open-llm-leaderboard/mistralai__Mistral-7B-Instruct-v0.1-details

Dataset Card for Evaluation run of mistralai/Mistral-7B-Instruct-v0.1

Dataset automatically created during the evaluation run of model mistralai/Mistral-7B-Instruct-v0.1 The dataset is composed of 39 configuration(s), each one corresponding to one of the evaluated task.

The dataset has been created from 2 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/mistralai__Mistral-7B-Instruct-v0.1-details",
    name="mistralai__Mistral-7B-Instruct-v0.1__results",
    split="latest"
)

Latest results

These are the latest results from run 2024-07-22T10-31-01.875655 (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,none": 0.24143949468085107,
            "acc_stderr,none": 0.0039016508879782036,
            "prompt_level_loose_acc,none": 0.42513863216266173,
            "prompt_level_loose_acc_stderr,none": 0.02127403980535575,
            "prompt_level_strict_acc,none": 0.3974121996303142,
            "prompt_level_strict_acc_stderr,none": 0.02105881284751988,
            "inst_level_loose_acc,none": 0.5347721822541966,
            "inst_level_loose_acc_stderr,none": "N/A",
            "exact_match,none": 0.01661631419939577,
            "exact_match_stderr,none": 0.0035037670146928156,
            "inst_level_strict_acc,none": 0.5,
            "inst_level_strict_acc_stderr,none": "N/A",
            "acc_norm,none": 0.3250745881437281,
            "acc_norm_stderr,none": 0.005066867483294129,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.33292831105710813,
            "acc_norm_stderr,none": 0.005846542278448072,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "acc_norm,none": 0.488,
            "acc_norm_stderr,none": 0.03167708558254709,
            "alias": "  - leaderboard_bbh_boolean_expressions"
        },
        "leaderboard_bbh_causal_judgement": {
            "acc_norm,none": 0.5187165775401069,
            "acc_norm_stderr,none": 0.03663608375537842,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.448,
            "acc_norm_stderr,none": 0.03151438761115355,
            "alias": "  - leaderboard_bbh_date_understanding"
        },
        "leaderboard_bbh_disambiguation_qa": {
            "acc_norm,none": 0.584,
            "acc_norm_stderr,none": 0.031235856237014553,
            "alias": "  - leaderboard_bbh_disambiguation_qa"
        },
        "leaderboard_bbh_formal_fallacies": {
            "acc_norm,none": 0.468,
            "acc_norm_stderr,none": 0.031621252575725504,
            "alias": "  - leaderboard_bbh_formal_fallacies"
        },
        "leaderboard_bbh_geometric_shapes": {
            "acc_norm,none": 0.008,
            "acc_norm_stderr,none": 0.005645483676690162,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.516,
            "acc_norm_stderr,none": 0.031669985030107414,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.288,
            "acc_norm_stderr,none": 0.028697004587398222,
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "acc_norm,none": 0.196,
            "acc_norm_stderr,none": 0.02515685731325593,
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "acc_norm,none": 0.388,
            "acc_norm_stderr,none": 0.030881038748993922,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.36,
            "acc_norm_stderr,none": 0.03041876402517498,
            "alias": "  - leaderboard_bbh_movie_recommendation"
        },
        "leaderboard_bbh_navigate": {
            "acc_norm,none": 0.42,
            "acc_norm_stderr,none": 0.03127799950463661,
            "alias": "  - leaderboard_bbh_navigate"
        },
        "leaderboard_bbh_object_counting": {
            "acc_norm,none": 0.088,
            "acc_norm_stderr,none": 0.017953084777052913,
            "alias": "  - leaderboard_bbh_object_counting"
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "acc_norm,none": 0.1780821917808219,
            "acc_norm_stderr,none": 0.031771699047331535,
            "alias": "  - leaderboard_bbh_penguins_in_a_table"
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "acc_norm,none": 0.256,
            "acc_norm_stderr,none": 0.02765710871820491,
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
        },
        "leaderboard_bbh_ruin_names": {
            "acc_norm,none": 0.236,
            "acc_norm_stderr,none": 0.026909337594953855,
            "alias": "  - leaderboard_bbh_ruin_names"
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "acc_norm,none": 0.18,
            "acc_norm_stderr,none": 0.024346890650293527,
            "alias": "  - leaderboard_bbh_salient_translation_error_detection"
        },
        "leaderboard_bbh_snarks": {
            "acc_norm,none": 0.6067415730337079,
            "acc_norm_stderr,none": 0.0367159070951658,
            "alias": "  - leaderboard_bbh_snarks"
        },
        "leaderboard_bbh_sports_understanding": {
            "acc_norm,none": 0.46,
            "acc_norm_stderr,none": 0.031584653891499,
            "alias": "  - leaderboard_bbh_sports_understanding"
        },
        "leaderboard_bbh_temporal_sequences": {
            "acc_norm,none": 0.236,
            "acc_norm_stderr,none": 0.026909337594953824,
            "alias": "  - leaderboard_bbh_temporal_sequences"
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "acc_norm,none": 0.184,
            "acc_norm_stderr,none": 0.02455581299422256,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "acc_norm,none": 0.12,
            "acc_norm_stderr,none": 0.020593600596839942,
            "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": 0.03167708558254709,
            "alias": "  - leaderboard_bbh_web_of_lies"
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.25,
            "acc_norm_stderr,none": 0.012504960507387666,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "acc_norm,none": 0.16161616161616163,
            "acc_norm_stderr,none": 0.02622591986362928,
            "alias": "  - leaderboard_gpqa_diamond"
        },
        "leaderboard_gpqa_extended": {
            "acc_norm,none": 0.26373626373626374,
            "acc_norm_stderr,none": 0.01887571358037249,
            "alias": "  - leaderboard_gpqa_extended"
        },
        "leaderboard_gpqa_main": {
            "acc_norm,none": 0.27232142857142855,
            "acc_norm_stderr,none": 0.021055082129324165,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.3974121996303142,
            "prompt_level_strict_acc_stderr,none": 0.02105881284751988,
            "inst_level_strict_acc,none": 0.5,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.42513863216266173,
            "prompt_level_loose_acc_stderr,none": 0.02127403980535575,
            "inst_level_loose_acc,none": 0.5347721822541966,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": " - leaderboard_ifeval"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.01661631419939577,
            "exact_match_stderr,none": 0.0035037670146928156,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "exact_match,none": 0.02280130293159609,
            "exact_match_stderr,none": 0.008533173159537185,
            "alias": "  - leaderboard_math_algebra_hard"
        },
        "leaderboard_math_counting_and_prob_hard": {
            "exact_match,none": 0.0,
            "exact_match_stderr,none": 0.0,
            "alias": "  - leaderboard_math_counting_and_prob_hard"
        },
        "leaderboard_math_geometry_hard": {
            "exact_match,none": 0.0,
            "exact_match_stderr,none": 0.0,
            "alias": "  - leaderboard_math_geometry_hard"
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "exact_match,none": 0.007142857142857143,
            "exact_match_stderr,none": 0.005041703051390574,
            "alias": "  - leaderboard_math_intermediate_algebra_hard"
        },
        "leaderboard_math_num_theory_hard": {
            "exact_match,none": 0.01948051948051948,
            "exact_match_stderr,none": 0.011173331005571075,
            "alias": "  - leaderboard_math_num_theory_hard"
        },
        "leaderboard_math_prealgebra_hard": {
            "exact_match,none": 0.04145077720207254,
            "exact_match_stderr,none": 0.014385432857476422,
            "alias": "  - leaderboard_math_prealgebra_hard"
        },
        "leaderboard_math_precalculus_hard": {
            "exact_match,none": 0.014814814814814815,
            "exact_match_stderr,none": 0.010436494549594364,
            "alias": "  - leaderboard_math_precalculus_hard"
        },
        "leaderboard_mmlu_pro": {
            "acc,none": 0.24143949468085107,
            "acc_stderr,none": 0.0039016508879782036,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.3835978835978836,
            "acc_norm_stderr,none": 0.01719962204362688,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "acc_norm,none": 0.524,
            "acc_norm_stderr,none": 0.03164968895968782,
            "alias": "  - leaderboard_musr_murder_mysteries"
        },
        "leaderboard_musr_object_placements": {
            "acc_norm,none": 0.23828125,
            "acc_norm_stderr,none": 0.026679160987075002,
            "alias": "  - leaderboard_musr_object_placements"
        },
        "leaderboard_musr_team_allocation": {
            "acc_norm,none": 0.392,
            "acc_norm_stderr,none": 0.0309382076204012,
            "alias": "  - leaderboard_musr_team_allocation"
        }
    },
    "leaderboard": {
        "acc,none": 0.24143949468085107,
        "acc_stderr,none": 0.0039016508879782036,
        "prompt_level_loose_acc,none": 0.42513863216266173,
        "prompt_level_loose_acc_stderr,none": 0.02127403980535575,
        "prompt_level_strict_acc,none": 0.3974121996303142,
        "prompt_level_strict_acc_stderr,none": 0.02105881284751988,
        "inst_level_loose_acc,none": 0.5347721822541966,
        "inst_level_loose_acc_stderr,none": "N/A",
        "exact_match,none": 0.01661631419939577,
        "exact_match_stderr,none": 0.0035037670146928156,
        "inst_level_strict_acc,none": 0.5,
        "inst_level_strict_acc_stderr,none": "N/A",
        "acc_norm,none": 0.3250745881437281,
        "acc_norm_stderr,none": 0.005066867483294129,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.33292831105710813,
        "acc_norm_stderr,none": 0.005846542278448072,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "acc_norm,none": 0.488,
        "acc_norm_stderr,none": 0.03167708558254709,
        "alias": "  - leaderboard_bbh_boolean_expressions"
    },
    "leaderboard_bbh_causal_judgement": {
        "acc_norm,none": 0.5187165775401069,
        "acc_norm_stderr,none": 0.03663608375537842,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.448,
        "acc_norm_stderr,none": 0.03151438761115355,
        "alias": "  - leaderboard_bbh_date_understanding"
    },
    "leaderboard_bbh_disambiguation_qa": {
        "acc_norm,none": 0.584,
        "acc_norm_stderr,none": 0.031235856237014553,
        "alias": "  - leaderboard_bbh_disambiguation_qa"
    },
    "leaderboard_bbh_formal_fallacies": {
        "acc_norm,none": 0.468,
        "acc_norm_stderr,none": 0.031621252575725504,
        "alias": "  - leaderboard_bbh_formal_fallacies"
    },
    "leaderboard_bbh_geometric_shapes": {
        "acc_norm,none": 0.008,
        "acc_norm_stderr,none": 0.005645483676690162,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.516,
        "acc_norm_stderr,none": 0.031669985030107414,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.288,
        "acc_norm_stderr,none": 0.028697004587398222,
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "acc_norm,none": 0.196,
        "acc_norm_stderr,none": 0.02515685731325593,
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "acc_norm,none": 0.388,
        "acc_norm_stderr,none": 0.030881038748993922,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.36,
        "acc_norm_stderr,none": 0.03041876402517498,
        "alias": "  - leaderboard_bbh_movie_recommendation"
    },
    "leaderboard_bbh_navigate": {
        "acc_norm,none": 0.42,
        "acc_norm_stderr,none": 0.03127799950463661,
        "alias": "  - leaderboard_bbh_navigate"
    },
    "leaderboard_bbh_object_counting": {
        "acc_norm,none": 0.088,
        "acc_norm_stderr,none": 0.017953084777052913,
        "alias": "  - leaderboard_bbh_object_counting"
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "acc_norm,none": 0.1780821917808219,
        "acc_norm_stderr,none": 0.031771699047331535,
        "alias": "  - leaderboard_bbh_penguins_in_a_table"
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "acc_norm,none": 0.256,
        "acc_norm_stderr,none": 0.02765710871820491,
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
    },
    "leaderboard_bbh_ruin_names": {
        "acc_norm,none": 0.236,
        "acc_norm_stderr,none": 0.026909337594953855,
        "alias": "  - leaderboard_bbh_ruin_names"
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "acc_norm,none": 0.18,
        "acc_norm_stderr,none": 0.024346890650293527,
        "alias": "  - leaderboard_bbh_salient_translation_error_detection"
    },
    "leaderboard_bbh_snarks": {
        "acc_norm,none": 0.6067415730337079,
        "acc_norm_stderr,none": 0.0367159070951658,
        "alias": "  - leaderboard_bbh_snarks"
    },
    "leaderboard_bbh_sports_understanding": {
        "acc_norm,none": 0.46,
        "acc_norm_stderr,none": 0.031584653891499,
        "alias": "  - leaderboard_bbh_sports_understanding"
    },
    "leaderboard_bbh_temporal_sequences": {
        "acc_norm,none": 0.236,
        "acc_norm_stderr,none": 0.026909337594953824,
        "alias": "  - leaderboard_bbh_temporal_sequences"
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "acc_norm,none": 0.184,
        "acc_norm_stderr,none": 0.02455581299422256,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "acc_norm,none": 0.12,
        "acc_norm_stderr,none": 0.020593600596839942,
        "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": 0.03167708558254709,
        "alias": "  - leaderboard_bbh_web_of_lies"
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.25,
        "acc_norm_stderr,none": 0.012504960507387666,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "acc_norm,none": 0.16161616161616163,
        "acc_norm_stderr,none": 0.02622591986362928,
        "alias": "  - leaderboard_gpqa_diamond"
    },
    "leaderboard_gpqa_extended": {
        "acc_norm,none": 0.26373626373626374,
        "acc_norm_stderr,none": 0.01887571358037249,
        "alias": "  - leaderboard_gpqa_extended"
    },
    "leaderboard_gpqa_main": {
        "acc_norm,none": 0.27232142857142855,
        "acc_norm_stderr,none": 0.021055082129324165,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.3974121996303142,
        "prompt_level_strict_acc_stderr,none": 0.02105881284751988,
        "inst_level_strict_acc,none": 0.5,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.42513863216266173,
        "prompt_level_loose_acc_stderr,none": 0.02127403980535575,
        "inst_level_loose_acc,none": 0.5347721822541966,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": " - leaderboard_ifeval"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.01661631419939577,
        "exact_match_stderr,none": 0.0035037670146928156,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "exact_match,none": 0.02280130293159609,
        "exact_match_stderr,none": 0.008533173159537185,
        "alias": "  - leaderboard_math_algebra_hard"
    },
    "leaderboard_math_counting_and_prob_hard": {
        "exact_match,none": 0.0,
        "exact_match_stderr,none": 0.0,
        "alias": "  - leaderboard_math_counting_and_prob_hard"
    },
    "leaderboard_math_geometry_hard": {
        "exact_match,none": 0.0,
        "exact_match_stderr,none": 0.0,
        "alias": "  - leaderboard_math_geometry_hard"
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "exact_match,none": 0.007142857142857143,
        "exact_match_stderr,none": 0.005041703051390574,
        "alias": "  - leaderboard_math_intermediate_algebra_hard"
    },
    "leaderboard_math_num_theory_hard": {
        "exact_match,none": 0.01948051948051948,
        "exact_match_stderr,none": 0.011173331005571075,
        "alias": "  - leaderboard_math_num_theory_hard"
    },
    "leaderboard_math_prealgebra_hard": {
        "exact_match,none": 0.04145077720207254,
        "exact_match_stderr,none": 0.014385432857476422,
        "alias": "  - leaderboard_math_prealgebra_hard"
    },
    "leaderboard_math_precalculus_hard": {
        "exact_match,none": 0.014814814814814815,
        "exact_match_stderr,none": 0.010436494549594364,
        "alias": "  - leaderboard_math_precalculus_hard"
    },
    "leaderboard_mmlu_pro": {
        "acc,none": 0.24143949468085107,
        "acc_stderr,none": 0.0039016508879782036,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.3835978835978836,
        "acc_norm_stderr,none": 0.01719962204362688,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "acc_norm,none": 0.524,
        "acc_norm_stderr,none": 0.03164968895968782,
        "alias": "  - leaderboard_musr_murder_mysteries"
    },
    "leaderboard_musr_object_placements": {
        "acc_norm,none": 0.23828125,
        "acc_norm_stderr,none": 0.026679160987075002,
        "alias": "  - leaderboard_musr_object_placements"
    },
    "leaderboard_musr_team_allocation": {
        "acc_norm,none": 0.392,
        "acc_norm_stderr,none": 0.0309382076204012,
        "alias": "  - leaderboard_musr_team_allocation"
    }
}

Dataset Details

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