open-llm-leaderboard/DavidAU__DeepSeek-MOE-4X8B-R1-Distill-Llama-3.1-Mad-Scientist-24B-details

Dataset Card for Evaluation run of DavidAU/DeepSeek-MOE-4X8B-R1-Distill-Llama-3.1-Mad-Scientist-24B

Dataset automatically created during the evaluation run of model DavidAU/DeepSeek-MOE-4X8B-R1-Distill-Llama-3.1-Mad-Scientist-24B 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/DavidAU__DeepSeek-MOE-4X8B-R1-Distill-Llama-3.1-Mad-Scientist-24B-details",
    name="DavidAU__DeepSeek-MOE-4X8B-R1-Distill-Llama-3.1-Mad-Scientist-24B__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2025-03-10T04-48-15.064174 (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_strict_acc,none": 0.2735674676524954,
            "prompt_level_strict_acc_stderr,none": 0.019183727107392846,
            "prompt_level_loose_acc,none": 0.2975970425138632,
            "prompt_level_loose_acc_stderr,none": 0.019674812004413393,
            "acc,none": 0.29695811170212766,
            "acc_stderr,none": 0.004165693704446846,
            "inst_level_loose_acc,none": 0.43764988009592326,
            "inst_level_loose_acc_stderr,none": "N/A",
            "acc_norm,none": 0.4501232325852899,
            "acc_norm_stderr,none": 0.005365982469722414,
            "exact_match,none": 0.0755287009063444,
            "exact_match_stderr,none": 0.007129333080426162,
            "inst_level_strict_acc,none": 0.4136690647482014,
            "inst_level_strict_acc_stderr,none": "N/A",
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.47717410171845165,
            "acc_norm_stderr,none": 0.006180744834627692,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "alias": "  - leaderboard_bbh_boolean_expressions",
            "acc_norm,none": 0.828,
            "acc_norm_stderr,none": 0.02391551394448624
        },
        "leaderboard_bbh_causal_judgement": {
            "alias": "  - leaderboard_bbh_causal_judgement",
            "acc_norm,none": 0.49732620320855614,
            "acc_norm_stderr,none": 0.036661254547599165
        },
        "leaderboard_bbh_date_understanding": {
            "alias": "  - leaderboard_bbh_date_understanding",
            "acc_norm,none": 0.496,
            "acc_norm_stderr,none": 0.0316851985511992
        },
        "leaderboard_bbh_disambiguation_qa": {
            "alias": "  - leaderboard_bbh_disambiguation_qa",
            "acc_norm,none": 0.612,
            "acc_norm_stderr,none": 0.030881038748993974
        },
        "leaderboard_bbh_formal_fallacies": {
            "alias": "  - leaderboard_bbh_formal_fallacies",
            "acc_norm,none": 0.508,
            "acc_norm_stderr,none": 0.03168215643141386
        },
        "leaderboard_bbh_geometric_shapes": {
            "alias": "  - leaderboard_bbh_geometric_shapes",
            "acc_norm,none": 0.464,
            "acc_norm_stderr,none": 0.03160397514522374
        },
        "leaderboard_bbh_hyperbaton": {
            "alias": "  - leaderboard_bbh_hyperbaton",
            "acc_norm,none": 0.552,
            "acc_norm_stderr,none": 0.03151438761115348
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
            "acc_norm,none": 0.396,
            "acc_norm_stderr,none": 0.030993197854577898
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
            "acc_norm,none": 0.416,
            "acc_norm_stderr,none": 0.031235856237014505
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
            "acc_norm,none": 0.504,
            "acc_norm_stderr,none": 0.0316851985511992
        },
        "leaderboard_bbh_movie_recommendation": {
            "alias": "  - leaderboard_bbh_movie_recommendation",
            "acc_norm,none": 0.728,
            "acc_norm_stderr,none": 0.028200088296309975
        },
        "leaderboard_bbh_navigate": {
            "alias": "  - leaderboard_bbh_navigate",
            "acc_norm,none": 0.608,
            "acc_norm_stderr,none": 0.030938207620401222
        },
        "leaderboard_bbh_object_counting": {
            "alias": "  - leaderboard_bbh_object_counting",
            "acc_norm,none": 0.392,
            "acc_norm_stderr,none": 0.030938207620401222
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "alias": "  - leaderboard_bbh_penguins_in_a_table",
            "acc_norm,none": 0.4589041095890411,
            "acc_norm_stderr,none": 0.04138224905067309
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
            "acc_norm,none": 0.48,
            "acc_norm_stderr,none": 0.03166085340849512
        },
        "leaderboard_bbh_ruin_names": {
            "alias": "  - leaderboard_bbh_ruin_names",
            "acc_norm,none": 0.708,
            "acc_norm_stderr,none": 0.028814320402205634
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "alias": "  - leaderboard_bbh_salient_translation_error_detection",
            "acc_norm,none": 0.352,
            "acc_norm_stderr,none": 0.030266288057359866
        },
        "leaderboard_bbh_snarks": {
            "alias": "  - leaderboard_bbh_snarks",
            "acc_norm,none": 0.46629213483146065,
            "acc_norm_stderr,none": 0.0374968006036899
        },
        "leaderboard_bbh_sports_understanding": {
            "alias": "  - leaderboard_bbh_sports_understanding",
            "acc_norm,none": 0.656,
            "acc_norm_stderr,none": 0.03010450339231644
        },
        "leaderboard_bbh_temporal_sequences": {
            "alias": "  - leaderboard_bbh_temporal_sequences",
            "acc_norm,none": 0.08,
            "acc_norm_stderr,none": 0.017192507941463025
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
            "acc_norm,none": 0.188,
            "acc_norm_stderr,none": 0.024760377727750513
        },
        "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": 0.344,
            "acc_norm_stderr,none": 0.03010450339231644
        },
        "leaderboard_bbh_web_of_lies": {
            "alias": "  - leaderboard_bbh_web_of_lies",
            "acc_norm,none": 0.532,
            "acc_norm_stderr,none": 0.031621252575725574
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.337248322147651,
            "acc_norm_stderr,none": 0.013706072897004908,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "alias": "  - leaderboard_gpqa_diamond",
            "acc_norm,none": 0.3181818181818182,
            "acc_norm_stderr,none": 0.0331847733384533
        },
        "leaderboard_gpqa_extended": {
            "alias": "  - leaderboard_gpqa_extended",
            "acc_norm,none": 0.3498168498168498,
            "acc_norm_stderr,none": 0.020428664040934432
        },
        "leaderboard_gpqa_main": {
            "alias": "  - leaderboard_gpqa_main",
            "acc_norm,none": 0.33035714285714285,
            "acc_norm_stderr,none": 0.022246398347131557
        },
        "leaderboard_ifeval": {
            "alias": " - leaderboard_ifeval",
            "prompt_level_strict_acc,none": 0.2735674676524954,
            "prompt_level_strict_acc_stderr,none": 0.019183727107392846,
            "inst_level_strict_acc,none": 0.4136690647482014,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.2975970425138632,
            "prompt_level_loose_acc_stderr,none": 0.019674812004413393,
            "inst_level_loose_acc,none": 0.43764988009592326,
            "inst_level_loose_acc_stderr,none": "N/A"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.0755287009063444,
            "exact_match_stderr,none": 0.007129333080426162,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "alias": "  - leaderboard_math_algebra_hard",
            "exact_match,none": 0.14006514657980457,
            "exact_match_stderr,none": 0.019839791442658312
        },
        "leaderboard_math_counting_and_prob_hard": {
            "alias": "  - leaderboard_math_counting_and_prob_hard",
            "exact_match,none": 0.06504065040650407,
            "exact_match_stderr,none": 0.022325895462591904
        },
        "leaderboard_math_geometry_hard": {
            "alias": "  - leaderboard_math_geometry_hard",
            "exact_match,none": 0.045454545454545456,
            "exact_match_stderr,none": 0.018199158975632696
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "alias": "  - leaderboard_math_intermediate_algebra_hard",
            "exact_match,none": 0.014285714285714285,
            "exact_match_stderr,none": 0.0071043508939153165
        },
        "leaderboard_math_num_theory_hard": {
            "alias": "  - leaderboard_math_num_theory_hard",
            "exact_match,none": 0.045454545454545456,
            "exact_match_stderr,none": 0.016839967582612466
        },
        "leaderboard_math_prealgebra_hard": {
            "alias": "  - leaderboard_math_prealgebra_hard",
            "exact_match,none": 0.14507772020725387,
            "exact_match_stderr,none": 0.025416343096306457
        },
        "leaderboard_math_precalculus_hard": {
            "alias": "  - leaderboard_math_precalculus_hard",
            "exact_match,none": 0.02962962962962963,
            "exact_match_stderr,none": 0.014648038602753809
        },
        "leaderboard_mmlu_pro": {
            "alias": " - leaderboard_mmlu_pro",
            "acc,none": 0.29695811170212766,
            "acc_stderr,none": 0.004165693704446846
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.421957671957672,
            "acc_norm_stderr,none": 0.01756690930756481,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "alias": "  - leaderboard_musr_murder_mysteries",
            "acc_norm,none": 0.54,
            "acc_norm_stderr,none": 0.031584653891499004
        },
        "leaderboard_musr_object_placements": {
            "alias": "  - leaderboard_musr_object_placements",
            "acc_norm,none": 0.28125,
            "acc_norm_stderr,none": 0.028155620586096754
        },
        "leaderboard_musr_team_allocation": {
            "alias": "  - leaderboard_musr_team_allocation",
            "acc_norm,none": 0.448,
            "acc_norm_stderr,none": 0.03151438761115349
        }
    },
    "leaderboard": {
        "prompt_level_strict_acc,none": 0.2735674676524954,
        "prompt_level_strict_acc_stderr,none": 0.019183727107392846,
        "prompt_level_loose_acc,none": 0.2975970425138632,
        "prompt_level_loose_acc_stderr,none": 0.019674812004413393,
        "acc,none": 0.29695811170212766,
        "acc_stderr,none": 0.004165693704446846,
        "inst_level_loose_acc,none": 0.43764988009592326,
        "inst_level_loose_acc_stderr,none": "N/A",
        "acc_norm,none": 0.4501232325852899,
        "acc_norm_stderr,none": 0.005365982469722414,
        "exact_match,none": 0.0755287009063444,
        "exact_match_stderr,none": 0.007129333080426162,
        "inst_level_strict_acc,none": 0.4136690647482014,
        "inst_level_strict_acc_stderr,none": "N/A",
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.47717410171845165,
        "acc_norm_stderr,none": 0.006180744834627692,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "alias": "  - leaderboard_bbh_boolean_expressions",
        "acc_norm,none": 0.828,
        "acc_norm_stderr,none": 0.02391551394448624
    },
    "leaderboard_bbh_causal_judgement": {
        "alias": "  - leaderboard_bbh_causal_judgement",
        "acc_norm,none": 0.49732620320855614,
        "acc_norm_stderr,none": 0.036661254547599165
    },
    "leaderboard_bbh_date_understanding": {
        "alias": "  - leaderboard_bbh_date_understanding",
        "acc_norm,none": 0.496,
        "acc_norm_stderr,none": 0.0316851985511992
    },
    "leaderboard_bbh_disambiguation_qa": {
        "alias": "  - leaderboard_bbh_disambiguation_qa",
        "acc_norm,none": 0.612,
        "acc_norm_stderr,none": 0.030881038748993974
    },
    "leaderboard_bbh_formal_fallacies": {
        "alias": "  - leaderboard_bbh_formal_fallacies",
        "acc_norm,none": 0.508,
        "acc_norm_stderr,none": 0.03168215643141386
    },
    "leaderboard_bbh_geometric_shapes": {
        "alias": "  - leaderboard_bbh_geometric_shapes",
        "acc_norm,none": 0.464,
        "acc_norm_stderr,none": 0.03160397514522374
    },
    "leaderboard_bbh_hyperbaton": {
        "alias": "  - leaderboard_bbh_hyperbaton",
        "acc_norm,none": 0.552,
        "acc_norm_stderr,none": 0.03151438761115348
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
        "acc_norm,none": 0.396,
        "acc_norm_stderr,none": 0.030993197854577898
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
        "acc_norm,none": 0.416,
        "acc_norm_stderr,none": 0.031235856237014505
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
        "acc_norm,none": 0.504,
        "acc_norm_stderr,none": 0.0316851985511992
    },
    "leaderboard_bbh_movie_recommendation": {
        "alias": "  - leaderboard_bbh_movie_recommendation",
        "acc_norm,none": 0.728,
        "acc_norm_stderr,none": 0.028200088296309975
    },
    "leaderboard_bbh_navigate": {
        "alias": "  - leaderboard_bbh_navigate",
        "acc_norm,none": 0.608,
        "acc_norm_stderr,none": 0.030938207620401222
    },
    "leaderboard_bbh_object_counting": {
        "alias": "  - leaderboard_bbh_object_counting",
        "acc_norm,none": 0.392,
        "acc_norm_stderr,none": 0.030938207620401222
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "alias": "  - leaderboard_bbh_penguins_in_a_table",
        "acc_norm,none": 0.4589041095890411,
        "acc_norm_stderr,none": 0.04138224905067309
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
        "acc_norm,none": 0.48,
        "acc_norm_stderr,none": 0.03166085340849512
    },
    "leaderboard_bbh_ruin_names": {
        "alias": "  - leaderboard_bbh_ruin_names",
        "acc_norm,none": 0.708,
        "acc_norm_stderr,none": 0.028814320402205634
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "alias": "  - leaderboard_bbh_salient_translation_error_detection",
        "acc_norm,none": 0.352,
        "acc_norm_stderr,none": 0.030266288057359866
    },
    "leaderboard_bbh_snarks": {
        "alias": "  - leaderboard_bbh_snarks",
        "acc_norm,none": 0.46629213483146065,
        "acc_norm_stderr,none": 0.0374968006036899
    },
    "leaderboard_bbh_sports_understanding": {
        "alias": "  - leaderboard_bbh_sports_understanding",
        "acc_norm,none": 0.656,
        "acc_norm_stderr,none": 0.03010450339231644
    },
    "leaderboard_bbh_temporal_sequences": {
        "alias": "  - leaderboard_bbh_temporal_sequences",
        "acc_norm,none": 0.08,
        "acc_norm_stderr,none": 0.017192507941463025
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
        "acc_norm,none": 0.188,
        "acc_norm_stderr,none": 0.024760377727750513
    },
    "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": 0.344,
        "acc_norm_stderr,none": 0.03010450339231644
    },
    "leaderboard_bbh_web_of_lies": {
        "alias": "  - leaderboard_bbh_web_of_lies",
        "acc_norm,none": 0.532,
        "acc_norm_stderr,none": 0.031621252575725574
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.337248322147651,
        "acc_norm_stderr,none": 0.013706072897004908,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "alias": "  - leaderboard_gpqa_diamond",
        "acc_norm,none": 0.3181818181818182,
        "acc_norm_stderr,none": 0.0331847733384533
    },
    "leaderboard_gpqa_extended": {
        "alias": "  - leaderboard_gpqa_extended",
        "acc_norm,none": 0.3498168498168498,
        "acc_norm_stderr,none": 0.020428664040934432
    },
    "leaderboard_gpqa_main": {
        "alias": "  - leaderboard_gpqa_main",
        "acc_norm,none": 0.33035714285714285,
        "acc_norm_stderr,none": 0.022246398347131557
    },
    "leaderboard_ifeval": {
        "alias": " - leaderboard_ifeval",
        "prompt_level_strict_acc,none": 0.2735674676524954,
        "prompt_level_strict_acc_stderr,none": 0.019183727107392846,
        "inst_level_strict_acc,none": 0.4136690647482014,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.2975970425138632,
        "prompt_level_loose_acc_stderr,none": 0.019674812004413393,
        "inst_level_loose_acc,none": 0.43764988009592326,
        "inst_level_loose_acc_stderr,none": "N/A"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.0755287009063444,
        "exact_match_stderr,none": 0.007129333080426162,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "alias": "  - leaderboard_math_algebra_hard",
        "exact_match,none": 0.14006514657980457,
        "exact_match_stderr,none": 0.019839791442658312
    },
    "leaderboard_math_counting_and_prob_hard": {
        "alias": "  - leaderboard_math_counting_and_prob_hard",
        "exact_match,none": 0.06504065040650407,
        "exact_match_stderr,none": 0.022325895462591904
    },
    "leaderboard_math_geometry_hard": {
        "alias": "  - leaderboard_math_geometry_hard",
        "exact_match,none": 0.045454545454545456,
        "exact_match_stderr,none": 0.018199158975632696
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "alias": "  - leaderboard_math_intermediate_algebra_hard",
        "exact_match,none": 0.014285714285714285,
        "exact_match_stderr,none": 0.0071043508939153165
    },
    "leaderboard_math_num_theory_hard": {
        "alias": "  - leaderboard_math_num_theory_hard",
        "exact_match,none": 0.045454545454545456,
        "exact_match_stderr,none": 0.016839967582612466
    },
    "leaderboard_math_prealgebra_hard": {
        "alias": "  - leaderboard_math_prealgebra_hard",
        "exact_match,none": 0.14507772020725387,
        "exact_match_stderr,none": 0.025416343096306457
    },
    "leaderboard_math_precalculus_hard": {
        "alias": "  - leaderboard_math_precalculus_hard",
        "exact_match,none": 0.02962962962962963,
        "exact_match_stderr,none": 0.014648038602753809
    },
    "leaderboard_mmlu_pro": {
        "alias": " - leaderboard_mmlu_pro",
        "acc,none": 0.29695811170212766,
        "acc_stderr,none": 0.004165693704446846
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.421957671957672,
        "acc_norm_stderr,none": 0.01756690930756481,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "alias": "  - leaderboard_musr_murder_mysteries",
        "acc_norm,none": 0.54,
        "acc_norm_stderr,none": 0.031584653891499004
    },
    "leaderboard_musr_object_placements": {
        "alias": "  - leaderboard_musr_object_placements",
        "acc_norm,none": 0.28125,
        "acc_norm_stderr,none": 0.028155620586096754
    },
    "leaderboard_musr_team_allocation": {
        "alias": "  - leaderboard_musr_team_allocation",
        "acc_norm,none": 0.448,
        "acc_norm_stderr,none": 0.03151438761115349
    }
}

Dataset Details

Dataset Description

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Dataset Structure

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Dataset Creation

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Source Data

Data Collection and Processing

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Personal and Sensitive Information

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Bias, Risks, and Limitations

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Recommendations

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