open-llm-leaderboard/Qwen__Qwen2-72B-Instruct-details

Dataset Card for Evaluation run of Qwen/Qwen2-72B-Instruct

Dataset automatically created during the evaluation run of model Qwen/Qwen2-72B-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/Qwen__Qwen2-72B-Instruct-details-private",
    name="Qwen__Qwen2-72B-Instruct__leaderboard_arc_challenge",
    split="latest"
)

Latest results

These are the latest results from run 2024-06-25T09-33-51.178365 (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": {
            "acc,none": 0.5574068464101787,
            "acc_stderr,none": 0.004296460925614454,
            "exact_match,none": 0.3512084592145015,
            "exact_match_stderr,none": 0.012158465876692968,
            "prompt_level_strict_acc,none": 0.7597042513863216,
            "prompt_level_strict_acc_stderr,none": 0.01838647358148707,
            "inst_level_strict_acc,none": 0.8381294964028777,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.7837338262476895,
            "prompt_level_loose_acc_stderr,none": 0.01771665442891013,
            "inst_level_loose_acc,none": 0.8537170263788969,
            "inst_level_loose_acc_stderr,none": "N/A",
            "acc_norm,none": 0.6372030176781894,
            "acc_norm_stderr,none": 0.00462893094338144,
            "alias": "leaderboard"
        },
        "leaderboard_arc_challenge": {
            "acc,none": 0.7329351535836177,
            "acc_stderr,none": 0.012928933196496377,
            "acc_norm,none": 0.7320819112627986,
            "acc_norm_stderr,none": 0.012942030195136452,
            "alias": " - leaderboard_arc_challenge"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.6965804547821559,
            "acc_norm_stderr,none": 0.005493347237227076,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "acc_norm,none": 0.92,
            "acc_norm_stderr,none": 0.017192507941462973,
            "alias": "  - leaderboard_bbh_boolean_expressions"
        },
        "leaderboard_bbh_causal_judgement": {
            "acc_norm,none": 0.6684491978609626,
            "acc_norm_stderr,none": 0.03451856814801617,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.692,
            "acc_norm_stderr,none": 0.02925692860650186,
            "alias": "  - leaderboard_bbh_date_understanding"
        },
        "leaderboard_bbh_disambiguation_qa": {
            "acc_norm,none": 0.788,
            "acc_norm_stderr,none": 0.025901884690541166,
            "alias": "  - leaderboard_bbh_disambiguation_qa"
        },
        "leaderboard_bbh_formal_fallacies": {
            "acc_norm,none": 0.732,
            "acc_norm_stderr,none": 0.02806876238252669,
            "alias": "  - leaderboard_bbh_formal_fallacies"
        },
        "leaderboard_bbh_geometric_shapes": {
            "acc_norm,none": 0.516,
            "acc_norm_stderr,none": 0.031669985030107414,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.892,
            "acc_norm_stderr,none": 0.01966955938156875,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.652,
            "acc_norm_stderr,none": 0.030186568464511697,
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "acc_norm,none": 0.58,
            "acc_norm_stderr,none": 0.03127799950463661,
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "acc_norm,none": 0.9,
            "acc_norm_stderr,none": 0.01901172751573436,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.812,
            "acc_norm_stderr,none": 0.024760377727750513,
            "alias": "  - leaderboard_bbh_movie_recommendation"
        },
        "leaderboard_bbh_navigate": {
            "acc_norm,none": 0.736,
            "acc_norm_stderr,none": 0.027934518957690908,
            "alias": "  - leaderboard_bbh_navigate"
        },
        "leaderboard_bbh_object_counting": {
            "acc_norm,none": 0.608,
            "acc_norm_stderr,none": 0.0309382076204012,
            "alias": "  - leaderboard_bbh_object_counting"
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "acc_norm,none": 0.6438356164383562,
            "acc_norm_stderr,none": 0.03976754138601308,
            "alias": "  - leaderboard_bbh_penguins_in_a_table"
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "acc_norm,none": 0.844,
            "acc_norm_stderr,none": 0.022995023034068737,
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
        },
        "leaderboard_bbh_ruin_names": {
            "acc_norm,none": 0.884,
            "acc_norm_stderr,none": 0.020293429803083882,
            "alias": "  - leaderboard_bbh_ruin_names"
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "acc_norm,none": 0.584,
            "acc_norm_stderr,none": 0.03123585623701455,
            "alias": "  - leaderboard_bbh_salient_translation_error_detection"
        },
        "leaderboard_bbh_snarks": {
            "acc_norm,none": 0.8932584269662921,
            "acc_norm_stderr,none": 0.02320965725605378,
            "alias": "  - leaderboard_bbh_snarks"
        },
        "leaderboard_bbh_sports_understanding": {
            "acc_norm,none": 0.896,
            "acc_norm_stderr,none": 0.019345100974843887,
            "alias": "  - leaderboard_bbh_sports_understanding"
        },
        "leaderboard_bbh_temporal_sequences": {
            "acc_norm,none": 0.952,
            "acc_norm_stderr,none": 0.013546884228085709,
            "alias": "  - leaderboard_bbh_temporal_sequences"
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "acc_norm,none": 0.276,
            "acc_norm_stderr,none": 0.02832853727421135,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "acc_norm,none": 0.272,
            "acc_norm_stderr,none": 0.028200088296310013,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "acc_norm,none": 0.372,
            "acc_norm_stderr,none": 0.030630325944558317,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
        },
        "leaderboard_bbh_web_of_lies": {
            "acc_norm,none": 0.632,
            "acc_norm_stderr,none": 0.030562070620993163,
            "alias": "  - leaderboard_bbh_web_of_lies"
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.3724832214765101,
            "acc_norm_stderr,none": 0.014009584803735594,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "acc_norm,none": 0.3838383838383838,
            "acc_norm_stderr,none": 0.034648816750163396,
            "alias": "  - leaderboard_gpqa_diamond"
        },
        "leaderboard_gpqa_extended": {
            "acc_norm,none": 0.3516483516483517,
            "acc_norm_stderr,none": 0.02045320407062826,
            "alias": "  - leaderboard_gpqa_extended"
        },
        "leaderboard_gpqa_main": {
            "acc_norm,none": 0.39285714285714285,
            "acc_norm_stderr,none": 0.023099842051972876,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.7597042513863216,
            "prompt_level_strict_acc_stderr,none": 0.01838647358148707,
            "inst_level_strict_acc,none": 0.8381294964028777,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.7837338262476895,
            "prompt_level_loose_acc_stderr,none": 0.01771665442891013,
            "inst_level_loose_acc,none": 0.8537170263788969,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": " - leaderboard_ifeval"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.3512084592145015,
            "exact_match_stderr,none": 0.012158465876692968,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "exact_match,none": 0.5602605863192183,
            "exact_match_stderr,none": 0.028374748378514246,
            "alias": "  - leaderboard_math_algebra_hard"
        },
        "leaderboard_math_counting_and_prob_hard": {
            "exact_match,none": 0.36585365853658536,
            "exact_match_stderr,none": 0.04360823721556535,
            "alias": "  - leaderboard_math_counting_and_prob_hard"
        },
        "leaderboard_math_geometry_hard": {
            "exact_match,none": 0.16666666666666666,
            "exact_match_stderr,none": 0.03256102771519019,
            "alias": "  - leaderboard_math_geometry_hard"
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "exact_match,none": 0.15714285714285714,
            "exact_match_stderr,none": 0.021788242825404012,
            "alias": "  - leaderboard_math_intermediate_algebra_hard"
        },
        "leaderboard_math_num_theory_hard": {
            "exact_match,none": 0.38311688311688313,
            "exact_match_stderr,none": 0.03930260822122907,
            "alias": "  - leaderboard_math_num_theory_hard"
        },
        "leaderboard_math_prealgebra_hard": {
            "exact_match,none": 0.5544041450777202,
            "exact_match_stderr,none": 0.0358701498607566,
            "alias": "  - leaderboard_math_prealgebra_hard"
        },
        "leaderboard_math_precalculus_hard": {
            "exact_match,none": 0.11851851851851852,
            "exact_match_stderr,none": 0.027922050250639045,
            "alias": "  - leaderboard_math_precalculus_hard"
        },
        "leaderboard_mmlu_pro": {
            "acc,none": 0.5403091755319149,
            "acc_stderr,none": 0.004543632795823886,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.455026455026455,
            "acc_norm_stderr,none": 0.017726348477694543,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "acc_norm,none": 0.592,
            "acc_norm_stderr,none": 0.0311452098465485,
            "alias": "  - leaderboard_musr_murder_mysteries"
        },
        "leaderboard_musr_object_placements": {
            "acc_norm,none": 0.33203125,
            "acc_norm_stderr,none": 0.029491540762776366,
            "alias": "  - leaderboard_musr_object_placements"
        },
        "leaderboard_musr_team_allocation": {
            "acc_norm,none": 0.444,
            "acc_norm_stderr,none": 0.03148684942554574,
            "alias": "  - leaderboard_musr_team_allocation"
        }
    },
    "leaderboard": {
        "acc,none": 0.5574068464101787,
        "acc_stderr,none": 0.004296460925614454,
        "exact_match,none": 0.3512084592145015,
        "exact_match_stderr,none": 0.012158465876692968,
        "prompt_level_strict_acc,none": 0.7597042513863216,
        "prompt_level_strict_acc_stderr,none": 0.01838647358148707,
        "inst_level_strict_acc,none": 0.8381294964028777,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.7837338262476895,
        "prompt_level_loose_acc_stderr,none": 0.01771665442891013,
        "inst_level_loose_acc,none": 0.8537170263788969,
        "inst_level_loose_acc_stderr,none": "N/A",
        "acc_norm,none": 0.6372030176781894,
        "acc_norm_stderr,none": 0.00462893094338144,
        "alias": "leaderboard"
    },
    "leaderboard_arc_challenge": {
        "acc,none": 0.7329351535836177,
        "acc_stderr,none": 0.012928933196496377,
        "acc_norm,none": 0.7320819112627986,
        "acc_norm_stderr,none": 0.012942030195136452,
        "alias": " - leaderboard_arc_challenge"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.6965804547821559,
        "acc_norm_stderr,none": 0.005493347237227076,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "acc_norm,none": 0.92,
        "acc_norm_stderr,none": 0.017192507941462973,
        "alias": "  - leaderboard_bbh_boolean_expressions"
    },
    "leaderboard_bbh_causal_judgement": {
        "acc_norm,none": 0.6684491978609626,
        "acc_norm_stderr,none": 0.03451856814801617,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.692,
        "acc_norm_stderr,none": 0.02925692860650186,
        "alias": "  - leaderboard_bbh_date_understanding"
    },
    "leaderboard_bbh_disambiguation_qa": {
        "acc_norm,none": 0.788,
        "acc_norm_stderr,none": 0.025901884690541166,
        "alias": "  - leaderboard_bbh_disambiguation_qa"
    },
    "leaderboard_bbh_formal_fallacies": {
        "acc_norm,none": 0.732,
        "acc_norm_stderr,none": 0.02806876238252669,
        "alias": "  - leaderboard_bbh_formal_fallacies"
    },
    "leaderboard_bbh_geometric_shapes": {
        "acc_norm,none": 0.516,
        "acc_norm_stderr,none": 0.031669985030107414,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.892,
        "acc_norm_stderr,none": 0.01966955938156875,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.652,
        "acc_norm_stderr,none": 0.030186568464511697,
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "acc_norm,none": 0.58,
        "acc_norm_stderr,none": 0.03127799950463661,
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "acc_norm,none": 0.9,
        "acc_norm_stderr,none": 0.01901172751573436,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.812,
        "acc_norm_stderr,none": 0.024760377727750513,
        "alias": "  - leaderboard_bbh_movie_recommendation"
    },
    "leaderboard_bbh_navigate": {
        "acc_norm,none": 0.736,
        "acc_norm_stderr,none": 0.027934518957690908,
        "alias": "  - leaderboard_bbh_navigate"
    },
    "leaderboard_bbh_object_counting": {
        "acc_norm,none": 0.608,
        "acc_norm_stderr,none": 0.0309382076204012,
        "alias": "  - leaderboard_bbh_object_counting"
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "acc_norm,none": 0.6438356164383562,
        "acc_norm_stderr,none": 0.03976754138601308,
        "alias": "  - leaderboard_bbh_penguins_in_a_table"
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "acc_norm,none": 0.844,
        "acc_norm_stderr,none": 0.022995023034068737,
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
    },
    "leaderboard_bbh_ruin_names": {
        "acc_norm,none": 0.884,
        "acc_norm_stderr,none": 0.020293429803083882,
        "alias": "  - leaderboard_bbh_ruin_names"
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "acc_norm,none": 0.584,
        "acc_norm_stderr,none": 0.03123585623701455,
        "alias": "  - leaderboard_bbh_salient_translation_error_detection"
    },
    "leaderboard_bbh_snarks": {
        "acc_norm,none": 0.8932584269662921,
        "acc_norm_stderr,none": 0.02320965725605378,
        "alias": "  - leaderboard_bbh_snarks"
    },
    "leaderboard_bbh_sports_understanding": {
        "acc_norm,none": 0.896,
        "acc_norm_stderr,none": 0.019345100974843887,
        "alias": "  - leaderboard_bbh_sports_understanding"
    },
    "leaderboard_bbh_temporal_sequences": {
        "acc_norm,none": 0.952,
        "acc_norm_stderr,none": 0.013546884228085709,
        "alias": "  - leaderboard_bbh_temporal_sequences"
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "acc_norm,none": 0.276,
        "acc_norm_stderr,none": 0.02832853727421135,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "acc_norm,none": 0.272,
        "acc_norm_stderr,none": 0.028200088296310013,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "acc_norm,none": 0.372,
        "acc_norm_stderr,none": 0.030630325944558317,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
    },
    "leaderboard_bbh_web_of_lies": {
        "acc_norm,none": 0.632,
        "acc_norm_stderr,none": 0.030562070620993163,
        "alias": "  - leaderboard_bbh_web_of_lies"
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.3724832214765101,
        "acc_norm_stderr,none": 0.014009584803735594,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "acc_norm,none": 0.3838383838383838,
        "acc_norm_stderr,none": 0.034648816750163396,
        "alias": "  - leaderboard_gpqa_diamond"
    },
    "leaderboard_gpqa_extended": {
        "acc_norm,none": 0.3516483516483517,
        "acc_norm_stderr,none": 0.02045320407062826,
        "alias": "  - leaderboard_gpqa_extended"
    },
    "leaderboard_gpqa_main": {
        "acc_norm,none": 0.39285714285714285,
        "acc_norm_stderr,none": 0.023099842051972876,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.7597042513863216,
        "prompt_level_strict_acc_stderr,none": 0.01838647358148707,
        "inst_level_strict_acc,none": 0.8381294964028777,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.7837338262476895,
        "prompt_level_loose_acc_stderr,none": 0.01771665442891013,
        "inst_level_loose_acc,none": 0.8537170263788969,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": " - leaderboard_ifeval"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.3512084592145015,
        "exact_match_stderr,none": 0.012158465876692968,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "exact_match,none": 0.5602605863192183,
        "exact_match_stderr,none": 0.028374748378514246,
        "alias": "  - leaderboard_math_algebra_hard"
    },
    "leaderboard_math_counting_and_prob_hard": {
        "exact_match,none": 0.36585365853658536,
        "exact_match_stderr,none": 0.04360823721556535,
        "alias": "  - leaderboard_math_counting_and_prob_hard"
    },
    "leaderboard_math_geometry_hard": {
        "exact_match,none": 0.16666666666666666,
        "exact_match_stderr,none": 0.03256102771519019,
        "alias": "  - leaderboard_math_geometry_hard"
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "exact_match,none": 0.15714285714285714,
        "exact_match_stderr,none": 0.021788242825404012,
        "alias": "  - leaderboard_math_intermediate_algebra_hard"
    },
    "leaderboard_math_num_theory_hard": {
        "exact_match,none": 0.38311688311688313,
        "exact_match_stderr,none": 0.03930260822122907,
        "alias": "  - leaderboard_math_num_theory_hard"
    },
    "leaderboard_math_prealgebra_hard": {
        "exact_match,none": 0.5544041450777202,
        "exact_match_stderr,none": 0.0358701498607566,
        "alias": "  - leaderboard_math_prealgebra_hard"
    },
    "leaderboard_math_precalculus_hard": {
        "exact_match,none": 0.11851851851851852,
        "exact_match_stderr,none": 0.027922050250639045,
        "alias": "  - leaderboard_math_precalculus_hard"
    },
    "leaderboard_mmlu_pro": {
        "acc,none": 0.5403091755319149,
        "acc_stderr,none": 0.004543632795823886,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.455026455026455,
        "acc_norm_stderr,none": 0.017726348477694543,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "acc_norm,none": 0.592,
        "acc_norm_stderr,none": 0.0311452098465485,
        "alias": "  - leaderboard_musr_murder_mysteries"
    },
    "leaderboard_musr_object_placements": {
        "acc_norm,none": 0.33203125,
        "acc_norm_stderr,none": 0.029491540762776366,
        "alias": "  - leaderboard_musr_object_placements"
    },
    "leaderboard_musr_team_allocation": {
        "acc_norm,none": 0.444,
        "acc_norm_stderr,none": 0.03148684942554574,
        "alias": "  - leaderboard_musr_team_allocation"
    }
}

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