open-llm-leaderboard/google__flan-t5-xxl-details

Dataset Card for Evaluation run of google/flan-t5-xxl

Dataset automatically created during the evaluation run of model google/flan-t5-xxl 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/google__flan-t5-xxl-details",
    name="google__flan-t5-xxl__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-08-27T14-49-35.555117 (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": 0.2829736211031175,
            "inst_level_strict_acc_stderr,none": "N/A",
            "acc_norm,none": 0.45959268387598917,
            "acc_norm_stderr,none": 0.005301365194378459,
            "prompt_level_loose_acc,none": 0.1589648798521257,
            "prompt_level_loose_acc_stderr,none": 0.015734783762341272,
            "exact_match,none": 0.0,
            "exact_match_stderr,none": 0.0,
            "inst_level_loose_acc,none": 0.2829736211031175,
            "inst_level_loose_acc_stderr,none": "N/A",
            "acc,none": 0.23429188829787234,
            "acc_stderr,none": 0.003861529765947228,
            "prompt_level_strict_acc,none": 0.15711645101663585,
            "prompt_level_strict_acc_stderr,none": 0.01566021568347361,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.5039055719493144,
            "acc_norm_stderr,none": 0.006155512865073658,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "acc_norm,none": 0.516,
            "acc_norm_stderr,none": 0.03166998503010743,
            "alias": "  - leaderboard_bbh_boolean_expressions"
        },
        "leaderboard_bbh_causal_judgement": {
            "acc_norm,none": 0.6042780748663101,
            "acc_norm_stderr,none": 0.035855600715925424,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.54,
            "acc_norm_stderr,none": 0.031584653891499004,
            "alias": "  - leaderboard_bbh_date_understanding"
        },
        "leaderboard_bbh_disambiguation_qa": {
            "acc_norm,none": 0.676,
            "acc_norm_stderr,none": 0.029658294924545567,
            "alias": "  - leaderboard_bbh_disambiguation_qa"
        },
        "leaderboard_bbh_formal_fallacies": {
            "acc_norm,none": 0.548,
            "acc_norm_stderr,none": 0.03153986449255664,
            "alias": "  - leaderboard_bbh_formal_fallacies"
        },
        "leaderboard_bbh_geometric_shapes": {
            "acc_norm,none": 0.18,
            "acc_norm_stderr,none": 0.02434689065029351,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.704,
            "acc_norm_stderr,none": 0.028928939388379697,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.552,
            "acc_norm_stderr,none": 0.03151438761115348,
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "acc_norm,none": 0.608,
            "acc_norm_stderr,none": 0.030938207620401222,
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "acc_norm,none": 0.712,
            "acc_norm_stderr,none": 0.028697004587398257,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.608,
            "acc_norm_stderr,none": 0.030938207620401222,
            "alias": "  - leaderboard_bbh_movie_recommendation"
        },
        "leaderboard_bbh_navigate": {
            "acc_norm,none": 0.608,
            "acc_norm_stderr,none": 0.030938207620401222,
            "alias": "  - leaderboard_bbh_navigate"
        },
        "leaderboard_bbh_object_counting": {
            "acc_norm,none": 0.42,
            "acc_norm_stderr,none": 0.03127799950463661,
            "alias": "  - leaderboard_bbh_object_counting"
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "acc_norm,none": 0.4178082191780822,
            "acc_norm_stderr,none": 0.040957885112201387,
            "alias": "  - leaderboard_bbh_penguins_in_a_table"
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "acc_norm,none": 0.6,
            "acc_norm_stderr,none": 0.031046021028253316,
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
        },
        "leaderboard_bbh_ruin_names": {
            "acc_norm,none": 0.552,
            "acc_norm_stderr,none": 0.03151438761115348,
            "alias": "  - leaderboard_bbh_ruin_names"
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "acc_norm,none": 0.504,
            "acc_norm_stderr,none": 0.0316851985511992,
            "alias": "  - leaderboard_bbh_salient_translation_error_detection"
        },
        "leaderboard_bbh_snarks": {
            "acc_norm,none": 0.7640449438202247,
            "acc_norm_stderr,none": 0.03191445731253357,
            "alias": "  - leaderboard_bbh_snarks"
        },
        "leaderboard_bbh_sports_understanding": {
            "acc_norm,none": 0.7,
            "acc_norm_stderr,none": 0.029040893477575786,
            "alias": "  - leaderboard_bbh_sports_understanding"
        },
        "leaderboard_bbh_temporal_sequences": {
            "acc_norm,none": 0.292,
            "acc_norm_stderr,none": 0.02881432040220563,
            "alias": "  - leaderboard_bbh_temporal_sequences"
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "acc_norm,none": 0.152,
            "acc_norm_stderr,none": 0.022752024491765464,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "acc_norm,none": 0.112,
            "acc_norm_stderr,none": 0.019985536939171485,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "acc_norm,none": 0.268,
            "acc_norm_stderr,none": 0.02806876238252672,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
        },
        "leaderboard_bbh_web_of_lies": {
            "acc_norm,none": 0.52,
            "acc_norm_stderr,none": 0.03166085340849512,
            "alias": "  - leaderboard_bbh_web_of_lies"
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.2701342281879195,
            "acc_norm_stderr,none": 0.012875044168064701,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "acc_norm,none": 0.25757575757575757,
            "acc_norm_stderr,none": 0.031156269519646826,
            "alias": "  - leaderboard_gpqa_diamond"
        },
        "leaderboard_gpqa_extended": {
            "acc_norm,none": 0.2783882783882784,
            "acc_norm_stderr,none": 0.01919901779044858,
            "alias": "  - leaderboard_gpqa_extended"
        },
        "leaderboard_gpqa_main": {
            "acc_norm,none": 0.265625,
            "acc_norm_stderr,none": 0.02089005840079951,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.15711645101663585,
            "prompt_level_strict_acc_stderr,none": 0.01566021568347361,
            "inst_level_strict_acc,none": 0.2829736211031175,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.1589648798521257,
            "prompt_level_loose_acc_stderr,none": 0.015734783762341276,
            "inst_level_loose_acc,none": 0.2829736211031175,
            "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": 0.23429188829787234,
            "acc_stderr,none": 0.003861529765947228,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.42063492063492064,
            "acc_norm_stderr,none": 0.01760466767276642,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "acc_norm,none": 0.516,
            "acc_norm_stderr,none": 0.03166998503010743,
            "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": 0.468,
            "acc_norm_stderr,none": 0.03162125257572558,
            "alias": "  - leaderboard_musr_team_allocation"
        }
    },
    "leaderboard": {
        "inst_level_strict_acc,none": 0.2829736211031175,
        "inst_level_strict_acc_stderr,none": "N/A",
        "acc_norm,none": 0.45959268387598917,
        "acc_norm_stderr,none": 0.005301365194378459,
        "prompt_level_loose_acc,none": 0.1589648798521257,
        "prompt_level_loose_acc_stderr,none": 0.015734783762341272,
        "exact_match,none": 0.0,
        "exact_match_stderr,none": 0.0,
        "inst_level_loose_acc,none": 0.2829736211031175,
        "inst_level_loose_acc_stderr,none": "N/A",
        "acc,none": 0.23429188829787234,
        "acc_stderr,none": 0.003861529765947228,
        "prompt_level_strict_acc,none": 0.15711645101663585,
        "prompt_level_strict_acc_stderr,none": 0.01566021568347361,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.5039055719493144,
        "acc_norm_stderr,none": 0.006155512865073658,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "acc_norm,none": 0.516,
        "acc_norm_stderr,none": 0.03166998503010743,
        "alias": "  - leaderboard_bbh_boolean_expressions"
    },
    "leaderboard_bbh_causal_judgement": {
        "acc_norm,none": 0.6042780748663101,
        "acc_norm_stderr,none": 0.035855600715925424,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.54,
        "acc_norm_stderr,none": 0.031584653891499004,
        "alias": "  - leaderboard_bbh_date_understanding"
    },
    "leaderboard_bbh_disambiguation_qa": {
        "acc_norm,none": 0.676,
        "acc_norm_stderr,none": 0.029658294924545567,
        "alias": "  - leaderboard_bbh_disambiguation_qa"
    },
    "leaderboard_bbh_formal_fallacies": {
        "acc_norm,none": 0.548,
        "acc_norm_stderr,none": 0.03153986449255664,
        "alias": "  - leaderboard_bbh_formal_fallacies"
    },
    "leaderboard_bbh_geometric_shapes": {
        "acc_norm,none": 0.18,
        "acc_norm_stderr,none": 0.02434689065029351,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.704,
        "acc_norm_stderr,none": 0.028928939388379697,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.552,
        "acc_norm_stderr,none": 0.03151438761115348,
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "acc_norm,none": 0.608,
        "acc_norm_stderr,none": 0.030938207620401222,
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "acc_norm,none": 0.712,
        "acc_norm_stderr,none": 0.028697004587398257,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.608,
        "acc_norm_stderr,none": 0.030938207620401222,
        "alias": "  - leaderboard_bbh_movie_recommendation"
    },
    "leaderboard_bbh_navigate": {
        "acc_norm,none": 0.608,
        "acc_norm_stderr,none": 0.030938207620401222,
        "alias": "  - leaderboard_bbh_navigate"
    },
    "leaderboard_bbh_object_counting": {
        "acc_norm,none": 0.42,
        "acc_norm_stderr,none": 0.03127799950463661,
        "alias": "  - leaderboard_bbh_object_counting"
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "acc_norm,none": 0.4178082191780822,
        "acc_norm_stderr,none": 0.040957885112201387,
        "alias": "  - leaderboard_bbh_penguins_in_a_table"
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "acc_norm,none": 0.6,
        "acc_norm_stderr,none": 0.031046021028253316,
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
    },
    "leaderboard_bbh_ruin_names": {
        "acc_norm,none": 0.552,
        "acc_norm_stderr,none": 0.03151438761115348,
        "alias": "  - leaderboard_bbh_ruin_names"
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "acc_norm,none": 0.504,
        "acc_norm_stderr,none": 0.0316851985511992,
        "alias": "  - leaderboard_bbh_salient_translation_error_detection"
    },
    "leaderboard_bbh_snarks": {
        "acc_norm,none": 0.7640449438202247,
        "acc_norm_stderr,none": 0.03191445731253357,
        "alias": "  - leaderboard_bbh_snarks"
    },
    "leaderboard_bbh_sports_understanding": {
        "acc_norm,none": 0.7,
        "acc_norm_stderr,none": 0.029040893477575786,
        "alias": "  - leaderboard_bbh_sports_understanding"
    },
    "leaderboard_bbh_temporal_sequences": {
        "acc_norm,none": 0.292,
        "acc_norm_stderr,none": 0.02881432040220563,
        "alias": "  - leaderboard_bbh_temporal_sequences"
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "acc_norm,none": 0.152,
        "acc_norm_stderr,none": 0.022752024491765464,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "acc_norm,none": 0.112,
        "acc_norm_stderr,none": 0.019985536939171485,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "acc_norm,none": 0.268,
        "acc_norm_stderr,none": 0.02806876238252672,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
    },
    "leaderboard_bbh_web_of_lies": {
        "acc_norm,none": 0.52,
        "acc_norm_stderr,none": 0.03166085340849512,
        "alias": "  - leaderboard_bbh_web_of_lies"
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.2701342281879195,
        "acc_norm_stderr,none": 0.012875044168064701,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "acc_norm,none": 0.25757575757575757,
        "acc_norm_stderr,none": 0.031156269519646826,
        "alias": "  - leaderboard_gpqa_diamond"
    },
    "leaderboard_gpqa_extended": {
        "acc_norm,none": 0.2783882783882784,
        "acc_norm_stderr,none": 0.01919901779044858,
        "alias": "  - leaderboard_gpqa_extended"
    },
    "leaderboard_gpqa_main": {
        "acc_norm,none": 0.265625,
        "acc_norm_stderr,none": 0.02089005840079951,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.15711645101663585,
        "prompt_level_strict_acc_stderr,none": 0.01566021568347361,
        "inst_level_strict_acc,none": 0.2829736211031175,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.1589648798521257,
        "prompt_level_loose_acc_stderr,none": 0.015734783762341276,
        "inst_level_loose_acc,none": 0.2829736211031175,
        "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": 0.23429188829787234,
        "acc_stderr,none": 0.003861529765947228,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.42063492063492064,
        "acc_norm_stderr,none": 0.01760466767276642,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "acc_norm,none": 0.516,
        "acc_norm_stderr,none": 0.03166998503010743,
        "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": 0.468,
        "acc_norm_stderr,none": 0.03162125257572558,
        "alias": "  - leaderboard_musr_team_allocation"
    }
}

Dataset Details

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Bias, Risks, and Limitations

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

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