open-llm-leaderboard/Qwen__Qwen2.5-7B-details

Dataset Card for Evaluation run of Qwen/Qwen2.5-7B

Dataset automatically created during the evaluation run of model Qwen/Qwen2.5-7B 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/Qwen__Qwen2.5-7B-details",
    name="Qwen__Qwen2.5-7B__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-09-19T20-06-18.725496 (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": {
            "exact_match,none": 0.1714501510574018,
            "exact_match_stderr,none": 0.009946941906545693,
            "inst_level_loose_acc,none": 0.42565947242206237,
            "inst_level_loose_acc_stderr,none": "N/A",
            "prompt_level_strict_acc,none": 0.2828096118299446,
            "prompt_level_strict_acc_stderr,none": 0.019380609595892707,
            "inst_level_strict_acc,none": 0.3920863309352518,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.3179297597042514,
            "prompt_level_loose_acc_stderr,none": 0.02003933297102034,
            "acc_norm,none": 0.49526527435465045,
            "acc_norm_stderr,none": 0.005312171938520607,
            "acc,none": 0.4365026595744681,
            "acc_stderr,none": 0.0045215622988133254,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.5375802812011804,
            "acc_norm_stderr,none": 0.006093859176594484,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "acc_norm,none": 0.868,
            "acc_norm_stderr,none": 0.021450980824038166,
            "alias": "  - leaderboard_bbh_boolean_expressions"
        },
        "leaderboard_bbh_causal_judgement": {
            "acc_norm,none": 0.5828877005347594,
            "acc_norm_stderr,none": 0.0361545093114083,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.572,
            "acc_norm_stderr,none": 0.031355968923772626,
            "alias": "  - leaderboard_bbh_date_understanding"
        },
        "leaderboard_bbh_disambiguation_qa": {
            "acc_norm,none": 0.648,
            "acc_norm_stderr,none": 0.030266288057359866,
            "alias": "  - leaderboard_bbh_disambiguation_qa"
        },
        "leaderboard_bbh_formal_fallacies": {
            "acc_norm,none": 0.592,
            "acc_norm_stderr,none": 0.03114520984654851,
            "alias": "  - leaderboard_bbh_formal_fallacies"
        },
        "leaderboard_bbh_geometric_shapes": {
            "acc_norm,none": 0.532,
            "acc_norm_stderr,none": 0.031621252575725574,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.672,
            "acc_norm_stderr,none": 0.029752391824475363,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.492,
            "acc_norm_stderr,none": 0.03168215643141386,
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "acc_norm,none": 0.516,
            "acc_norm_stderr,none": 0.03166998503010743,
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "acc_norm,none": 0.76,
            "acc_norm_stderr,none": 0.027065293652238982,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.724,
            "acc_norm_stderr,none": 0.02832853727421142,
            "alias": "  - leaderboard_bbh_movie_recommendation"
        },
        "leaderboard_bbh_navigate": {
            "acc_norm,none": 0.656,
            "acc_norm_stderr,none": 0.03010450339231644,
            "alias": "  - leaderboard_bbh_navigate"
        },
        "leaderboard_bbh_object_counting": {
            "acc_norm,none": 0.412,
            "acc_norm_stderr,none": 0.03119159602602282,
            "alias": "  - leaderboard_bbh_object_counting"
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "acc_norm,none": 0.5753424657534246,
            "acc_norm_stderr,none": 0.04104862657656195,
            "alias": "  - leaderboard_bbh_penguins_in_a_table"
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "acc_norm,none": 0.556,
            "acc_norm_stderr,none": 0.03148684942554571,
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
        },
        "leaderboard_bbh_ruin_names": {
            "acc_norm,none": 0.548,
            "acc_norm_stderr,none": 0.03153986449255664,
            "alias": "  - leaderboard_bbh_ruin_names"
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "acc_norm,none": 0.468,
            "acc_norm_stderr,none": 0.03162125257572558,
            "alias": "  - leaderboard_bbh_salient_translation_error_detection"
        },
        "leaderboard_bbh_snarks": {
            "acc_norm,none": 0.7808988764044944,
            "acc_norm_stderr,none": 0.031090883837921395,
            "alias": "  - leaderboard_bbh_snarks"
        },
        "leaderboard_bbh_sports_understanding": {
            "acc_norm,none": 0.736,
            "acc_norm_stderr,none": 0.027934518957690866,
            "alias": "  - leaderboard_bbh_sports_understanding"
        },
        "leaderboard_bbh_temporal_sequences": {
            "acc_norm,none": 0.2,
            "acc_norm_stderr,none": 0.02534897002097912,
            "alias": "  - leaderboard_bbh_temporal_sequences"
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "acc_norm,none": 0.164,
            "acc_norm_stderr,none": 0.02346526100207671,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "acc_norm,none": 0.168,
            "acc_norm_stderr,none": 0.023692813205492536,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "acc_norm,none": 0.256,
            "acc_norm_stderr,none": 0.027657108718204846,
            "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": 0.32466442953020136,
            "acc_norm_stderr,none": 0.013578410473787633,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "acc_norm,none": 0.3383838383838384,
            "acc_norm_stderr,none": 0.033711241426263,
            "alias": "  - leaderboard_gpqa_diamond"
        },
        "leaderboard_gpqa_extended": {
            "acc_norm,none": 0.32234432234432236,
            "acc_norm_stderr,none": 0.020020102750045735,
            "alias": "  - leaderboard_gpqa_extended"
        },
        "leaderboard_gpqa_main": {
            "acc_norm,none": 0.32142857142857145,
            "acc_norm_stderr,none": 0.022089519157170147,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.2828096118299446,
            "prompt_level_strict_acc_stderr,none": 0.019380609595892707,
            "inst_level_strict_acc,none": 0.3920863309352518,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.3179297597042514,
            "prompt_level_loose_acc_stderr,none": 0.02003933297102034,
            "inst_level_loose_acc,none": 0.42565947242206237,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": " - leaderboard_ifeval"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.1714501510574018,
            "exact_match_stderr,none": 0.009946941906545693,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "exact_match,none": 0.28013029315960913,
            "exact_match_stderr,none": 0.025671206118429726,
            "alias": "  - leaderboard_math_algebra_hard"
        },
        "leaderboard_math_counting_and_prob_hard": {
            "exact_match,none": 0.1951219512195122,
            "exact_match_stderr,none": 0.035878823309355545,
            "alias": "  - leaderboard_math_counting_and_prob_hard"
        },
        "leaderboard_math_geometry_hard": {
            "exact_match,none": 0.06818181818181818,
            "exact_match_stderr,none": 0.022022378945902827,
            "alias": "  - leaderboard_math_geometry_hard"
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "exact_match,none": 0.075,
            "exact_match_stderr,none": 0.015768827286088673,
            "alias": "  - leaderboard_math_intermediate_algebra_hard"
        },
        "leaderboard_math_num_theory_hard": {
            "exact_match,none": 0.11688311688311688,
            "exact_match_stderr,none": 0.025974025974025972,
            "alias": "  - leaderboard_math_num_theory_hard"
        },
        "leaderboard_math_prealgebra_hard": {
            "exact_match,none": 0.3316062176165803,
            "exact_match_stderr,none": 0.0339763654108912,
            "alias": "  - leaderboard_math_prealgebra_hard"
        },
        "leaderboard_math_precalculus_hard": {
            "exact_match,none": 0.037037037037037035,
            "exact_match_stderr,none": 0.016314377626726044,
            "alias": "  - leaderboard_math_precalculus_hard"
        },
        "leaderboard_mmlu_pro": {
            "acc,none": 0.4365026595744681,
            "acc_stderr,none": 0.0045215622988133254,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.4417989417989418,
            "acc_norm_stderr,none": 0.017874254231622,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "acc_norm,none": 0.548,
            "acc_norm_stderr,none": 0.03153986449255664,
            "alias": "  - leaderboard_musr_murder_mysteries"
        },
        "leaderboard_musr_object_placements": {
            "acc_norm,none": 0.36328125,
            "acc_norm_stderr,none": 0.030117937030518287,
            "alias": "  - leaderboard_musr_object_placements"
        },
        "leaderboard_musr_team_allocation": {
            "acc_norm,none": 0.416,
            "acc_norm_stderr,none": 0.031235856237014505,
            "alias": "  - leaderboard_musr_team_allocation"
        }
    },
    "leaderboard": {
        "exact_match,none": 0.1714501510574018,
        "exact_match_stderr,none": 0.009946941906545693,
        "inst_level_loose_acc,none": 0.42565947242206237,
        "inst_level_loose_acc_stderr,none": "N/A",
        "prompt_level_strict_acc,none": 0.2828096118299446,
        "prompt_level_strict_acc_stderr,none": 0.019380609595892707,
        "inst_level_strict_acc,none": 0.3920863309352518,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.3179297597042514,
        "prompt_level_loose_acc_stderr,none": 0.02003933297102034,
        "acc_norm,none": 0.49526527435465045,
        "acc_norm_stderr,none": 0.005312171938520607,
        "acc,none": 0.4365026595744681,
        "acc_stderr,none": 0.0045215622988133254,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.5375802812011804,
        "acc_norm_stderr,none": 0.006093859176594484,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "acc_norm,none": 0.868,
        "acc_norm_stderr,none": 0.021450980824038166,
        "alias": "  - leaderboard_bbh_boolean_expressions"
    },
    "leaderboard_bbh_causal_judgement": {
        "acc_norm,none": 0.5828877005347594,
        "acc_norm_stderr,none": 0.0361545093114083,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.572,
        "acc_norm_stderr,none": 0.031355968923772626,
        "alias": "  - leaderboard_bbh_date_understanding"
    },
    "leaderboard_bbh_disambiguation_qa": {
        "acc_norm,none": 0.648,
        "acc_norm_stderr,none": 0.030266288057359866,
        "alias": "  - leaderboard_bbh_disambiguation_qa"
    },
    "leaderboard_bbh_formal_fallacies": {
        "acc_norm,none": 0.592,
        "acc_norm_stderr,none": 0.03114520984654851,
        "alias": "  - leaderboard_bbh_formal_fallacies"
    },
    "leaderboard_bbh_geometric_shapes": {
        "acc_norm,none": 0.532,
        "acc_norm_stderr,none": 0.031621252575725574,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.672,
        "acc_norm_stderr,none": 0.029752391824475363,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.492,
        "acc_norm_stderr,none": 0.03168215643141386,
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "acc_norm,none": 0.516,
        "acc_norm_stderr,none": 0.03166998503010743,
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "acc_norm,none": 0.76,
        "acc_norm_stderr,none": 0.027065293652238982,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.724,
        "acc_norm_stderr,none": 0.02832853727421142,
        "alias": "  - leaderboard_bbh_movie_recommendation"
    },
    "leaderboard_bbh_navigate": {
        "acc_norm,none": 0.656,
        "acc_norm_stderr,none": 0.03010450339231644,
        "alias": "  - leaderboard_bbh_navigate"
    },
    "leaderboard_bbh_object_counting": {
        "acc_norm,none": 0.412,
        "acc_norm_stderr,none": 0.03119159602602282,
        "alias": "  - leaderboard_bbh_object_counting"
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "acc_norm,none": 0.5753424657534246,
        "acc_norm_stderr,none": 0.04104862657656195,
        "alias": "  - leaderboard_bbh_penguins_in_a_table"
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "acc_norm,none": 0.556,
        "acc_norm_stderr,none": 0.03148684942554571,
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
    },
    "leaderboard_bbh_ruin_names": {
        "acc_norm,none": 0.548,
        "acc_norm_stderr,none": 0.03153986449255664,
        "alias": "  - leaderboard_bbh_ruin_names"
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "acc_norm,none": 0.468,
        "acc_norm_stderr,none": 0.03162125257572558,
        "alias": "  - leaderboard_bbh_salient_translation_error_detection"
    },
    "leaderboard_bbh_snarks": {
        "acc_norm,none": 0.7808988764044944,
        "acc_norm_stderr,none": 0.031090883837921395,
        "alias": "  - leaderboard_bbh_snarks"
    },
    "leaderboard_bbh_sports_understanding": {
        "acc_norm,none": 0.736,
        "acc_norm_stderr,none": 0.027934518957690866,
        "alias": "  - leaderboard_bbh_sports_understanding"
    },
    "leaderboard_bbh_temporal_sequences": {
        "acc_norm,none": 0.2,
        "acc_norm_stderr,none": 0.02534897002097912,
        "alias": "  - leaderboard_bbh_temporal_sequences"
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "acc_norm,none": 0.164,
        "acc_norm_stderr,none": 0.02346526100207671,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "acc_norm,none": 0.168,
        "acc_norm_stderr,none": 0.023692813205492536,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "acc_norm,none": 0.256,
        "acc_norm_stderr,none": 0.027657108718204846,
        "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": 0.32466442953020136,
        "acc_norm_stderr,none": 0.013578410473787633,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "acc_norm,none": 0.3383838383838384,
        "acc_norm_stderr,none": 0.033711241426263,
        "alias": "  - leaderboard_gpqa_diamond"
    },
    "leaderboard_gpqa_extended": {
        "acc_norm,none": 0.32234432234432236,
        "acc_norm_stderr,none": 0.020020102750045735,
        "alias": "  - leaderboard_gpqa_extended"
    },
    "leaderboard_gpqa_main": {
        "acc_norm,none": 0.32142857142857145,
        "acc_norm_stderr,none": 0.022089519157170147,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.2828096118299446,
        "prompt_level_strict_acc_stderr,none": 0.019380609595892707,
        "inst_level_strict_acc,none": 0.3920863309352518,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.3179297597042514,
        "prompt_level_loose_acc_stderr,none": 0.02003933297102034,
        "inst_level_loose_acc,none": 0.42565947242206237,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": " - leaderboard_ifeval"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.1714501510574018,
        "exact_match_stderr,none": 0.009946941906545693,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "exact_match,none": 0.28013029315960913,
        "exact_match_stderr,none": 0.025671206118429726,
        "alias": "  - leaderboard_math_algebra_hard"
    },
    "leaderboard_math_counting_and_prob_hard": {
        "exact_match,none": 0.1951219512195122,
        "exact_match_stderr,none": 0.035878823309355545,
        "alias": "  - leaderboard_math_counting_and_prob_hard"
    },
    "leaderboard_math_geometry_hard": {
        "exact_match,none": 0.06818181818181818,
        "exact_match_stderr,none": 0.022022378945902827,
        "alias": "  - leaderboard_math_geometry_hard"
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "exact_match,none": 0.075,
        "exact_match_stderr,none": 0.015768827286088673,
        "alias": "  - leaderboard_math_intermediate_algebra_hard"
    },
    "leaderboard_math_num_theory_hard": {
        "exact_match,none": 0.11688311688311688,
        "exact_match_stderr,none": 0.025974025974025972,
        "alias": "  - leaderboard_math_num_theory_hard"
    },
    "leaderboard_math_prealgebra_hard": {
        "exact_match,none": 0.3316062176165803,
        "exact_match_stderr,none": 0.0339763654108912,
        "alias": "  - leaderboard_math_prealgebra_hard"
    },
    "leaderboard_math_precalculus_hard": {
        "exact_match,none": 0.037037037037037035,
        "exact_match_stderr,none": 0.016314377626726044,
        "alias": "  - leaderboard_math_precalculus_hard"
    },
    "leaderboard_mmlu_pro": {
        "acc,none": 0.4365026595744681,
        "acc_stderr,none": 0.0045215622988133254,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.4417989417989418,
        "acc_norm_stderr,none": 0.017874254231622,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "acc_norm,none": 0.548,
        "acc_norm_stderr,none": 0.03153986449255664,
        "alias": "  - leaderboard_musr_murder_mysteries"
    },
    "leaderboard_musr_object_placements": {
        "acc_norm,none": 0.36328125,
        "acc_norm_stderr,none": 0.030117937030518287,
        "alias": "  - leaderboard_musr_object_placements"
    },
    "leaderboard_musr_team_allocation": {
        "acc_norm,none": 0.416,
        "acc_norm_stderr,none": 0.031235856237014505,
        "alias": "  - leaderboard_musr_team_allocation"
    }
}

Dataset Details

Dataset Description

• Curated by: [More Information Needed]
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