },
    "leaderboard_musr_team_allocation": {
        "acc_norm,none": 0.288,
        "acc_norm_stderr,none": 0.028697004587398215,
        "alias": "  - leaderboard_musr_team_allocation"
    }
}

Dataset Details

Dataset Description

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Dataset Structure

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Dataset Creation

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Source Data

Data Collection and Processing

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Personal and Sensitive Information

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Bias, Risks, and Limitations

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Recommendations

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