open-llm-leaderboard/mistralai__Mistral-Nemo-Base-2407-details

Dataset Card for Evaluation run of mistralai/Mistral-Nemo-Base-2407

Dataset automatically created during the evaluation run of model mistralai/Mistral-Nemo-Base-2407 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/mistralai__Mistral-Nemo-Base-2407-details",
    name="mistralai__Mistral-Nemo-Base-2407__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-07-19T12-00-18.780878 (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": {
            "prompt_level_loose_acc,none": 0.11460258780036968,
            "prompt_level_loose_acc_stderr,none": 0.013707853566060921,
            "inst_level_loose_acc,none": 0.23381294964028776,
            "inst_level_loose_acc_stderr,none": "N/A",
            "inst_level_strict_acc,none": 0.22062350119904076,
            "inst_level_strict_acc_stderr,none": "N/A",
            "acc,none": 0.34715757978723405,
            "acc_stderr,none": 0.004340268987460458,
            "acc_norm,none": 0.4592035283434946,
            "acc_norm_stderr,none": 0.0053111509998097035,
            "exact_match,none": 0.04984894259818731,
            "exact_match_stderr,none": 0.005931714937172232,
            "prompt_level_strict_acc,none": 0.10536044362292052,
            "prompt_level_strict_acc_stderr,none": 0.013211920861725035,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.5023433431695886,
            "acc_norm_stderr,none": 0.006147483517092614,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "acc_norm,none": 0.864,
            "acc_norm_stderr,none": 0.02172334261705206,
            "alias": "  - leaderboard_bbh_boolean_expressions"
        },
        "leaderboard_bbh_causal_judgement": {
            "acc_norm,none": 0.5721925133689839,
            "acc_norm_stderr,none": 0.03627762136497334,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.652,
            "acc_norm_stderr,none": 0.030186568464511707,
            "alias": "  - leaderboard_bbh_date_understanding"
        },
        "leaderboard_bbh_disambiguation_qa": {
            "acc_norm,none": 0.592,
            "acc_norm_stderr,none": 0.031145209846548505,
            "alias": "  - leaderboard_bbh_disambiguation_qa"
        },
        "leaderboard_bbh_formal_fallacies": {
            "acc_norm,none": 0.552,
            "acc_norm_stderr,none": 0.03151438761115352,
            "alias": "  - leaderboard_bbh_formal_fallacies"
        },
        "leaderboard_bbh_geometric_shapes": {
            "acc_norm,none": 0.544,
            "acc_norm_stderr,none": 0.03156328506121339,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.5,
            "acc_norm_stderr,none": 0.031686212526223896,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.412,
            "acc_norm_stderr,none": 0.031191596026022894,
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "acc_norm,none": 0.316,
            "acc_norm_stderr,none": 0.029462657598578683,
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "acc_norm,none": 0.632,
            "acc_norm_stderr,none": 0.030562070620993163,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.796,
            "acc_norm_stderr,none": 0.025537121574548172,
            "alias": "  - leaderboard_bbh_movie_recommendation"
        },
        "leaderboard_bbh_navigate": {
            "acc_norm,none": 0.512,
            "acc_norm_stderr,none": 0.03167708558254709,
            "alias": "  - leaderboard_bbh_navigate"
        },
        "leaderboard_bbh_object_counting": {
            "acc_norm,none": 0.356,
            "acc_norm_stderr,none": 0.030343680657153215,
            "alias": "  - leaderboard_bbh_object_counting"
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "acc_norm,none": 0.4315068493150685,
            "acc_norm_stderr,none": 0.04113130264537191,
            "alias": "  - leaderboard_bbh_penguins_in_a_table"
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "acc_norm,none": 0.484,
            "acc_norm_stderr,none": 0.03166998503010742,
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
        },
        "leaderboard_bbh_ruin_names": {
            "acc_norm,none": 0.568,
            "acc_norm_stderr,none": 0.03139181076542941,
            "alias": "  - leaderboard_bbh_ruin_names"
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "acc_norm,none": 0.424,
            "acc_norm_stderr,none": 0.03131803437491615,
            "alias": "  - leaderboard_bbh_salient_translation_error_detection"
        },
        "leaderboard_bbh_snarks": {
            "acc_norm,none": 0.6404494382022472,
            "acc_norm_stderr,none": 0.036069139140740274,
            "alias": "  - leaderboard_bbh_snarks"
        },
        "leaderboard_bbh_sports_understanding": {
            "acc_norm,none": 0.772,
            "acc_norm_stderr,none": 0.026587432487268484,
            "alias": "  - leaderboard_bbh_sports_understanding"
        },
        "leaderboard_bbh_temporal_sequences": {
            "acc_norm,none": 0.424,
            "acc_norm_stderr,none": 0.03131803437491615,
            "alias": "  - leaderboard_bbh_temporal_sequences"
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "acc_norm,none": 0.16,
            "acc_norm_stderr,none": 0.023232714782060654,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "acc_norm,none": 0.104,
            "acc_norm_stderr,none": 0.019345100974843883,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "acc_norm,none": 0.288,
            "acc_norm_stderr,none": 0.02869700458739822,
            "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": 0.2936241610738255,
            "acc_norm_stderr,none": 0.0131995701764925,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "acc_norm,none": 0.2676767676767677,
            "acc_norm_stderr,none": 0.03154449888270285,
            "alias": "  - leaderboard_gpqa_diamond"
        },
        "leaderboard_gpqa_extended": {
            "acc_norm,none": 0.30952380952380953,
            "acc_norm_stderr,none": 0.019802641880170342,
            "alias": "  - leaderboard_gpqa_extended"
        },
        "leaderboard_gpqa_main": {
            "acc_norm,none": 0.2857142857142857,
            "acc_norm_stderr,none": 0.02136722869983604,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.10536044362292052,
            "prompt_level_strict_acc_stderr,none": 0.013211920861725037,
            "inst_level_strict_acc,none": 0.22062350119904076,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.11460258780036968,
            "prompt_level_loose_acc_stderr,none": 0.013707853566060923,
            "inst_level_loose_acc,none": 0.23381294964028776,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": " - leaderboard_ifeval"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.04984894259818731,
            "exact_match_stderr,none": 0.005931714937172232,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "exact_match,none": 0.06514657980456026,
            "exact_match_stderr,none": 0.014107720843558168,
            "alias": "  - leaderboard_math_algebra_hard"
        },
        "leaderboard_math_counting_and_prob_hard": {
            "exact_match,none": 0.07317073170731707,
            "exact_match_stderr,none": 0.023577005978097643,
            "alias": "  - leaderboard_math_counting_and_prob_hard"
        },
        "leaderboard_math_geometry_hard": {
            "exact_match,none": 0.030303030303030304,
            "exact_match_stderr,none": 0.01497701971430824,
            "alias": "  - leaderboard_math_geometry_hard"
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "exact_match,none": 0.014285714285714285,
            "exact_match_stderr,none": 0.007104350893915326,
            "alias": "  - leaderboard_math_intermediate_algebra_hard"
        },
        "leaderboard_math_num_theory_hard": {
            "exact_match,none": 0.025974025974025976,
            "exact_match_stderr,none": 0.012859058999697082,
            "alias": "  - leaderboard_math_num_theory_hard"
        },
        "leaderboard_math_prealgebra_hard": {
            "exact_match,none": 0.10880829015544041,
            "exact_match_stderr,none": 0.022473253332768756,
            "alias": "  - leaderboard_math_prealgebra_hard"
        },
        "leaderboard_math_precalculus_hard": {
            "exact_match,none": 0.02962962962962963,
            "exact_match_stderr,none": 0.014648038602753781,
            "alias": "  - leaderboard_math_precalculus_hard"
        },
        "leaderboard_mmlu_pro": {
            "acc,none": 0.34715757978723405,
            "acc_stderr,none": 0.004340268987460458,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.3915343915343915,
            "acc_norm_stderr,none": 0.017476534039294042,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "acc_norm,none": 0.52,
            "acc_norm_stderr,none": 0.031660853408495185,
            "alias": "  - leaderboard_musr_murder_mysteries"
        },
        "leaderboard_musr_object_placements": {
            "acc_norm,none": 0.31640625,
            "acc_norm_stderr,none": 0.02912403057115479,
            "alias": "  - leaderboard_musr_object_placements"
        },
        "leaderboard_musr_team_allocation": {
            "acc_norm,none": 0.34,
            "acc_norm_stderr,none": 0.030020073605457907,
            "alias": "  - leaderboard_musr_team_allocation"
        }
    },
    "leaderboard": {
        "prompt_level_loose_acc,none": 0.11460258780036968,
        "prompt_level_loose_acc_stderr,none": 0.013707853566060921,
        "inst_level_loose_acc,none": 0.23381294964028776,
        "inst_level_loose_acc_stderr,none": "N/A",
        "inst_level_strict_acc,none": 0.22062350119904076,
        "inst_level_strict_acc_stderr,none": "N/A",
        "acc,none": 0.34715757978723405,
        "acc_stderr,none": 0.004340268987460458,
        "acc_norm,none": 0.4592035283434946,
        "acc_norm_stderr,none": 0.0053111509998097035,
        "exact_match,none": 0.04984894259818731,
        "exact_match_stderr,none": 0.005931714937172232,
        "prompt_level_strict_acc,none": 0.10536044362292052,
        "prompt_level_strict_acc_stderr,none": 0.013211920861725035,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.5023433431695886,
        "acc_norm_stderr,none": 0.006147483517092614,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "acc_norm,none": 0.864,
        "acc_norm_stderr,none": 0.02172334261705206,
        "alias": "  - leaderboard_bbh_boolean_expressions"
    },
    "leaderboard_bbh_causal_judgement": {
        "acc_norm,none": 0.5721925133689839,
        "acc_norm_stderr,none": 0.03627762136497334,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.652,
        "acc_norm_stderr,none": 0.030186568464511707,
        "alias": "  - leaderboard_bbh_date_understanding"
    },
    "leaderboard_bbh_disambiguation_qa": {
        "acc_norm,none": 0.592,
        "acc_norm_stderr,none": 0.031145209846548505,
        "alias": "  - leaderboard_bbh_disambiguation_qa"
    },
    "leaderboard_bbh_formal_fallacies": {
        "acc_norm,none": 0.552,
        "acc_norm_stderr,none": 0.03151438761115352,
        "alias": "  - leaderboard_bbh_formal_fallacies"
    },
    "leaderboard_bbh_geometric_shapes": {
        "acc_norm,none": 0.544,
        "acc_norm_stderr,none": 0.03156328506121339,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.5,
        "acc_norm_stderr,none": 0.031686212526223896,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.412,
        "acc_norm_stderr,none": 0.031191596026022894,
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "acc_norm,none": 0.316,
        "acc_norm_stderr,none": 0.029462657598578683,
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "acc_norm,none": 0.632,
        "acc_norm_stderr,none": 0.030562070620993163,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.796,
        "acc_norm_stderr,none": 0.025537121574548172,
        "alias": "  - leaderboard_bbh_movie_recommendation"
    },
    "leaderboard_bbh_navigate": {
        "acc_norm,none": 0.512,
        "acc_norm_stderr,none": 0.03167708558254709,
        "alias": "  - leaderboard_bbh_navigate"
    },
    "leaderboard_bbh_object_counting": {
        "acc_norm,none": 0.356,
        "acc_norm_stderr,none": 0.030343680657153215,
        "alias": "  - leaderboard_bbh_object_counting"
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "acc_norm,none": 0.4315068493150685,
        "acc_norm_stderr,none": 0.04113130264537191,
        "alias": "  - leaderboard_bbh_penguins_in_a_table"
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "acc_norm,none": 0.484,
        "acc_norm_stderr,none": 0.03166998503010742,
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
    },
    "leaderboard_bbh_ruin_names": {
        "acc_norm,none": 0.568,
        "acc_norm_stderr,none": 0.03139181076542941,
        "alias": "  - leaderboard_bbh_ruin_names"
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "acc_norm,none": 0.424,
        "acc_norm_stderr,none": 0.03131803437491615,
        "alias": "  - leaderboard_bbh_salient_translation_error_detection"
    },
    "leaderboard_bbh_snarks": {
        "acc_norm,none": 0.6404494382022472,
        "acc_norm_stderr,none": 0.036069139140740274,
        "alias": "  - leaderboard_bbh_snarks"
    },
    "leaderboard_bbh_sports_understanding": {
        "acc_norm,none": 0.772,
        "acc_norm_stderr,none": 0.026587432487268484,
        "alias": "  - leaderboard_bbh_sports_understanding"
    },
    "leaderboard_bbh_temporal_sequences": {
        "acc_norm,none": 0.424,
        "acc_norm_stderr,none": 0.03131803437491615,
        "alias": "  - leaderboard_bbh_temporal_sequences"
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "acc_norm,none": 0.16,
        "acc_norm_stderr,none": 0.023232714782060654,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "acc_norm,none": 0.104,
        "acc_norm_stderr,none": 0.019345100974843883,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "acc_norm,none": 0.288,
        "acc_norm_stderr,none": 0.02869700458739822,
        "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": 0.2936241610738255,
        "acc_norm_stderr,none": 0.0131995701764925,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "acc_norm,none": 0.2676767676767677,
        "acc_norm_stderr,none": 0.03154449888270285,
        "alias": "  - leaderboard_gpqa_diamond"
    },
    "leaderboard_gpqa_extended": {
        "acc_norm,none": 0.30952380952380953,
        "acc_norm_stderr,none": 0.019802641880170342,
        "alias": "  - leaderboard_gpqa_extended"
    },
    "leaderboard_gpqa_main": {
        "acc_norm,none": 0.2857142857142857,
        "acc_norm_stderr,none": 0.02136722869983604,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.10536044362292052,
        "prompt_level_strict_acc_stderr,none": 0.013211920861725037,
        "inst_level_strict_acc,none": 0.22062350119904076,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.11460258780036968,
        "prompt_level_loose_acc_stderr,none": 0.013707853566060923,
        "inst_level_loose_acc,none": 0.23381294964028776,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": " - leaderboard_ifeval"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.04984894259818731,
        "exact_match_stderr,none": 0.005931714937172232,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "exact_match,none": 0.06514657980456026,
        "exact_match_stderr,none": 0.014107720843558168,
        "alias": "  - leaderboard_math_algebra_hard"
    },
    "leaderboard_math_counting_and_prob_hard": {
        "exact_match,none": 0.07317073170731707,
        "exact_match_stderr,none": 0.023577005978097643,
        "alias": "  - leaderboard_math_counting_and_prob_hard"
    },
    "leaderboard_math_geometry_hard": {
        "exact_match,none": 0.030303030303030304,
        "exact_match_stderr,none": 0.01497701971430824,
        "alias": "  - leaderboard_math_geometry_hard"
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "exact_match,none": 0.014285714285714285,
        "exact_match_stderr,none": 0.007104350893915326,
        "alias": "  - leaderboard_math_intermediate_algebra_hard"
    },
    "leaderboard_math_num_theory_hard": {
        "exact_match,none": 0.025974025974025976,
        "exact_match_stderr,none": 0.012859058999697082,
        "alias": "  - leaderboard_math_num_theory_hard"
    },
    "leaderboard_math_prealgebra_hard": {
        "exact_match,none": 0.10880829015544041,
        "exact_match_stderr,none": 0.022473253332768756,
        "alias": "  - leaderboard_math_prealgebra_hard"
    },
    "leaderboard_math_precalculus_hard": {
        "exact_match,none": 0.02962962962962963,
        "exact_match_stderr,none": 0.014648038602753781,
        "alias": "  - leaderboard_math_precalculus_hard"
    },
    "leaderboard_mmlu_pro": {
        "acc,none": 0.34715757978723405,
        "acc_stderr,none": 0.004340268987460458,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.3915343915343915,
        "acc_norm_stderr,none": 0.017476534039294042,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "acc_norm,none": 0.52,
        "acc_norm_stderr,none": 0.031660853408495185,
        "alias": "  - leaderboard_musr_murder_mysteries"
    },
    "leaderboard_musr_object_placements": {
        "acc_norm,none": 0.31640625,
        "acc_norm_stderr,none": 0.02912403057115479,
        "alias": "  - leaderboard_musr_object_placements"
    },
    "leaderboard_musr_team_allocation": {
        "acc_norm,none": 0.34,
        "acc_norm_stderr,none": 0.030020073605457907,
        "alias": "  - leaderboard_musr_team_allocation"
    }
}

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