open-llm-leaderboard/microsoft__Phi-3-medium-4k-instruct-details

Dataset Card for Evaluation run of microsoft/Phi-3-medium-4k-instruct

Dataset automatically created during the evaluation run of model microsoft/Phi-3-medium-4k-instruct The dataset is composed of 44 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(
    "HuggingFaceEvalInternal/microsoft__Phi-3-medium-4k-instruct-details-private",
    name="microsoft__Phi-3-medium-4k-instruct__leaderboard_arc_challenge",
    split="latest"
)

Latest results

These are the latest results from run 2024-06-17T10-38-50.763081 (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_loose_acc,none": 0.7230215827338129,
            "inst_level_loose_acc_stderr,none": "N/A",
            "prompt_level_strict_acc,none": 0.5914972273567468,
            "prompt_level_strict_acc_stderr,none": 0.021153244098720356,
            "acc,none": 0.48591335958800363,
            "acc_stderr,none": 0.004319757907465781,
            "inst_level_strict_acc,none": 0.6930455635491607,
            "inst_level_strict_acc_stderr,none": "N/A",
            "acc_norm,none": 0.5874338475396915,
            "acc_norm_stderr,none": 0.004733118774532738,
            "prompt_level_loose_acc,none": 0.6210720887245841,
            "prompt_level_loose_acc_stderr,none": 0.020876246883668938,
            "exact_match,none": 0.16993957703927492,
            "exact_match_stderr,none": 0.009655156960554518,
            "alias": "leaderboard"
        },
        "leaderboard_arc_challenge": {
            "acc,none": 0.674061433447099,
            "acc_stderr,none": 0.013697432466693246,
            "acc_norm,none": 0.6988054607508533,
            "acc_norm_stderr,none": 0.013406741767847629,
            "alias": " - leaderboard_arc_challenge"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.6380836660302031,
            "acc_norm_stderr,none": 0.005705351339155941,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "acc_norm,none": 0.892,
            "acc_norm_stderr,none": 0.01966955938156875,
            "alias": "  - leaderboard_bbh_boolean_expressions"
        },
        "leaderboard_bbh_causal_judgement": {
            "acc_norm,none": 0.6363636363636364,
            "acc_norm_stderr,none": 0.03527198153014412,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.62,
            "acc_norm_stderr,none": 0.030760116042626035,
            "alias": "  - leaderboard_bbh_date_understanding"
        },
        "leaderboard_bbh_disambiguation_qa": {
            "acc_norm,none": 0.728,
            "acc_norm_stderr,none": 0.028200088296310002,
            "alias": "  - leaderboard_bbh_disambiguation_qa"
        },
        "leaderboard_bbh_formal_fallacies": {
            "acc_norm,none": 0.728,
            "acc_norm_stderr,none": 0.02820008829631,
            "alias": "  - leaderboard_bbh_formal_fallacies"
        },
        "leaderboard_bbh_geometric_shapes": {
            "acc_norm,none": 0.432,
            "acc_norm_stderr,none": 0.0313918107654294,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.868,
            "acc_norm_stderr,none": 0.021450980824038107,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.576,
            "acc_norm_stderr,none": 0.03131803437491614,
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "acc_norm,none": 0.448,
            "acc_norm_stderr,none": 0.03151438761115355,
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "acc_norm,none": 0.864,
            "acc_norm_stderr,none": 0.02172334261705205,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.792,
            "acc_norm_stderr,none": 0.02572139890141639,
            "alias": "  - leaderboard_bbh_movie_recommendation"
        },
        "leaderboard_bbh_navigate": {
            "acc_norm,none": 0.684,
            "acc_norm_stderr,none": 0.029462657598578697,
            "alias": "  - leaderboard_bbh_navigate"
        },
        "leaderboard_bbh_object_counting": {
            "acc_norm,none": 0.416,
            "acc_norm_stderr,none": 0.031235856237014574,
            "alias": "  - leaderboard_bbh_object_counting"
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "acc_norm,none": 0.6643835616438356,
            "acc_norm_stderr,none": 0.039214533254314066,
            "alias": "  - leaderboard_bbh_penguins_in_a_table"
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "acc_norm,none": 0.756,
            "acc_norm_stderr,none": 0.02721799546455318,
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
        },
        "leaderboard_bbh_ruin_names": {
            "acc_norm,none": 0.848,
            "acc_norm_stderr,none": 0.022752024491765464,
            "alias": "  - leaderboard_bbh_ruin_names"
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "acc_norm,none": 0.592,
            "acc_norm_stderr,none": 0.031145209846548495,
            "alias": "  - leaderboard_bbh_salient_translation_error_detection"
        },
        "leaderboard_bbh_snarks": {
            "acc_norm,none": 0.8651685393258427,
            "acc_norm_stderr,none": 0.025671978820002096,
            "alias": "  - leaderboard_bbh_snarks"
        },
        "leaderboard_bbh_sports_understanding": {
            "acc_norm,none": 0.716,
            "acc_norm_stderr,none": 0.028576958730437422,
            "alias": "  - leaderboard_bbh_sports_understanding"
        },
        "leaderboard_bbh_temporal_sequences": {
            "acc_norm,none": 0.992,
            "acc_norm_stderr,none": 0.005645483676690169,
            "alias": "  - leaderboard_bbh_temporal_sequences"
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "acc_norm,none": 0.212,
            "acc_norm_stderr,none": 0.02590188469054115,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "acc_norm,none": 0.248,
            "acc_norm_stderr,none": 0.027367497504863548,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "acc_norm,none": 0.352,
            "acc_norm_stderr,none": 0.03026628805735994,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
        },
        "leaderboard_bbh_web_of_lies": {
            "acc_norm,none": 0.46,
            "acc_norm_stderr,none": 0.031584653891499,
            "alias": "  - leaderboard_bbh_web_of_lies"
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.33640939597315433,
            "acc_norm_stderr,none": 0.01370138737916678,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "acc_norm,none": 0.3484848484848485,
            "acc_norm_stderr,none": 0.03394853965156403,
            "alias": "  - leaderboard_gpqa_diamond"
        },
        "leaderboard_gpqa_extended": {
            "acc_norm,none": 0.3333333333333333,
            "acc_norm_stderr,none": 0.020192751093846134,
            "alias": "  - leaderboard_gpqa_extended"
        },
        "leaderboard_gpqa_main": {
            "acc_norm,none": 0.33482142857142855,
            "acc_norm_stderr,none": 0.022321428571428617,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.5914972273567468,
            "prompt_level_strict_acc_stderr,none": 0.021153244098720356,
            "inst_level_strict_acc,none": 0.6930455635491607,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.6210720887245841,
            "prompt_level_loose_acc_stderr,none": 0.020876246883668938,
            "inst_level_loose_acc,none": 0.7230215827338129,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": " - leaderboard_ifeval"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.16993957703927492,
            "exact_match_stderr,none": 0.009655156960554518,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "exact_match,none": 0.28664495114006516,
            "exact_match_stderr,none": 0.02585022364512903,
            "alias": "  - leaderboard_math_algebra_hard"
        },
        "leaderboard_math_counting_and_prob_hard": {
            "exact_match,none": 0.14634146341463414,
            "exact_match_stderr,none": 0.03199969768047479,
            "alias": "  - leaderboard_math_counting_and_prob_hard"
        },
        "leaderboard_math_geometry_hard": {
            "exact_match,none": 0.03787878787878788,
            "exact_match_stderr,none": 0.016679279394712594,
            "alias": "  - leaderboard_math_geometry_hard"
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "exact_match,none": 0.02857142857142857,
            "exact_match_stderr,none": 0.009973998820736026,
            "alias": "  - leaderboard_math_intermediate_algebra_hard"
        },
        "leaderboard_math_num_theory_hard": {
            "exact_match,none": 0.16233766233766234,
            "exact_match_stderr,none": 0.02981250184356528,
            "alias": "  - leaderboard_math_num_theory_hard"
        },
        "leaderboard_math_prealgebra_hard": {
            "exact_match,none": 0.39378238341968913,
            "exact_match_stderr,none": 0.03526077095548237,
            "alias": "  - leaderboard_math_prealgebra_hard"
        },
        "leaderboard_math_precalculus_hard": {
            "exact_match,none": 0.037037037037037035,
            "exact_match_stderr,none": 0.016314377626726072,
            "alias": "  - leaderboard_math_precalculus_hard"
        },
        "leaderboard_mmlu_pro": {
            "acc,none": 0.4675864361702128,
            "acc_stderr,none": 0.0045488817197920405,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.4246031746031746,
            "acc_norm_stderr,none": 0.017398910662185834,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "acc_norm,none": 0.592,
            "acc_norm_stderr,none": 0.03114520984654851,
            "alias": "  - leaderboard_musr_murder_mysteries"
        },
        "leaderboard_musr_object_placements": {
            "acc_norm,none": 0.28125,
            "acc_norm_stderr,none": 0.028155620586096754,
            "alias": "  - leaderboard_musr_object_placements"
        },
        "leaderboard_musr_team_allocation": {
            "acc_norm,none": 0.404,
            "acc_norm_stderr,none": 0.031096688184825295,
            "alias": "  - leaderboard_musr_team_allocation"
        }
    },
    "leaderboard": {
        "inst_level_loose_acc,none": 0.7230215827338129,
        "inst_level_loose_acc_stderr,none": "N/A",
        "prompt_level_strict_acc,none": 0.5914972273567468,
        "prompt_level_strict_acc_stderr,none": 0.021153244098720356,
        "acc,none": 0.48591335958800363,
        "acc_stderr,none": 0.004319757907465781,
        "inst_level_strict_acc,none": 0.6930455635491607,
        "inst_level_strict_acc_stderr,none": "N/A",
        "acc_norm,none": 0.5874338475396915,
        "acc_norm_stderr,none": 0.004733118774532738,
        "prompt_level_loose_acc,none": 0.6210720887245841,
        "prompt_level_loose_acc_stderr,none": 0.020876246883668938,
        "exact_match,none": 0.16993957703927492,
        "exact_match_stderr,none": 0.009655156960554518,
        "alias": "leaderboard"
    },
    "leaderboard_arc_challenge": {
        "acc,none": 0.674061433447099,
        "acc_stderr,none": 0.013697432466693246,
        "acc_norm,none": 0.6988054607508533,
        "acc_norm_stderr,none": 0.013406741767847629,
        "alias": " - leaderboard_arc_challenge"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.6380836660302031,
        "acc_norm_stderr,none": 0.005705351339155941,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "acc_norm,none": 0.892,
        "acc_norm_stderr,none": 0.01966955938156875,
        "alias": "  - leaderboard_bbh_boolean_expressions"
    },
    "leaderboard_bbh_causal_judgement": {
        "acc_norm,none": 0.6363636363636364,
        "acc_norm_stderr,none": 0.03527198153014412,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.62,
        "acc_norm_stderr,none": 0.030760116042626035,
        "alias": "  - leaderboard_bbh_date_understanding"
    },
    "leaderboard_bbh_disambiguation_qa": {
        "acc_norm,none": 0.728,
        "acc_norm_stderr,none": 0.028200088296310002,
        "alias": "  - leaderboard_bbh_disambiguation_qa"
    },
    "leaderboard_bbh_formal_fallacies": {
        "acc_norm,none": 0.728,
        "acc_norm_stderr,none": 0.02820008829631,
        "alias": "  - leaderboard_bbh_formal_fallacies"
    },
    "leaderboard_bbh_geometric_shapes": {
        "acc_norm,none": 0.432,
        "acc_norm_stderr,none": 0.0313918107654294,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.868,
        "acc_norm_stderr,none": 0.021450980824038107,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.576,
        "acc_norm_stderr,none": 0.03131803437491614,
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "acc_norm,none": 0.448,
        "acc_norm_stderr,none": 0.03151438761115355,
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "acc_norm,none": 0.864,
        "acc_norm_stderr,none": 0.02172334261705205,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.792,
        "acc_norm_stderr,none": 0.02572139890141639,
        "alias": "  - leaderboard_bbh_movie_recommendation"
    },
    "leaderboard_bbh_navigate": {
        "acc_norm,none": 0.684,
        "acc_norm_stderr,none": 0.029462657598578697,
        "alias": "  - leaderboard_bbh_navigate"
    },
    "leaderboard_bbh_object_counting": {
        "acc_norm,none": 0.416,
        "acc_norm_stderr,none": 0.031235856237014574,
        "alias": "  - leaderboard_bbh_object_counting"
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "acc_norm,none": 0.6643835616438356,
        "acc_norm_stderr,none": 0.039214533254314066,
        "alias": "  - leaderboard_bbh_penguins_in_a_table"
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "acc_norm,none": 0.756,
        "acc_norm_stderr,none": 0.02721799546455318,
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
    },
    "leaderboard_bbh_ruin_names": {
        "acc_norm,none": 0.848,
        "acc_norm_stderr,none": 0.022752024491765464,
        "alias": "  - leaderboard_bbh_ruin_names"
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "acc_norm,none": 0.592,
        "acc_norm_stderr,none": 0.031145209846548495,
        "alias": "  - leaderboard_bbh_salient_translation_error_detection"
    },
    "leaderboard_bbh_snarks": {
        "acc_norm,none": 0.8651685393258427,
        "acc_norm_stderr,none": 0.025671978820002096,
        "alias": "  - leaderboard_bbh_snarks"
    },
    "leaderboard_bbh_sports_understanding": {
        "acc_norm,none": 0.716,
        "acc_norm_stderr,none": 0.028576958730437422,
        "alias": "  - leaderboard_bbh_sports_understanding"
    },
    "leaderboard_bbh_temporal_sequences": {
        "acc_norm,none": 0.992,
        "acc_norm_stderr,none": 0.005645483676690169,
        "alias": "  - leaderboard_bbh_temporal_sequences"
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "acc_norm,none": 0.212,
        "acc_norm_stderr,none": 0.02590188469054115,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "acc_norm,none": 0.248,
        "acc_norm_stderr,none": 0.027367497504863548,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "acc_norm,none": 0.352,
        "acc_norm_stderr,none": 0.03026628805735994,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
    },
    "leaderboard_bbh_web_of_lies": {
        "acc_norm,none": 0.46,
        "acc_norm_stderr,none": 0.031584653891499,
        "alias": "  - leaderboard_bbh_web_of_lies"
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.33640939597315433,
        "acc_norm_stderr,none": 0.01370138737916678,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "acc_norm,none": 0.3484848484848485,
        "acc_norm_stderr,none": 0.03394853965156403,
        "alias": "  - leaderboard_gpqa_diamond"
    },
    "leaderboard_gpqa_extended": {
        "acc_norm,none": 0.3333333333333333,
        "acc_norm_stderr,none": 0.020192751093846134,
        "alias": "  - leaderboard_gpqa_extended"
    },
    "leaderboard_gpqa_main": {
        "acc_norm,none": 0.33482142857142855,
        "acc_norm_stderr,none": 0.022321428571428617,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.5914972273567468,
        "prompt_level_strict_acc_stderr,none": 0.021153244098720356,
        "inst_level_strict_acc,none": 0.6930455635491607,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.6210720887245841,
        "prompt_level_loose_acc_stderr,none": 0.020876246883668938,
        "inst_level_loose_acc,none": 0.7230215827338129,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": " - leaderboard_ifeval"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.16993957703927492,
        "exact_match_stderr,none": 0.009655156960554518,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "exact_match,none": 0.28664495114006516,
        "exact_match_stderr,none": 0.02585022364512903,
        "alias": "  - leaderboard_math_algebra_hard"
    },
    "leaderboard_math_counting_and_prob_hard": {
        "exact_match,none": 0.14634146341463414,
        "exact_match_stderr,none": 0.03199969768047479,
        "alias": "  - leaderboard_math_counting_and_prob_hard"
    },
    "leaderboard_math_geometry_hard": {
        "exact_match,none": 0.03787878787878788,
        "exact_match_stderr,none": 0.016679279394712594,
        "alias": "  - leaderboard_math_geometry_hard"
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "exact_match,none": 0.02857142857142857,
        "exact_match_stderr,none": 0.009973998820736026,
        "alias": "  - leaderboard_math_intermediate_algebra_hard"
    },
    "leaderboard_math_num_theory_hard": {
        "exact_match,none": 0.16233766233766234,
        "exact_match_stderr,none": 0.02981250184356528,
        "alias": "  - leaderboard_math_num_theory_hard"
    },
    "leaderboard_math_prealgebra_hard": {
        "exact_match,none": 0.39378238341968913,
        "exact_match_stderr,none": 0.03526077095548237,
        "alias": "  - leaderboard_math_prealgebra_hard"
    },
    "leaderboard_math_precalculus_hard": {
        "exact_match,none": 0.037037037037037035,
        "exact_match_stderr,none": 0.016314377626726072,
        "alias": "  - leaderboard_math_precalculus_hard"
    },
    "leaderboard_mmlu_pro": {
        "acc,none": 0.4675864361702128,
        "acc_stderr,none": 0.0045488817197920405,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.4246031746031746,
        "acc_norm_stderr,none": 0.017398910662185834,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "acc_norm,none": 0.592,
        "acc_norm_stderr,none": 0.03114520984654851,
        "alias": "  - leaderboard_musr_murder_mysteries"
    },
    "leaderboard_musr_object_placements": {
        "acc_norm,none": 0.28125,
        "acc_norm_stderr,none": 0.028155620586096754,
        "alias": "  - leaderboard_musr_object_placements"
    },
    "leaderboard_musr_team_allocation": {
        "acc_norm,none": 0.404,
        "acc_norm_stderr,none": 0.031096688184825295,
        "alias": "  - leaderboard_musr_team_allocation"
    }
}

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