open-llm-leaderboard/Qwen__Qwen2.5-Coder-14B-details

Dataset Card for Evaluation run of Qwen/Qwen2.5-Coder-14B

Dataset automatically created during the evaluation run of model Qwen/Qwen2.5-Coder-14B 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__Qwen2.5-Coder-14B-details",
    name="Qwen__Qwen2.5-Coder-14B__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-11-12T21-11-48.172656 (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": 0.4521276595744681,
            "acc_stderr,none": 0.004537528465661901,
            "prompt_level_strict_acc,none": 0.27726432532347506,
            "prompt_level_strict_acc_stderr,none": 0.019263706963479336,
            "inst_level_strict_acc,none": 0.4172661870503597,
            "inst_level_strict_acc_stderr,none": "N/A",
            "inst_level_loose_acc,none": 0.4448441247002398,
            "inst_level_loose_acc_stderr,none": "N/A",
            "exact_match,none": 0.2212990936555891,
            "exact_match_stderr,none": 0.010630655174284702,
            "acc_norm,none": 0.5192631988584772,
            "acc_norm_stderr,none": 0.005252789089373184,
            "prompt_level_loose_acc,none": 0.3068391866913124,
            "prompt_level_loose_acc_stderr,none": 0.019846116338147143,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.5835792397153272,
            "acc_norm_stderr,none": 0.006068322877417833,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "alias": "  - leaderboard_bbh_boolean_expressions",
            "acc_norm,none": 0.892,
            "acc_norm_stderr,none": 0.019669559381568776
        },
        "leaderboard_bbh_causal_judgement": {
            "alias": "  - leaderboard_bbh_causal_judgement",
            "acc_norm,none": 0.6684491978609626,
            "acc_norm_stderr,none": 0.034518568148016196
        },
        "leaderboard_bbh_date_understanding": {
            "alias": "  - leaderboard_bbh_date_understanding",
            "acc_norm,none": 0.632,
            "acc_norm_stderr,none": 0.03056207062099311
        },
        "leaderboard_bbh_disambiguation_qa": {
            "alias": "  - leaderboard_bbh_disambiguation_qa",
            "acc_norm,none": 0.608,
            "acc_norm_stderr,none": 0.030938207620401222
        },
        "leaderboard_bbh_formal_fallacies": {
            "alias": "  - leaderboard_bbh_formal_fallacies",
            "acc_norm,none": 0.608,
            "acc_norm_stderr,none": 0.030938207620401222
        },
        "leaderboard_bbh_geometric_shapes": {
            "alias": "  - leaderboard_bbh_geometric_shapes",
            "acc_norm,none": 0.42,
            "acc_norm_stderr,none": 0.03127799950463661
        },
        "leaderboard_bbh_hyperbaton": {
            "alias": "  - leaderboard_bbh_hyperbaton",
            "acc_norm,none": 0.676,
            "acc_norm_stderr,none": 0.029658294924545567
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
            "acc_norm,none": 0.592,
            "acc_norm_stderr,none": 0.03114520984654851
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
            "acc_norm,none": 0.5,
            "acc_norm_stderr,none": 0.031686212526223896
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
            "acc_norm,none": 0.804,
            "acc_norm_stderr,none": 0.025156857313255922
        },
        "leaderboard_bbh_movie_recommendation": {
            "alias": "  - leaderboard_bbh_movie_recommendation",
            "acc_norm,none": 0.832,
            "acc_norm_stderr,none": 0.023692813205492536
        },
        "leaderboard_bbh_navigate": {
            "alias": "  - leaderboard_bbh_navigate",
            "acc_norm,none": 0.668,
            "acc_norm_stderr,none": 0.029844039047465857
        },
        "leaderboard_bbh_object_counting": {
            "alias": "  - leaderboard_bbh_object_counting",
            "acc_norm,none": 0.384,
            "acc_norm_stderr,none": 0.030821679117375447
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "alias": "  - leaderboard_bbh_penguins_in_a_table",
            "acc_norm,none": 0.6643835616438356,
            "acc_norm_stderr,none": 0.039214533254314086
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
            "acc_norm,none": 0.664,
            "acc_norm_stderr,none": 0.029933259094191533
        },
        "leaderboard_bbh_ruin_names": {
            "alias": "  - leaderboard_bbh_ruin_names",
            "acc_norm,none": 0.712,
            "acc_norm_stderr,none": 0.028697004587398257
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "alias": "  - leaderboard_bbh_salient_translation_error_detection",
            "acc_norm,none": 0.488,
            "acc_norm_stderr,none": 0.03167708558254714
        },
        "leaderboard_bbh_snarks": {
            "alias": "  - leaderboard_bbh_snarks",
            "acc_norm,none": 0.6348314606741573,
            "acc_norm_stderr,none": 0.03619005678691264
        },
        "leaderboard_bbh_sports_understanding": {
            "alias": "  - leaderboard_bbh_sports_understanding",
            "acc_norm,none": 0.692,
            "acc_norm_stderr,none": 0.02925692860650181
        },
        "leaderboard_bbh_temporal_sequences": {
            "alias": "  - leaderboard_bbh_temporal_sequences",
            "acc_norm,none": 0.708,
            "acc_norm_stderr,none": 0.028814320402205634
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
            "acc_norm,none": 0.228,
            "acc_norm_stderr,none": 0.026587432487268498
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
            "acc_norm,none": 0.18,
            "acc_norm_stderr,none": 0.02434689065029351
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
            "acc_norm,none": 0.328,
            "acc_norm_stderr,none": 0.029752391824475363
        },
        "leaderboard_bbh_web_of_lies": {
            "alias": "  - leaderboard_bbh_web_of_lies",
            "acc_norm,none": 0.492,
            "acc_norm_stderr,none": 0.03168215643141386
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.29278523489932884,
            "acc_norm_stderr,none": 0.013190366449389382,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "alias": "  - leaderboard_gpqa_diamond",
            "acc_norm,none": 0.26262626262626265,
            "acc_norm_stderr,none": 0.031353050095330834
        },
        "leaderboard_gpqa_extended": {
            "alias": "  - leaderboard_gpqa_extended",
            "acc_norm,none": 0.3021978021978022,
            "acc_norm_stderr,none": 0.019670416969439074
        },
        "leaderboard_gpqa_main": {
            "alias": "  - leaderboard_gpqa_main",
            "acc_norm,none": 0.29464285714285715,
            "acc_norm_stderr,none": 0.021562481080109767
        },
        "leaderboard_ifeval": {
            "alias": " - leaderboard_ifeval",
            "prompt_level_strict_acc,none": 0.27726432532347506,
            "prompt_level_strict_acc_stderr,none": 0.019263706963479336,
            "inst_level_strict_acc,none": 0.4172661870503597,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.3068391866913124,
            "prompt_level_loose_acc_stderr,none": 0.019846116338147143,
            "inst_level_loose_acc,none": 0.4448441247002398,
            "inst_level_loose_acc_stderr,none": "N/A"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.2212990936555891,
            "exact_match_stderr,none": 0.010630655174284702,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "alias": "  - leaderboard_math_algebra_hard",
            "exact_match,none": 0.40716612377850164,
            "exact_match_stderr,none": 0.028086111250616354
        },
        "leaderboard_math_counting_and_prob_hard": {
            "alias": "  - leaderboard_math_counting_and_prob_hard",
            "exact_match,none": 0.2032520325203252,
            "exact_match_stderr,none": 0.03643325851749072
        },
        "leaderboard_math_geometry_hard": {
            "alias": "  - leaderboard_math_geometry_hard",
            "exact_match,none": 0.05303030303030303,
            "exact_match_stderr,none": 0.019579177674335185
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "alias": "  - leaderboard_math_intermediate_algebra_hard",
            "exact_match,none": 0.05714285714285714,
            "exact_match_stderr,none": 0.013896384488969144
        },
        "leaderboard_math_num_theory_hard": {
            "alias": "  - leaderboard_math_num_theory_hard",
            "exact_match,none": 0.18181818181818182,
            "exact_match_stderr,none": 0.031181560935001604
        },
        "leaderboard_math_prealgebra_hard": {
            "alias": "  - leaderboard_math_prealgebra_hard",
            "exact_match,none": 0.40932642487046633,
            "exact_match_stderr,none": 0.0354860816886081
        },
        "leaderboard_math_precalculus_hard": {
            "alias": "  - leaderboard_math_precalculus_hard",
            "exact_match,none": 0.0962962962962963,
            "exact_match_stderr,none": 0.02548387251435117
        },
        "leaderboard_mmlu_pro": {
            "alias": " - leaderboard_mmlu_pro",
            "acc,none": 0.4521276595744681,
            "acc_stderr,none": 0.004537528465661901
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.3862433862433862,
            "acc_norm_stderr,none": 0.01726523199037917,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "alias": "  - leaderboard_musr_murder_mysteries",
            "acc_norm,none": 0.52,
            "acc_norm_stderr,none": 0.03166085340849512
        },
        "leaderboard_musr_object_placements": {
            "alias": "  - leaderboard_musr_object_placements",
            "acc_norm,none": 0.24609375,
            "acc_norm_stderr,none": 0.026973597563786113
        },
        "leaderboard_musr_team_allocation": {
            "alias": "  - leaderboard_musr_team_allocation",
            "acc_norm,none": 0.396,
            "acc_norm_stderr,none": 0.030993197854577898
        }
    },
    "leaderboard": {
        "acc,none": 0.4521276595744681,
        "acc_stderr,none": 0.004537528465661901,
        "prompt_level_strict_acc,none": 0.27726432532347506,
        "prompt_level_strict_acc_stderr,none": 0.019263706963479336,
        "inst_level_strict_acc,none": 0.4172661870503597,
        "inst_level_strict_acc_stderr,none": "N/A",
        "inst_level_loose_acc,none": 0.4448441247002398,
        "inst_level_loose_acc_stderr,none": "N/A",
        "exact_match,none": 0.2212990936555891,
        "exact_match_stderr,none": 0.010630655174284702,
        "acc_norm,none": 0.5192631988584772,
        "acc_norm_stderr,none": 0.005252789089373184,
        "prompt_level_loose_acc,none": 0.3068391866913124,
        "prompt_level_loose_acc_stderr,none": 0.019846116338147143,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.5835792397153272,
        "acc_norm_stderr,none": 0.006068322877417833,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "alias": "  - leaderboard_bbh_boolean_expressions",
        "acc_norm,none": 0.892,
        "acc_norm_stderr,none": 0.019669559381568776
    },
    "leaderboard_bbh_causal_judgement": {
        "alias": "  - leaderboard_bbh_causal_judgement",
        "acc_norm,none": 0.6684491978609626,
        "acc_norm_stderr,none": 0.034518568148016196
    },
    "leaderboard_bbh_date_understanding": {
        "alias": "  - leaderboard_bbh_date_understanding",
        "acc_norm,none": 0.632,
        "acc_norm_stderr,none": 0.03056207062099311
    },
    "leaderboard_bbh_disambiguation_qa": {
        "alias": "  - leaderboard_bbh_disambiguation_qa",
        "acc_norm,none": 0.608,
        "acc_norm_stderr,none": 0.030938207620401222
    },
    "leaderboard_bbh_formal_fallacies": {
        "alias": "  - leaderboard_bbh_formal_fallacies",
        "acc_norm,none": 0.608,
        "acc_norm_stderr,none": 0.030938207620401222
    },
    "leaderboard_bbh_geometric_shapes": {
        "alias": "  - leaderboard_bbh_geometric_shapes",
        "acc_norm,none": 0.42,
        "acc_norm_stderr,none": 0.03127799950463661
    },
    "leaderboard_bbh_hyperbaton": {
        "alias": "  - leaderboard_bbh_hyperbaton",
        "acc_norm,none": 0.676,
        "acc_norm_stderr,none": 0.029658294924545567
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
        "acc_norm,none": 0.592,
        "acc_norm_stderr,none": 0.03114520984654851
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
        "acc_norm,none": 0.5,
        "acc_norm_stderr,none": 0.031686212526223896
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
        "acc_norm,none": 0.804,
        "acc_norm_stderr,none": 0.025156857313255922
    },
    "leaderboard_bbh_movie_recommendation": {
        "alias": "  - leaderboard_bbh_movie_recommendation",
        "acc_norm,none": 0.832,
        "acc_norm_stderr,none": 0.023692813205492536
    },
    "leaderboard_bbh_navigate": {
        "alias": "  - leaderboard_bbh_navigate",
        "acc_norm,none": 0.668,
        "acc_norm_stderr,none": 0.029844039047465857
    },
    "leaderboard_bbh_object_counting": {
        "alias": "  - leaderboard_bbh_object_counting",
        "acc_norm,none": 0.384,
        "acc_norm_stderr,none": 0.030821679117375447
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "alias": "  - leaderboard_bbh_penguins_in_a_table",
        "acc_norm,none": 0.6643835616438356,
        "acc_norm_stderr,none": 0.039214533254314086
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
        "acc_norm,none": 0.664,
        "acc_norm_stderr,none": 0.029933259094191533
    },
    "leaderboard_bbh_ruin_names": {
        "alias": "  - leaderboard_bbh_ruin_names",
        "acc_norm,none": 0.712,
        "acc_norm_stderr,none": 0.028697004587398257
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "alias": "  - leaderboard_bbh_salient_translation_error_detection",
        "acc_norm,none": 0.488,
        "acc_norm_stderr,none": 0.03167708558254714
    },
    "leaderboard_bbh_snarks": {
        "alias": "  - leaderboard_bbh_snarks",
        "acc_norm,none": 0.6348314606741573,
        "acc_norm_stderr,none": 0.03619005678691264
    },
    "leaderboard_bbh_sports_understanding": {
        "alias": "  - leaderboard_bbh_sports_understanding",
        "acc_norm,none": 0.692,
        "acc_norm_stderr,none": 0.02925692860650181
    },
    "leaderboard_bbh_temporal_sequences": {
        "alias": "  - leaderboard_bbh_temporal_sequences",
        "acc_norm,none": 0.708,
        "acc_norm_stderr,none": 0.028814320402205634
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
        "acc_norm,none": 0.228,
        "acc_norm_stderr,none": 0.026587432487268498
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
        "acc_norm,none": 0.18,
        "acc_norm_stderr,none": 0.02434689065029351
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
        "acc_norm,none": 0.328,
        "acc_norm_stderr,none": 0.029752391824475363
    },
    "leaderboard_bbh_web_of_lies": {
        "alias": "  - leaderboard_bbh_web_of_lies",
        "acc_norm,none": 0.492,
        "acc_norm_stderr,none": 0.03168215643141386
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.29278523489932884,
        "acc_norm_stderr,none": 0.013190366449389382,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "alias": "  - leaderboard_gpqa_diamond",
        "acc_norm,none": 0.26262626262626265,
        "acc_norm_stderr,none": 0.031353050095330834
    },
    "leaderboard_gpqa_extended": {
        "alias": "  - leaderboard_gpqa_extended",
        "acc_norm,none": 0.3021978021978022,
        "acc_norm_stderr,none": 0.019670416969439074
    },
    "leaderboard_gpqa_main": {
        "alias": "  - leaderboard_gpqa_main",
        "acc_norm,none": 0.29464285714285715,
        "acc_norm_stderr,none": 0.021562481080109767
    },
    "leaderboard_ifeval": {
        "alias": " - leaderboard_ifeval",
        "prompt_level_strict_acc,none": 0.27726432532347506,
        "prompt_level_strict_acc_stderr,none": 0.019263706963479336,
        "inst_level_strict_acc,none": 0.4172661870503597,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.3068391866913124,
        "prompt_level_loose_acc_stderr,none": 0.019846116338147143,
        "inst_level_loose_acc,none": 0.4448441247002398,
        "inst_level_loose_acc_stderr,none": "N/A"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.2212990936555891,
        "exact_match_stderr,none": 0.010630655174284702,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "alias": "  - leaderboard_math_algebra_hard",
        "exact_match,none": 0.40716612377850164,
        "exact_match_stderr,none": 0.028086111250616354
    },
    "leaderboard_math_counting_and_prob_hard": {
        "alias": "  - leaderboard_math_counting_and_prob_hard",
        "exact_match,none": 0.2032520325203252,
        "exact_match_stderr,none": 0.03643325851749072
    },
    "leaderboard_math_geometry_hard": {
        "alias": "  - leaderboard_math_geometry_hard",
        "exact_match,none": 0.05303030303030303,
        "exact_match_stderr,none": 0.019579177674335185
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "alias": "  - leaderboard_math_intermediate_algebra_hard",
        "exact_match,none": 0.05714285714285714,
        "exact_match_stderr,none": 0.013896384488969144
    },
    "leaderboard_math_num_theory_hard": {
        "alias": "  - leaderboard_math_num_theory_hard",
        "exact_match,none": 0.18181818181818182,
        "exact_match_stderr,none": 0.031181560935001604
    },
    "leaderboard_math_prealgebra_hard": {
        "alias": "  - leaderboard_math_prealgebra_hard",
        "exact_match,none": 0.40932642487046633,
        "exact_match_stderr,none": 0.0354860816886081
    },
    "leaderboard_math_precalculus_hard": {
        "alias": "  - leaderboard_math_precalculus_hard",
        "exact_match,none": 0.0962962962962963,
        "exact_match_stderr,none": 0.02548387251435117
    },
    "leaderboard_mmlu_pro": {
        "alias": " - leaderboard_mmlu_pro",
        "acc,none": 0.4521276595744681,
        "acc_stderr,none": 0.004537528465661901
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.3862433862433862,
        "acc_norm_stderr,none": 0.01726523199037917,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "alias": "  - leaderboard_musr_murder_mysteries",
        "acc_norm,none": 0.52,
        "acc_norm_stderr,none": 0.03166085340849512
    },
    "leaderboard_musr_object_placements": {
        "alias": "  - leaderboard_musr_object_placements",
        "acc_norm,none": 0.24609375,
        "acc_norm_stderr,none": 0.026973597563786113
    },
    "leaderboard_musr_team_allocation": {
        "alias": "  - leaderboard_musr_team_allocation",
        "acc_norm,none": 0.396,
        "acc_norm_stderr,none": 0.030993197854577898
    }
}

Dataset Details

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