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

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

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

Latest results

These are the latest results from run 2024-09-21T18-32-21.222955 (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": 0.5545286506469501,
            "prompt_level_loose_acc_stderr,none": 0.021388237779063183,
            "inst_level_loose_acc,none": 0.6522781774580336,
            "inst_level_loose_acc_stderr,none": "N/A",
            "prompt_level_strict_acc,none": 0.5212569316081331,
            "prompt_level_strict_acc_stderr,none": 0.021497120515987737,
            "acc_norm,none": 0.5734855363860423,
            "acc_norm_stderr,none": 0.005193090940906672,
            "exact_match,none": 0.3595166163141994,
            "exact_match_stderr,none": 0.011931293265804563,
            "acc,none": 0.42727726063829785,
            "acc_stderr,none": 0.004509996867659501,
            "inst_level_strict_acc,none": 0.617505995203837,
            "inst_level_strict_acc_stderr,none": "N/A",
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.6320083318868253,
            "acc_norm_stderr,none": 0.00586597438318729,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "acc_norm,none": 0.904,
            "acc_norm_stderr,none": 0.018668961419477176,
            "alias": "  - leaderboard_bbh_boolean_expressions"
        },
        "leaderboard_bbh_causal_judgement": {
            "acc_norm,none": 0.6042780748663101,
            "acc_norm_stderr,none": 0.035855600715925445,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.66,
            "acc_norm_stderr,none": 0.03002007360545791,
            "alias": "  - leaderboard_bbh_date_understanding"
        },
        "leaderboard_bbh_disambiguation_qa": {
            "acc_norm,none": 0.732,
            "acc_norm_stderr,none": 0.02806876238252669,
            "alias": "  - leaderboard_bbh_disambiguation_qa"
        },
        "leaderboard_bbh_formal_fallacies": {
            "acc_norm,none": 0.68,
            "acc_norm_stderr,none": 0.029561724955241037,
            "alias": "  - leaderboard_bbh_formal_fallacies"
        },
        "leaderboard_bbh_geometric_shapes": {
            "acc_norm,none": 0.456,
            "acc_norm_stderr,none": 0.03156328506121339,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.8,
            "acc_norm_stderr,none": 0.025348970020979075,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.632,
            "acc_norm_stderr,none": 0.030562070620993163,
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "acc_norm,none": 0.608,
            "acc_norm_stderr,none": 0.030938207620401195,
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "acc_norm,none": 0.884,
            "acc_norm_stderr,none": 0.02029342980308387,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.82,
            "acc_norm_stderr,none": 0.024346890650293506,
            "alias": "  - leaderboard_bbh_movie_recommendation"
        },
        "leaderboard_bbh_navigate": {
            "acc_norm,none": 0.772,
            "acc_norm_stderr,none": 0.02658743248726848,
            "alias": "  - leaderboard_bbh_navigate"
        },
        "leaderboard_bbh_object_counting": {
            "acc_norm,none": 0.444,
            "acc_norm_stderr,none": 0.03148684942554574,
            "alias": "  - leaderboard_bbh_object_counting"
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "acc_norm,none": 0.6917808219178082,
            "acc_norm_stderr,none": 0.03834688463221963,
            "alias": "  - leaderboard_bbh_penguins_in_a_table"
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "acc_norm,none": 0.792,
            "acc_norm_stderr,none": 0.025721398901416392,
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
        },
        "leaderboard_bbh_ruin_names": {
            "acc_norm,none": 0.8,
            "acc_norm_stderr,none": 0.025348970020979078,
            "alias": "  - leaderboard_bbh_ruin_names"
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "acc_norm,none": 0.588,
            "acc_norm_stderr,none": 0.0311915960260229,
            "alias": "  - leaderboard_bbh_salient_translation_error_detection"
        },
        "leaderboard_bbh_snarks": {
            "acc_norm,none": 0.7640449438202247,
            "acc_norm_stderr,none": 0.03191445731253358,
            "alias": "  - leaderboard_bbh_snarks"
        },
        "leaderboard_bbh_sports_understanding": {
            "acc_norm,none": 0.696,
            "acc_norm_stderr,none": 0.02915021337415967,
            "alias": "  - leaderboard_bbh_sports_understanding"
        },
        "leaderboard_bbh_temporal_sequences": {
            "acc_norm,none": 0.544,
            "acc_norm_stderr,none": 0.03156328506121339,
            "alias": "  - leaderboard_bbh_temporal_sequences"
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "acc_norm,none": 0.26,
            "acc_norm_stderr,none": 0.0277973157526443,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "acc_norm,none": 0.216,
            "acc_norm_stderr,none": 0.02607865766373272,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "acc_norm,none": 0.296,
            "acc_norm_stderr,none": 0.02892893938837962,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
        },
        "leaderboard_bbh_web_of_lies": {
            "acc_norm,none": 0.58,
            "acc_norm_stderr,none": 0.03127799950463661,
            "alias": "  - leaderboard_bbh_web_of_lies"
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.36828859060402686,
            "acc_norm_stderr,none": 0.013984166514719698,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "acc_norm,none": 0.3888888888888889,
            "acc_norm_stderr,none": 0.0347327959083696,
            "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": 0.37276785714285715,
            "acc_norm_stderr,none": 0.02287070857162462,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.5212569316081331,
            "prompt_level_strict_acc_stderr,none": 0.021497120515987737,
            "inst_level_strict_acc,none": 0.617505995203837,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.5545286506469501,
            "prompt_level_loose_acc_stderr,none": 0.021388237779063183,
            "inst_level_loose_acc,none": 0.6522781774580336,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": " - leaderboard_ifeval"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.3595166163141994,
            "exact_match_stderr,none": 0.011931293265804563,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "exact_match,none": 0.5765472312703583,
            "exact_match_stderr,none": 0.028246147367861234,
            "alias": "  - leaderboard_math_algebra_hard"
        },
        "leaderboard_math_counting_and_prob_hard": {
            "exact_match,none": 0.35772357723577236,
            "exact_match_stderr,none": 0.04339651526440302,
            "alias": "  - leaderboard_math_counting_and_prob_hard"
        },
        "leaderboard_math_geometry_hard": {
            "exact_match,none": 0.21212121212121213,
            "exact_match_stderr,none": 0.03571791556468272,
            "alias": "  - leaderboard_math_geometry_hard"
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "exact_match,none": 0.125,
            "exact_match_stderr,none": 0.019799623471312144,
            "alias": "  - leaderboard_math_intermediate_algebra_hard"
        },
        "leaderboard_math_num_theory_hard": {
            "exact_match,none": 0.3961038961038961,
            "exact_match_stderr,none": 0.03954029958753427,
            "alias": "  - leaderboard_math_num_theory_hard"
        },
        "leaderboard_math_prealgebra_hard": {
            "exact_match,none": 0.6217616580310881,
            "exact_match_stderr,none": 0.03499807276193339,
            "alias": "  - leaderboard_math_prealgebra_hard"
        },
        "leaderboard_math_precalculus_hard": {
            "exact_match,none": 0.08148148148148149,
            "exact_match_stderr,none": 0.02363311767778691,
            "alias": "  - leaderboard_math_precalculus_hard"
        },
        "leaderboard_mmlu_pro": {
            "acc,none": 0.42727726063829785,
            "acc_stderr,none": 0.004509996867659501,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.45105820105820105,
            "acc_norm_stderr,none": 0.01788639969466338,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "acc_norm,none": 0.564,
            "acc_norm_stderr,none": 0.03142556706028128,
            "alias": "  - leaderboard_musr_murder_mysteries"
        },
        "leaderboard_musr_object_placements": {
            "acc_norm,none": 0.37109375,
            "acc_norm_stderr,none": 0.03025273792250212,
            "alias": "  - leaderboard_musr_object_placements"
        },
        "leaderboard_musr_team_allocation": {
            "acc_norm,none": 0.42,
            "acc_norm_stderr,none": 0.031277999504636604,
            "alias": "  - leaderboard_musr_team_allocation"
        }
    },
    "leaderboard": {
        "prompt_level_loose_acc,none": 0.5545286506469501,
        "prompt_level_loose_acc_stderr,none": 0.021388237779063183,
        "inst_level_loose_acc,none": 0.6522781774580336,
        "inst_level_loose_acc_stderr,none": "N/A",
        "prompt_level_strict_acc,none": 0.5212569316081331,
        "prompt_level_strict_acc_stderr,none": 0.021497120515987737,
        "acc_norm,none": 0.5734855363860423,
        "acc_norm_stderr,none": 0.005193090940906672,
        "exact_match,none": 0.3595166163141994,
        "exact_match_stderr,none": 0.011931293265804563,
        "acc,none": 0.42727726063829785,
        "acc_stderr,none": 0.004509996867659501,
        "inst_level_strict_acc,none": 0.617505995203837,
        "inst_level_strict_acc_stderr,none": "N/A",
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.6320083318868253,
        "acc_norm_stderr,none": 0.00586597438318729,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "acc_norm,none": 0.904,
        "acc_norm_stderr,none": 0.018668961419477176,
        "alias": "  - leaderboard_bbh_boolean_expressions"
    },
    "leaderboard_bbh_causal_judgement": {
        "acc_norm,none": 0.6042780748663101,
        "acc_norm_stderr,none": 0.035855600715925445,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.66,
        "acc_norm_stderr,none": 0.03002007360545791,
        "alias": "  - leaderboard_bbh_date_understanding"
    },
    "leaderboard_bbh_disambiguation_qa": {
        "acc_norm,none": 0.732,
        "acc_norm_stderr,none": 0.02806876238252669,
        "alias": "  - leaderboard_bbh_disambiguation_qa"
    },
    "leaderboard_bbh_formal_fallacies": {
        "acc_norm,none": 0.68,
        "acc_norm_stderr,none": 0.029561724955241037,
        "alias": "  - leaderboard_bbh_formal_fallacies"
    },
    "leaderboard_bbh_geometric_shapes": {
        "acc_norm,none": 0.456,
        "acc_norm_stderr,none": 0.03156328506121339,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.8,
        "acc_norm_stderr,none": 0.025348970020979075,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.632,
        "acc_norm_stderr,none": 0.030562070620993163,
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "acc_norm,none": 0.608,
        "acc_norm_stderr,none": 0.030938207620401195,
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "acc_norm,none": 0.884,
        "acc_norm_stderr,none": 0.02029342980308387,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.82,
        "acc_norm_stderr,none": 0.024346890650293506,
        "alias": "  - leaderboard_bbh_movie_recommendation"
    },
    "leaderboard_bbh_navigate": {
        "acc_norm,none": 0.772,
        "acc_norm_stderr,none": 0.02658743248726848,
        "alias": "  - leaderboard_bbh_navigate"
    },
    "leaderboard_bbh_object_counting": {
        "acc_norm,none": 0.444,
        "acc_norm_stderr,none": 0.03148684942554574,
        "alias": "  - leaderboard_bbh_object_counting"
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "acc_norm,none": 0.6917808219178082,
        "acc_norm_stderr,none": 0.03834688463221963,
        "alias": "  - leaderboard_bbh_penguins_in_a_table"
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "acc_norm,none": 0.792,
        "acc_norm_stderr,none": 0.025721398901416392,
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
    },
    "leaderboard_bbh_ruin_names": {
        "acc_norm,none": 0.8,
        "acc_norm_stderr,none": 0.025348970020979078,
        "alias": "  - leaderboard_bbh_ruin_names"
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "acc_norm,none": 0.588,
        "acc_norm_stderr,none": 0.0311915960260229,
        "alias": "  - leaderboard_bbh_salient_translation_error_detection"
    },
    "leaderboard_bbh_snarks": {
        "acc_norm,none": 0.7640449438202247,
        "acc_norm_stderr,none": 0.03191445731253358,
        "alias": "  - leaderboard_bbh_snarks"
    },
    "leaderboard_bbh_sports_understanding": {
        "acc_norm,none": 0.696,
        "acc_norm_stderr,none": 0.02915021337415967,
        "alias": "  - leaderboard_bbh_sports_understanding"
    },
    "leaderboard_bbh_temporal_sequences": {
        "acc_norm,none": 0.544,
        "acc_norm_stderr,none": 0.03156328506121339,
        "alias": "  - leaderboard_bbh_temporal_sequences"
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "acc_norm,none": 0.26,
        "acc_norm_stderr,none": 0.0277973157526443,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "acc_norm,none": 0.216,
        "acc_norm_stderr,none": 0.02607865766373272,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "acc_norm,none": 0.296,
        "acc_norm_stderr,none": 0.02892893938837962,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
    },
    "leaderboard_bbh_web_of_lies": {
        "acc_norm,none": 0.58,
        "acc_norm_stderr,none": 0.03127799950463661,
        "alias": "  - leaderboard_bbh_web_of_lies"
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.36828859060402686,
        "acc_norm_stderr,none": 0.013984166514719698,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "acc_norm,none": 0.3888888888888889,
        "acc_norm_stderr,none": 0.0347327959083696,
        "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": 0.37276785714285715,
        "acc_norm_stderr,none": 0.02287070857162462,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.5212569316081331,
        "prompt_level_strict_acc_stderr,none": 0.021497120515987737,
        "inst_level_strict_acc,none": 0.617505995203837,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.5545286506469501,
        "prompt_level_loose_acc_stderr,none": 0.021388237779063183,
        "inst_level_loose_acc,none": 0.6522781774580336,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": " - leaderboard_ifeval"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.3595166163141994,
        "exact_match_stderr,none": 0.011931293265804563,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "exact_match,none": 0.5765472312703583,
        "exact_match_stderr,none": 0.028246147367861234,
        "alias": "  - leaderboard_math_algebra_hard"
    },
    "leaderboard_math_counting_and_prob_hard": {
        "exact_match,none": 0.35772357723577236,
        "exact_match_stderr,none": 0.04339651526440302,
        "alias": "  - leaderboard_math_counting_and_prob_hard"
    },
    "leaderboard_math_geometry_hard": {
        "exact_match,none": 0.21212121212121213,
        "exact_match_stderr,none": 0.03571791556468272,
        "alias": "  - leaderboard_math_geometry_hard"
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "exact_match,none": 0.125,
        "exact_match_stderr,none": 0.019799623471312144,
        "alias": "  - leaderboard_math_intermediate_algebra_hard"
    },
    "leaderboard_math_num_theory_hard": {
        "exact_match,none": 0.3961038961038961,
        "exact_match_stderr,none": 0.03954029958753427,
        "alias": "  - leaderboard_math_num_theory_hard"
    },
    "leaderboard_math_prealgebra_hard": {
        "exact_match,none": 0.6217616580310881,
        "exact_match_stderr,none": 0.03499807276193339,
        "alias": "  - leaderboard_math_prealgebra_hard"
    },
    "leaderboard_math_precalculus_hard": {
        "exact_match,none": 0.08148148148148149,
        "exact_match_stderr,none": 0.02363311767778691,
        "alias": "  - leaderboard_math_precalculus_hard"
    },
    "leaderboard_mmlu_pro": {
        "acc,none": 0.42727726063829785,
        "acc_stderr,none": 0.004509996867659501,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.45105820105820105,
        "acc_norm_stderr,none": 0.01788639969466338,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "acc_norm,none": 0.564,
        "acc_norm_stderr,none": 0.03142556706028128,
        "alias": "  - leaderboard_musr_murder_mysteries"
    },
    "leaderboard_musr_object_placements": {
        "acc_norm,none": 0.37109375,
        "acc_norm_stderr,none": 0.03025273792250212,
        "alias": "  - leaderboard_musr_object_placements"
    },
    "leaderboard_musr_team_allocation": {
        "acc_norm,none": 0.42,
        "acc_norm_stderr,none": 0.031277999504636604,
        "alias": "  - leaderboard_musr_team_allocation"
    }
}

Dataset Details

Dataset Description

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