open-llm-leaderboard/ibm-granite__granite-3.0-8b-instruct-details

Dataset Card for Evaluation run of ibm-granite/granite-3.0-8b-instruct

Dataset automatically created during the evaluation run of model ibm-granite/granite-3.0-8b-instruct The dataset is composed of 38 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/ibm-granite__granite-3.0-8b-instruct-details",
    name="ibm-granite__granite-3.0-8b-instruct__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-10-20T12-34-01.501342 (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": 0.5887290167865707,
            "inst_level_strict_acc_stderr,none": "N/A",
            "exact_match,none": 0.12009063444108761,
            "exact_match_stderr,none": 0.008613421050874072,
            "prompt_level_loose_acc,none": 0.5027726432532348,
            "prompt_level_loose_acc_stderr,none": 0.021516243323548144,
            "prompt_level_strict_acc,none": 0.4731977818853974,
            "prompt_level_strict_acc_stderr,none": 0.021485638661938006,
            "acc,none": 0.34566156914893614,
            "acc_stderr,none": 0.0043358664732107135,
            "acc_norm,none": 0.47619665326242056,
            "acc_norm_stderr,none": 0.005364930104578083,
            "inst_level_loose_acc,none": 0.6223021582733813,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.5174448880402708,
            "acc_norm_stderr,none": 0.006199866182312032,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "acc_norm,none": 0.852,
            "acc_norm_stderr,none": 0.022503547243806186,
            "alias": "  - leaderboard_bbh_boolean_expressions"
        },
        "leaderboard_bbh_causal_judgement": {
            "acc_norm,none": 0.5721925133689839,
            "acc_norm_stderr,none": 0.03627762136497335,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.484,
            "acc_norm_stderr,none": 0.03166998503010743,
            "alias": "  - leaderboard_bbh_date_understanding"
        },
        "leaderboard_bbh_disambiguation_qa": {
            "acc_norm,none": 0.696,
            "acc_norm_stderr,none": 0.029150213374159652,
            "alias": "  - leaderboard_bbh_disambiguation_qa"
        },
        "leaderboard_bbh_formal_fallacies": {
            "acc_norm,none": 0.544,
            "acc_norm_stderr,none": 0.031563285061213475,
            "alias": "  - leaderboard_bbh_formal_fallacies"
        },
        "leaderboard_bbh_geometric_shapes": {
            "acc_norm,none": 0.448,
            "acc_norm_stderr,none": 0.03151438761115349,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.628,
            "acc_norm_stderr,none": 0.03063032594455827,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.42,
            "acc_norm_stderr,none": 0.03127799950463661,
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "acc_norm,none": 0.444,
            "acc_norm_stderr,none": 0.03148684942554571,
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "acc_norm,none": 0.568,
            "acc_norm_stderr,none": 0.03139181076542941,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.776,
            "acc_norm_stderr,none": 0.026421361687347884,
            "alias": "  - leaderboard_bbh_movie_recommendation"
        },
        "leaderboard_bbh_navigate": {
            "acc_norm,none": 0.552,
            "acc_norm_stderr,none": 0.03151438761115348,
            "alias": "  - leaderboard_bbh_navigate"
        },
        "leaderboard_bbh_object_counting": {
            "acc_norm,none": 0.384,
            "acc_norm_stderr,none": 0.030821679117375447,
            "alias": "  - leaderboard_bbh_object_counting"
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "acc_norm,none": 0.4452054794520548,
            "acc_norm_stderr,none": 0.04127264774457449,
            "alias": "  - leaderboard_bbh_penguins_in_a_table"
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "acc_norm,none": 0.564,
            "acc_norm_stderr,none": 0.03142556706028136,
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
        },
        "leaderboard_bbh_ruin_names": {
            "acc_norm,none": 0.488,
            "acc_norm_stderr,none": 0.03167708558254714,
            "alias": "  - leaderboard_bbh_ruin_names"
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "acc_norm,none": 0.516,
            "acc_norm_stderr,none": 0.03166998503010743,
            "alias": "  - leaderboard_bbh_salient_translation_error_detection"
        },
        "leaderboard_bbh_snarks": {
            "acc_norm,none": 0.7191011235955056,
            "acc_norm_stderr,none": 0.03378184395518332,
            "alias": "  - leaderboard_bbh_snarks"
        },
        "leaderboard_bbh_sports_understanding": {
            "acc_norm,none": 0.776,
            "acc_norm_stderr,none": 0.026421361687347884,
            "alias": "  - leaderboard_bbh_sports_understanding"
        },
        "leaderboard_bbh_temporal_sequences": {
            "acc_norm,none": 0.372,
            "acc_norm_stderr,none": 0.03063032594455827,
            "alias": "  - leaderboard_bbh_temporal_sequences"
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "acc_norm,none": 0.176,
            "acc_norm_stderr,none": 0.024133497525457123,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "acc_norm,none": 0.144,
            "acc_norm_stderr,none": 0.022249407735450245,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "acc_norm,none": 0.36,
            "acc_norm_stderr,none": 0.03041876402517494,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
        },
        "leaderboard_bbh_web_of_lies": {
            "acc_norm,none": 0.532,
            "acc_norm_stderr,none": 0.031621252575725574,
            "alias": "  - leaderboard_bbh_web_of_lies"
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.33221476510067116,
            "acc_norm_stderr,none": 0.013658651962783964,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "acc_norm,none": 0.3434343434343434,
            "acc_norm_stderr,none": 0.03383201223244441,
            "alias": "  - leaderboard_gpqa_diamond"
        },
        "leaderboard_gpqa_extended": {
            "acc_norm,none": 0.32783882783882784,
            "acc_norm_stderr,none": 0.020107989685059998,
            "alias": "  - leaderboard_gpqa_extended"
        },
        "leaderboard_gpqa_main": {
            "acc_norm,none": 0.3325892857142857,
            "acc_norm_stderr,none": 0.022284195136714192,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.4731977818853974,
            "prompt_level_strict_acc_stderr,none": 0.021485638661938006,
            "inst_level_strict_acc,none": 0.5887290167865707,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.5027726432532348,
            "prompt_level_loose_acc_stderr,none": 0.021516243323548144,
            "inst_level_loose_acc,none": 0.6223021582733813,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": " - leaderboard_ifeval"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.12009063444108761,
            "exact_match_stderr,none": 0.008613421050874074,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "exact_match,none": 0.20521172638436483,
            "exact_match_stderr,none": 0.023086925376262838,
            "alias": "  - leaderboard_math_algebra_hard"
        },
        "leaderboard_math_counting_and_prob_hard": {
            "exact_match,none": 0.0975609756097561,
            "exact_match_stderr,none": 0.026863777740489123,
            "alias": "  - leaderboard_math_counting_and_prob_hard"
        },
        "leaderboard_math_geometry_hard": {
            "exact_match,none": 0.03787878787878788,
            "exact_match_stderr,none": 0.016679279394712563,
            "alias": "  - leaderboard_math_geometry_hard"
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "exact_match,none": 0.02142857142857143,
            "exact_match_stderr,none": 0.008669434577665551,
            "alias": "  - leaderboard_math_intermediate_algebra_hard"
        },
        "leaderboard_math_num_theory_hard": {
            "exact_match,none": 0.15584415584415584,
            "exact_match_stderr,none": 0.029323166122709,
            "alias": "  - leaderboard_math_num_theory_hard"
        },
        "leaderboard_math_prealgebra_hard": {
            "exact_match,none": 0.24352331606217617,
            "exact_match_stderr,none": 0.03097543638684544,
            "alias": "  - leaderboard_math_prealgebra_hard"
        },
        "leaderboard_math_precalculus_hard": {
            "exact_match,none": 0.014814814814814815,
            "exact_match_stderr,none": 0.010436494549594376,
            "alias": "  - leaderboard_math_precalculus_hard"
        },
        "leaderboard_mmlu_pro": {
            "acc,none": 0.34566156914893614,
            "acc_stderr,none": 0.0043358664732107135,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.3888888888888889,
            "acc_norm_stderr,none": 0.017231230164231743,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "acc_norm,none": 0.532,
            "acc_norm_stderr,none": 0.031621252575725574,
            "alias": "  - leaderboard_musr_murder_mysteries"
        },
        "leaderboard_musr_object_placements": {
            "acc_norm,none": 0.2421875,
            "acc_norm_stderr,none": 0.026827898476066977,
            "alias": "  - leaderboard_musr_object_placements"
        },
        "leaderboard_musr_team_allocation": {
            "acc_norm,none": 0.396,
            "acc_norm_stderr,none": 0.030993197854577898,
            "alias": "  - leaderboard_musr_team_allocation"
        }
    },
    "leaderboard": {
        "inst_level_strict_acc,none": 0.5887290167865707,
        "inst_level_strict_acc_stderr,none": "N/A",
        "exact_match,none": 0.12009063444108761,
        "exact_match_stderr,none": 0.008613421050874072,
        "prompt_level_loose_acc,none": 0.5027726432532348,
        "prompt_level_loose_acc_stderr,none": 0.021516243323548144,
        "prompt_level_strict_acc,none": 0.4731977818853974,
        "prompt_level_strict_acc_stderr,none": 0.021485638661938006,
        "acc,none": 0.34566156914893614,
        "acc_stderr,none": 0.0043358664732107135,
        "acc_norm,none": 0.47619665326242056,
        "acc_norm_stderr,none": 0.005364930104578083,
        "inst_level_loose_acc,none": 0.6223021582733813,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.5174448880402708,
        "acc_norm_stderr,none": 0.006199866182312032,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "acc_norm,none": 0.852,
        "acc_norm_stderr,none": 0.022503547243806186,
        "alias": "  - leaderboard_bbh_boolean_expressions"
    },
    "leaderboard_bbh_causal_judgement": {
        "acc_norm,none": 0.5721925133689839,
        "acc_norm_stderr,none": 0.03627762136497335,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.484,
        "acc_norm_stderr,none": 0.03166998503010743,
        "alias": "  - leaderboard_bbh_date_understanding"
    },
    "leaderboard_bbh_disambiguation_qa": {
        "acc_norm,none": 0.696,
        "acc_norm_stderr,none": 0.029150213374159652,
        "alias": "  - leaderboard_bbh_disambiguation_qa"
    },
    "leaderboard_bbh_formal_fallacies": {
        "acc_norm,none": 0.544,
        "acc_norm_stderr,none": 0.031563285061213475,
        "alias": "  - leaderboard_bbh_formal_fallacies"
    },
    "leaderboard_bbh_geometric_shapes": {
        "acc_norm,none": 0.448,
        "acc_norm_stderr,none": 0.03151438761115349,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.628,
        "acc_norm_stderr,none": 0.03063032594455827,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.42,
        "acc_norm_stderr,none": 0.03127799950463661,
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "acc_norm,none": 0.444,
        "acc_norm_stderr,none": 0.03148684942554571,
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "acc_norm,none": 0.568,
        "acc_norm_stderr,none": 0.03139181076542941,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.776,
        "acc_norm_stderr,none": 0.026421361687347884,
        "alias": "  - leaderboard_bbh_movie_recommendation"
    },
    "leaderboard_bbh_navigate": {
        "acc_norm,none": 0.552,
        "acc_norm_stderr,none": 0.03151438761115348,
        "alias": "  - leaderboard_bbh_navigate"
    },
    "leaderboard_bbh_object_counting": {
        "acc_norm,none": 0.384,
        "acc_norm_stderr,none": 0.030821679117375447,
        "alias": "  - leaderboard_bbh_object_counting"
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "acc_norm,none": 0.4452054794520548,
        "acc_norm_stderr,none": 0.04127264774457449,
        "alias": "  - leaderboard_bbh_penguins_in_a_table"
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "acc_norm,none": 0.564,
        "acc_norm_stderr,none": 0.03142556706028136,
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
    },
    "leaderboard_bbh_ruin_names": {
        "acc_norm,none": 0.488,
        "acc_norm_stderr,none": 0.03167708558254714,
        "alias": "  - leaderboard_bbh_ruin_names"
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "acc_norm,none": 0.516,
        "acc_norm_stderr,none": 0.03166998503010743,
        "alias": "  - leaderboard_bbh_salient_translation_error_detection"
    },
    "leaderboard_bbh_snarks": {
        "acc_norm,none": 0.7191011235955056,
        "acc_norm_stderr,none": 0.03378184395518332,
        "alias": "  - leaderboard_bbh_snarks"
    },
    "leaderboard_bbh_sports_understanding": {
        "acc_norm,none": 0.776,
        "acc_norm_stderr,none": 0.026421361687347884,
        "alias": "  - leaderboard_bbh_sports_understanding"
    },
    "leaderboard_bbh_temporal_sequences": {
        "acc_norm,none": 0.372,
        "acc_norm_stderr,none": 0.03063032594455827,
        "alias": "  - leaderboard_bbh_temporal_sequences"
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "acc_norm,none": 0.176,
        "acc_norm_stderr,none": 0.024133497525457123,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "acc_norm,none": 0.144,
        "acc_norm_stderr,none": 0.022249407735450245,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "acc_norm,none": 0.36,
        "acc_norm_stderr,none": 0.03041876402517494,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
    },
    "leaderboard_bbh_web_of_lies": {
        "acc_norm,none": 0.532,
        "acc_norm_stderr,none": 0.031621252575725574,
        "alias": "  - leaderboard_bbh_web_of_lies"
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.33221476510067116,
        "acc_norm_stderr,none": 0.013658651962783964,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "acc_norm,none": 0.3434343434343434,
        "acc_norm_stderr,none": 0.03383201223244441,
        "alias": "  - leaderboard_gpqa_diamond"
    },
    "leaderboard_gpqa_extended": {
        "acc_norm,none": 0.32783882783882784,
        "acc_norm_stderr,none": 0.020107989685059998,
        "alias": "  - leaderboard_gpqa_extended"
    },
    "leaderboard_gpqa_main": {
        "acc_norm,none": 0.3325892857142857,
        "acc_norm_stderr,none": 0.022284195136714192,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.4731977818853974,
        "prompt_level_strict_acc_stderr,none": 0.021485638661938006,
        "inst_level_strict_acc,none": 0.5887290167865707,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.5027726432532348,
        "prompt_level_loose_acc_stderr,none": 0.021516243323548144,
        "inst_level_loose_acc,none": 0.6223021582733813,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": " - leaderboard_ifeval"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.12009063444108761,
        "exact_match_stderr,none": 0.008613421050874074,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "exact_match,none": 0.20521172638436483,
        "exact_match_stderr,none": 0.023086925376262838,
        "alias": "  - leaderboard_math_algebra_hard"
    },
    "leaderboard_math_counting_and_prob_hard": {
        "exact_match,none": 0.0975609756097561,
        "exact_match_stderr,none": 0.026863777740489123,
        "alias": "  - leaderboard_math_counting_and_prob_hard"
    },
    "leaderboard_math_geometry_hard": {
        "exact_match,none": 0.03787878787878788,
        "exact_match_stderr,none": 0.016679279394712563,
        "alias": "  - leaderboard_math_geometry_hard"
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "exact_match,none": 0.02142857142857143,
        "exact_match_stderr,none": 0.008669434577665551,
        "alias": "  - leaderboard_math_intermediate_algebra_hard"
    },
    "leaderboard_math_num_theory_hard": {
        "exact_match,none": 0.15584415584415584,
        "exact_match_stderr,none": 0.029323166122709,
        "alias": "  - leaderboard_math_num_theory_hard"
    },
    "leaderboard_math_prealgebra_hard": {
        "exact_match,none": 0.24352331606217617,
        "exact_match_stderr,none": 0.03097543638684544,
        "alias": "  - leaderboard_math_prealgebra_hard"
    },
    "leaderboard_math_precalculus_hard": {
        "exact_match,none": 0.014814814814814815,
        "exact_match_stderr,none": 0.010436494549594376,
        "alias": "  - leaderboard_math_precalculus_hard"
    },
    "leaderboard_mmlu_pro": {
        "acc,none": 0.34566156914893614,
        "acc_stderr,none": 0.0043358664732107135,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.3888888888888889,
        "acc_norm_stderr,none": 0.017231230164231743,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "acc_norm,none": 0.532,
        "acc_norm_stderr,none": 0.031621252575725574,
        "alias": "  - leaderboard_musr_murder_mysteries"
    },
    "leaderboard_musr_object_placements": {
        "acc_norm,none": 0.2421875,
        "acc_norm_stderr,none": 0.026827898476066977,
        "alias": "  - leaderboard_musr_object_placements"
    },
    "leaderboard_musr_team_allocation": {
        "acc_norm,none": 0.396,
        "acc_norm_stderr,none": 0.030993197854577898,
        "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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