open-llm-leaderboard/google__gemma-2-9b-it-details

Dataset Card for Evaluation run of google/gemma-2-9b-it

Dataset automatically created during the evaluation run of model google/gemma-2-9b-it The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task.

The dataset has been created from 5 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/google__gemma-2-9b-it-details",
    name="google__gemma-2-9b-it__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-08-07T12-37-28.454503 (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": 0.7190388170055453,
            "prompt_level_loose_acc_stderr,none": 0.019342047683777005,
            "inst_level_strict_acc,none": 0.7865707434052758,
            "inst_level_strict_acc_stderr,none": "N/A",
            "inst_level_loose_acc,none": 0.802158273381295,
            "inst_level_loose_acc_stderr,none": "N/A",
            "acc_norm,none": 0.522376443118433,
            "acc_norm_stderr,none": 0.005362765700935787,
            "exact_match,none": 0.0,
            "exact_match_stderr,none": 0.0,
            "prompt_level_strict_acc,none": 0.7005545286506469,
            "prompt_level_strict_acc_stderr,none": 0.019709834029672916,
            "acc,none": 0.11394614361702128,
            "acc_stderr,none": 0.0028968700413077586,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.5710814094775213,
            "acc_norm_stderr,none": 0.006164841256077683,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "acc_norm,none": 0.808,
            "acc_norm_stderr,none": 0.024960691989172015,
            "alias": "  - leaderboard_bbh_boolean_expressions"
        },
        "leaderboard_bbh_causal_judgement": {
            "acc_norm,none": 0.5294117647058824,
            "acc_norm_stderr,none": 0.03659829510813268,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.576,
            "acc_norm_stderr,none": 0.03131803437491614,
            "alias": "  - leaderboard_bbh_date_understanding"
        },
        "leaderboard_bbh_disambiguation_qa": {
            "acc_norm,none": 0.64,
            "acc_norm_stderr,none": 0.030418764025174988,
            "alias": "  - leaderboard_bbh_disambiguation_qa"
        },
        "leaderboard_bbh_formal_fallacies": {
            "acc_norm,none": 0.472,
            "acc_norm_stderr,none": 0.031636489531544396,
            "alias": "  - leaderboard_bbh_formal_fallacies"
        },
        "leaderboard_bbh_geometric_shapes": {
            "acc_norm,none": 0.552,
            "acc_norm_stderr,none": 0.03151438761115351,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.74,
            "acc_norm_stderr,none": 0.027797315752644297,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.56,
            "acc_norm_stderr,none": 0.03145724452223564,
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "acc_norm,none": 0.508,
            "acc_norm_stderr,none": 0.031682156431413803,
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "acc_norm,none": 0.792,
            "acc_norm_stderr,none": 0.025721398901416396,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.568,
            "acc_norm_stderr,none": 0.03139181076542941,
            "alias": "  - leaderboard_bbh_movie_recommendation"
        },
        "leaderboard_bbh_navigate": {
            "acc_norm,none": 0.672,
            "acc_norm_stderr,none": 0.029752391824475383,
            "alias": "  - leaderboard_bbh_navigate"
        },
        "leaderboard_bbh_object_counting": {
            "acc_norm,none": 0.34,
            "acc_norm_stderr,none": 0.030020073605457904,
            "alias": "  - leaderboard_bbh_object_counting"
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "acc_norm,none": 0.5958904109589042,
            "acc_norm_stderr,none": 0.04075198570039319,
            "alias": "  - leaderboard_bbh_penguins_in_a_table"
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "acc_norm,none": 0.644,
            "acc_norm_stderr,none": 0.030343680657153215,
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
        },
        "leaderboard_bbh_ruin_names": {
            "acc_norm,none": 0.828,
            "acc_norm_stderr,none": 0.023915513944486218,
            "alias": "  - leaderboard_bbh_ruin_names"
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "acc_norm,none": 0.584,
            "acc_norm_stderr,none": 0.031235856237014553,
            "alias": "  - leaderboard_bbh_salient_translation_error_detection"
        },
        "leaderboard_bbh_snarks": {
            "acc_norm,none": 0.6235955056179775,
            "acc_norm_stderr,none": 0.036416001247281615,
            "alias": "  - leaderboard_bbh_snarks"
        },
        "leaderboard_bbh_sports_understanding": {
            "acc_norm,none": 0.828,
            "acc_norm_stderr,none": 0.023915513944486218,
            "alias": "  - leaderboard_bbh_sports_understanding"
        },
        "leaderboard_bbh_temporal_sequences": {
            "acc_norm,none": 0.524,
            "acc_norm_stderr,none": 0.03164968895968782,
            "alias": "  - leaderboard_bbh_temporal_sequences"
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "acc_norm,none": 0.268,
            "acc_norm_stderr,none": 0.028068762382526695,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "acc_norm,none": 0.268,
            "acc_norm_stderr,none": 0.02806876238252669,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "acc_norm,none": 0.304,
            "acc_norm_stderr,none": 0.029150213374159677,
            "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": 0.36073825503355705,
            "acc_norm_stderr,none": 0.01392334064370731,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "acc_norm,none": 0.3838383838383838,
            "acc_norm_stderr,none": 0.03464881675016338,
            "alias": "  - leaderboard_gpqa_diamond"
        },
        "leaderboard_gpqa_extended": {
            "acc_norm,none": 0.35714285714285715,
            "acc_norm_stderr,none": 0.020524848969024692,
            "alias": "  - leaderboard_gpqa_extended"
        },
        "leaderboard_gpqa_main": {
            "acc_norm,none": 0.3549107142857143,
            "acc_norm_stderr,none": 0.02263162341632672,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.7005545286506469,
            "prompt_level_strict_acc_stderr,none": 0.019709834029672916,
            "inst_level_strict_acc,none": 0.7865707434052758,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.7190388170055453,
            "prompt_level_loose_acc_stderr,none": 0.019342047683777005,
            "inst_level_loose_acc,none": 0.802158273381295,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": " - leaderboard_ifeval"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.0,
            "exact_match_stderr,none": 0.0,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "exact_match,none": 0.0,
            "exact_match_stderr,none": 0.0,
            "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": 0.0,
            "exact_match_stderr,none": 0.0,
            "alias": "  - leaderboard_math_intermediate_algebra_hard"
        },
        "leaderboard_math_num_theory_hard": {
            "exact_match,none": 0.0,
            "exact_match_stderr,none": 0.0,
            "alias": "  - leaderboard_math_num_theory_hard"
        },
        "leaderboard_math_prealgebra_hard": {
            "exact_match,none": 0.0,
            "exact_match_stderr,none": 0.0,
            "alias": "  - leaderboard_math_prealgebra_hard"
        },
        "leaderboard_math_precalculus_hard": {
            "exact_match,none": 0.0,
            "exact_match_stderr,none": 0.0,
            "alias": "  - leaderboard_math_precalculus_hard"
        },
        "leaderboard_mmlu_pro": {
            "acc,none": 0.11394614361702128,
            "acc_stderr,none": 0.0028968700413077586,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.4060846560846561,
            "acc_norm_stderr,none": 0.017364264875124578,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "acc_norm,none": 0.548,
            "acc_norm_stderr,none": 0.03153986449255662,
            "alias": "  - leaderboard_musr_murder_mysteries"
        },
        "leaderboard_musr_object_placements": {
            "acc_norm,none": 0.2578125,
            "acc_norm_stderr,none": 0.027392944192695272,
            "alias": "  - leaderboard_musr_object_placements"
        },
        "leaderboard_musr_team_allocation": {
            "acc_norm,none": 0.416,
            "acc_norm_stderr,none": 0.031235856237014567,
            "alias": "  - leaderboard_musr_team_allocation"
        }
    },
    "leaderboard": {
        "prompt_level_loose_acc,none": 0.7190388170055453,
        "prompt_level_loose_acc_stderr,none": 0.019342047683777005,
        "inst_level_strict_acc,none": 0.7865707434052758,
        "inst_level_strict_acc_stderr,none": "N/A",
        "inst_level_loose_acc,none": 0.802158273381295,
        "inst_level_loose_acc_stderr,none": "N/A",
        "acc_norm,none": 0.522376443118433,
        "acc_norm_stderr,none": 0.005362765700935787,
        "exact_match,none": 0.0,
        "exact_match_stderr,none": 0.0,
        "prompt_level_strict_acc,none": 0.7005545286506469,
        "prompt_level_strict_acc_stderr,none": 0.019709834029672916,
        "acc,none": 0.11394614361702128,
        "acc_stderr,none": 0.0028968700413077586,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.5710814094775213,
        "acc_norm_stderr,none": 0.006164841256077683,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "acc_norm,none": 0.808,
        "acc_norm_stderr,none": 0.024960691989172015,
        "alias": "  - leaderboard_bbh_boolean_expressions"
    },
    "leaderboard_bbh_causal_judgement": {
        "acc_norm,none": 0.5294117647058824,
        "acc_norm_stderr,none": 0.03659829510813268,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.576,
        "acc_norm_stderr,none": 0.03131803437491614,
        "alias": "  - leaderboard_bbh_date_understanding"
    },
    "leaderboard_bbh_disambiguation_qa": {
        "acc_norm,none": 0.64,
        "acc_norm_stderr,none": 0.030418764025174988,
        "alias": "  - leaderboard_bbh_disambiguation_qa"
    },
    "leaderboard_bbh_formal_fallacies": {
        "acc_norm,none": 0.472,
        "acc_norm_stderr,none": 0.031636489531544396,
        "alias": "  - leaderboard_bbh_formal_fallacies"
    },
    "leaderboard_bbh_geometric_shapes": {
        "acc_norm,none": 0.552,
        "acc_norm_stderr,none": 0.03151438761115351,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.74,
        "acc_norm_stderr,none": 0.027797315752644297,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.56,
        "acc_norm_stderr,none": 0.03145724452223564,
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "acc_norm,none": 0.508,
        "acc_norm_stderr,none": 0.031682156431413803,
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "acc_norm,none": 0.792,
        "acc_norm_stderr,none": 0.025721398901416396,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.568,
        "acc_norm_stderr,none": 0.03139181076542941,
        "alias": "  - leaderboard_bbh_movie_recommendation"
    },
    "leaderboard_bbh_navigate": {
        "acc_norm,none": 0.672,
        "acc_norm_stderr,none": 0.029752391824475383,
        "alias": "  - leaderboard_bbh_navigate"
    },
    "leaderboard_bbh_object_counting": {
        "acc_norm,none": 0.34,
        "acc_norm_stderr,none": 0.030020073605457904,
        "alias": "  - leaderboard_bbh_object_counting"
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "acc_norm,none": 0.5958904109589042,
        "acc_norm_stderr,none": 0.04075198570039319,
        "alias": "  - leaderboard_bbh_penguins_in_a_table"
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "acc_norm,none": 0.644,
        "acc_norm_stderr,none": 0.030343680657153215,
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
    },
    "leaderboard_bbh_ruin_names": {
        "acc_norm,none": 0.828,
        "acc_norm_stderr,none": 0.023915513944486218,
        "alias": "  - leaderboard_bbh_ruin_names"
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "acc_norm,none": 0.584,
        "acc_norm_stderr,none": 0.031235856237014553,
        "alias": "  - leaderboard_bbh_salient_translation_error_detection"
    },
    "leaderboard_bbh_snarks": {
        "acc_norm,none": 0.6235955056179775,
        "acc_norm_stderr,none": 0.036416001247281615,
        "alias": "  - leaderboard_bbh_snarks"
    },
    "leaderboard_bbh_sports_understanding": {
        "acc_norm,none": 0.828,
        "acc_norm_stderr,none": 0.023915513944486218,
        "alias": "  - leaderboard_bbh_sports_understanding"
    },
    "leaderboard_bbh_temporal_sequences": {
        "acc_norm,none": 0.524,
        "acc_norm_stderr,none": 0.03164968895968782,
        "alias": "  - leaderboard_bbh_temporal_sequences"
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "acc_norm,none": 0.268,
        "acc_norm_stderr,none": 0.028068762382526695,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "acc_norm,none": 0.268,
        "acc_norm_stderr,none": 0.02806876238252669,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "acc_norm,none": 0.304,
        "acc_norm_stderr,none": 0.029150213374159677,
        "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": 0.36073825503355705,
        "acc_norm_stderr,none": 0.01392334064370731,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "acc_norm,none": 0.3838383838383838,
        "acc_norm_stderr,none": 0.03464881675016338,
        "alias": "  - leaderboard_gpqa_diamond"
    },
    "leaderboard_gpqa_extended": {
        "acc_norm,none": 0.35714285714285715,
        "acc_norm_stderr,none": 0.020524848969024692,
        "alias": "  - leaderboard_gpqa_extended"
    },
    "leaderboard_gpqa_main": {
        "acc_norm,none": 0.3549107142857143,
        "acc_norm_stderr,none": 0.02263162341632672,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.7005545286506469,
        "prompt_level_strict_acc_stderr,none": 0.019709834029672916,
        "inst_level_strict_acc,none": 0.7865707434052758,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.7190388170055453,
        "prompt_level_loose_acc_stderr,none": 0.019342047683777005,
        "inst_level_loose_acc,none": 0.802158273381295,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": " - leaderboard_ifeval"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.0,
        "exact_match_stderr,none": 0.0,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "exact_match,none": 0.0,
        "exact_match_stderr,none": 0.0,
        "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": 0.0,
        "exact_match_stderr,none": 0.0,
        "alias": "  - leaderboard_math_intermediate_algebra_hard"
    },
    "leaderboard_math_num_theory_hard": {
        "exact_match,none": 0.0,
        "exact_match_stderr,none": 0.0,
        "alias": "  - leaderboard_math_num_theory_hard"
    },
    "leaderboard_math_prealgebra_hard": {
        "exact_match,none": 0.0,
        "exact_match_stderr,none": 0.0,
        "alias": "  - leaderboard_math_prealgebra_hard"
    },
    "leaderboard_math_precalculus_hard": {
        "exact_match,none": 0.0,
        "exact_match_stderr,none": 0.0,
        "alias": "  - leaderboard_math_precalculus_hard"
    },
    "leaderboard_mmlu_pro": {
        "acc,none": 0.11394614361702128,
        "acc_stderr,none": 0.0028968700413077586,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.4060846560846561,
        "acc_norm_stderr,none": 0.017364264875124578,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "acc_norm,none": 0.548,
        "acc_norm_stderr,none": 0.03153986449255662,
        "alias": "  - leaderboard_musr_murder_mysteries"
    },
    "leaderboard_musr_object_placements": {
        "acc_norm,none": 0.2578125,
        "acc_norm_stderr,none": 0.027392944192695272,
        "alias": "  - leaderboard_musr_object_placements"
    },
    "leaderboard_musr_team_allocation": {
        "acc_norm,none": 0.416,
        "acc_norm_stderr,none": 0.031235856237014567,
        "alias": "  - leaderboard_musr_team_allocation"
    }
}

Dataset Details

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Who are the annotators?

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Personal and Sensitive Information

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Bias, Risks, and Limitations

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Recommendations

Users should be made aware of the risks, biases and limitations of the dataset. More information needed for further recommendations.

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Dataset Card Authors [optional]

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Dataset Card Contact

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