open-llm-leaderboard/marcuscedricridia__Cheng-1-details

Dataset Card for Evaluation run of marcuscedricridia/Cheng-1

Dataset automatically created during the evaluation run of model marcuscedricridia/Cheng-1 The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task.

The dataset has been created from 3 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/marcuscedricridia__Cheng-1-details",
    name="marcuscedricridia__Cheng-1__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2025-03-13T12-12-44.388875 (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": 0.7707948243992606,
            "prompt_level_loose_acc_stderr,none": 0.018087757424955286,
            "acc_norm,none": 0.4960435854196394,
            "acc_norm_stderr,none": 0.005325792620797981,
            "inst_level_loose_acc,none": 0.8405275779376499,
            "inst_level_loose_acc_stderr,none": "N/A",
            "acc,none": 0.43492353723404253,
            "acc_stderr,none": 0.004519695757201688,
            "prompt_level_strict_acc,none": 0.7412199630314233,
            "prompt_level_strict_acc_stderr,none": 0.018846992560712525,
            "inst_level_strict_acc,none": 0.8165467625899281,
            "inst_level_strict_acc_stderr,none": "N/A",
            "exact_match,none": 0.48942598187311176,
            "exact_match_stderr,none": 0.012313465438869353,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.5492102065613609,
            "acc_norm_stderr,none": 0.0061729830848256785,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "alias": "  - leaderboard_bbh_boolean_expressions",
            "acc_norm,none": 0.856,
            "acc_norm_stderr,none": 0.022249407735450245
        },
        "leaderboard_bbh_causal_judgement": {
            "alias": "  - leaderboard_bbh_causal_judgement",
            "acc_norm,none": 0.5882352941176471,
            "acc_norm_stderr,none": 0.036086405630856196
        },
        "leaderboard_bbh_date_understanding": {
            "alias": "  - leaderboard_bbh_date_understanding",
            "acc_norm,none": 0.568,
            "acc_norm_stderr,none": 0.03139181076542941
        },
        "leaderboard_bbh_disambiguation_qa": {
            "alias": "  - leaderboard_bbh_disambiguation_qa",
            "acc_norm,none": 0.64,
            "acc_norm_stderr,none": 0.03041876402517494
        },
        "leaderboard_bbh_formal_fallacies": {
            "alias": "  - leaderboard_bbh_formal_fallacies",
            "acc_norm,none": 0.616,
            "acc_norm_stderr,none": 0.030821679117375447
        },
        "leaderboard_bbh_geometric_shapes": {
            "alias": "  - leaderboard_bbh_geometric_shapes",
            "acc_norm,none": 0.492,
            "acc_norm_stderr,none": 0.03168215643141386
        },
        "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": 0.536,
            "acc_norm_stderr,none": 0.031603975145223735
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
            "acc_norm,none": 0.476,
            "acc_norm_stderr,none": 0.03164968895968774
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
            "acc_norm,none": 0.776,
            "acc_norm_stderr,none": 0.026421361687347884
        },
        "leaderboard_bbh_movie_recommendation": {
            "alias": "  - leaderboard_bbh_movie_recommendation",
            "acc_norm,none": 0.616,
            "acc_norm_stderr,none": 0.030821679117375447
        },
        "leaderboard_bbh_navigate": {
            "alias": "  - leaderboard_bbh_navigate",
            "acc_norm,none": 0.696,
            "acc_norm_stderr,none": 0.029150213374159652
        },
        "leaderboard_bbh_object_counting": {
            "alias": "  - leaderboard_bbh_object_counting",
            "acc_norm,none": 0.352,
            "acc_norm_stderr,none": 0.030266288057359866
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "alias": "  - leaderboard_bbh_penguins_in_a_table",
            "acc_norm,none": 0.5958904109589042,
            "acc_norm_stderr,none": 0.0407519857003932
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
            "acc_norm,none": 0.644,
            "acc_norm_stderr,none": 0.0303436806571532
        },
        "leaderboard_bbh_ruin_names": {
            "alias": "  - leaderboard_bbh_ruin_names",
            "acc_norm,none": 0.552,
            "acc_norm_stderr,none": 0.03151438761115348
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "alias": "  - leaderboard_bbh_salient_translation_error_detection",
            "acc_norm,none": 0.552,
            "acc_norm_stderr,none": 0.03151438761115348
        },
        "leaderboard_bbh_snarks": {
            "alias": "  - leaderboard_bbh_snarks",
            "acc_norm,none": 0.7191011235955056,
            "acc_norm_stderr,none": 0.03378184395518332
        },
        "leaderboard_bbh_sports_understanding": {
            "alias": "  - leaderboard_bbh_sports_understanding",
            "acc_norm,none": 0.748,
            "acc_norm_stderr,none": 0.027513851933031318
        },
        "leaderboard_bbh_temporal_sequences": {
            "alias": "  - leaderboard_bbh_temporal_sequences",
            "acc_norm,none": 0.516,
            "acc_norm_stderr,none": 0.03166998503010743
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
            "acc_norm,none": 0.196,
            "acc_norm_stderr,none": 0.025156857313255926
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
            "acc_norm,none": 0.148,
            "acc_norm_stderr,none": 0.022503547243806186
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
            "acc_norm,none": 0.272,
            "acc_norm_stderr,none": 0.028200088296309975
        },
        "leaderboard_bbh_web_of_lies": {
            "alias": "  - leaderboard_bbh_web_of_lies",
            "acc_norm,none": 0.552,
            "acc_norm_stderr,none": 0.03151438761115348
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.2961409395973154,
            "acc_norm_stderr,none": 0.01322809586503909,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "alias": "  - leaderboard_gpqa_diamond",
            "acc_norm,none": 0.25252525252525254,
            "acc_norm_stderr,none": 0.03095405547036587
        },
        "leaderboard_gpqa_extended": {
            "alias": "  - leaderboard_gpqa_extended",
            "acc_norm,none": 0.3076923076923077,
            "acc_norm_stderr,none": 0.019770135548220893
        },
        "leaderboard_gpqa_main": {
            "alias": "  - leaderboard_gpqa_main",
            "acc_norm,none": 0.3013392857142857,
            "acc_norm_stderr,none": 0.021702375698545707
        },
        "leaderboard_ifeval": {
            "alias": " - leaderboard_ifeval",
            "prompt_level_strict_acc,none": 0.7412199630314233,
            "prompt_level_strict_acc_stderr,none": 0.018846992560712525,
            "inst_level_strict_acc,none": 0.8165467625899281,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.7707948243992606,
            "prompt_level_loose_acc_stderr,none": 0.018087757424955286,
            "inst_level_loose_acc,none": 0.8405275779376499,
            "inst_level_loose_acc_stderr,none": "N/A"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.48942598187311176,
            "exact_match_stderr,none": 0.012313465438869353,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "alias": "  - leaderboard_math_algebra_hard",
            "exact_match,none": 0.7785016286644951,
            "exact_match_stderr,none": 0.023738557121688868
        },
        "leaderboard_math_counting_and_prob_hard": {
            "alias": "  - leaderboard_math_counting_and_prob_hard",
            "exact_match,none": 0.4878048780487805,
            "exact_match_stderr,none": 0.04525440645156628
        },
        "leaderboard_math_geometry_hard": {
            "alias": "  - leaderboard_math_geometry_hard",
            "exact_match,none": 0.3181818181818182,
            "exact_match_stderr,none": 0.040694556602840146
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "alias": "  - leaderboard_math_intermediate_algebra_hard",
            "exact_match,none": 0.21428571428571427,
            "exact_match_stderr,none": 0.024565569265314093
        },
        "leaderboard_math_num_theory_hard": {
            "alias": "  - leaderboard_math_num_theory_hard",
            "exact_match,none": 0.551948051948052,
            "exact_match_stderr,none": 0.04020384333551236
        },
        "leaderboard_math_prealgebra_hard": {
            "alias": "  - leaderboard_math_prealgebra_hard",
            "exact_match,none": 0.6735751295336787,
            "exact_match_stderr,none": 0.033840286211432986
        },
        "leaderboard_math_precalculus_hard": {
            "alias": "  - leaderboard_math_precalculus_hard",
            "exact_match,none": 0.23703703703703705,
            "exact_match_stderr,none": 0.03673731683969509
        },
        "leaderboard_mmlu_pro": {
            "alias": " - leaderboard_mmlu_pro",
            "acc,none": 0.43492353723404253,
            "acc_stderr,none": 0.004519695757201688
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.4060846560846561,
            "acc_norm_stderr,none": 0.01736465055933143,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "alias": "  - leaderboard_musr_murder_mysteries",
            "acc_norm,none": 0.536,
            "acc_norm_stderr,none": 0.031603975145223735
        },
        "leaderboard_musr_object_placements": {
            "alias": "  - leaderboard_musr_object_placements",
            "acc_norm,none": 0.25,
            "acc_norm_stderr,none": 0.02711630722733202
        },
        "leaderboard_musr_team_allocation": {
            "alias": "  - leaderboard_musr_team_allocation",
            "acc_norm,none": 0.436,
            "acc_norm_stderr,none": 0.031425567060281365
        }
    },
    "leaderboard": {
        "prompt_level_loose_acc,none": 0.7707948243992606,
        "prompt_level_loose_acc_stderr,none": 0.018087757424955286,
        "acc_norm,none": 0.4960435854196394,
        "acc_norm_stderr,none": 0.005325792620797981,
        "inst_level_loose_acc,none": 0.8405275779376499,
        "inst_level_loose_acc_stderr,none": "N/A",
        "acc,none": 0.43492353723404253,
        "acc_stderr,none": 0.004519695757201688,
        "prompt_level_strict_acc,none": 0.7412199630314233,
        "prompt_level_strict_acc_stderr,none": 0.018846992560712525,
        "inst_level_strict_acc,none": 0.8165467625899281,
        "inst_level_strict_acc_stderr,none": "N/A",
        "exact_match,none": 0.48942598187311176,
        "exact_match_stderr,none": 0.012313465438869353,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.5492102065613609,
        "acc_norm_stderr,none": 0.0061729830848256785,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "alias": "  - leaderboard_bbh_boolean_expressions",
        "acc_norm,none": 0.856,
        "acc_norm_stderr,none": 0.022249407735450245
    },
    "leaderboard_bbh_causal_judgement": {
        "alias": "  - leaderboard_bbh_causal_judgement",
        "acc_norm,none": 0.5882352941176471,
        "acc_norm_stderr,none": 0.036086405630856196
    },
    "leaderboard_bbh_date_understanding": {
        "alias": "  - leaderboard_bbh_date_understanding",
        "acc_norm,none": 0.568,
        "acc_norm_stderr,none": 0.03139181076542941
    },
    "leaderboard_bbh_disambiguation_qa": {
        "alias": "  - leaderboard_bbh_disambiguation_qa",
        "acc_norm,none": 0.64,
        "acc_norm_stderr,none": 0.03041876402517494
    },
    "leaderboard_bbh_formal_fallacies": {
        "alias": "  - leaderboard_bbh_formal_fallacies",
        "acc_norm,none": 0.616,
        "acc_norm_stderr,none": 0.030821679117375447
    },
    "leaderboard_bbh_geometric_shapes": {
        "alias": "  - leaderboard_bbh_geometric_shapes",
        "acc_norm,none": 0.492,
        "acc_norm_stderr,none": 0.03168215643141386
    },
    "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": 0.536,
        "acc_norm_stderr,none": 0.031603975145223735
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
        "acc_norm,none": 0.476,
        "acc_norm_stderr,none": 0.03164968895968774
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
        "acc_norm,none": 0.776,
        "acc_norm_stderr,none": 0.026421361687347884
    },
    "leaderboard_bbh_movie_recommendation": {
        "alias": "  - leaderboard_bbh_movie_recommendation",
        "acc_norm,none": 0.616,
        "acc_norm_stderr,none": 0.030821679117375447
    },
    "leaderboard_bbh_navigate": {
        "alias": "  - leaderboard_bbh_navigate",
        "acc_norm,none": 0.696,
        "acc_norm_stderr,none": 0.029150213374159652
    },
    "leaderboard_bbh_object_counting": {
        "alias": "  - leaderboard_bbh_object_counting",
        "acc_norm,none": 0.352,
        "acc_norm_stderr,none": 0.030266288057359866
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "alias": "  - leaderboard_bbh_penguins_in_a_table",
        "acc_norm,none": 0.5958904109589042,
        "acc_norm_stderr,none": 0.0407519857003932
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
        "acc_norm,none": 0.644,
        "acc_norm_stderr,none": 0.0303436806571532
    },
    "leaderboard_bbh_ruin_names": {
        "alias": "  - leaderboard_bbh_ruin_names",
        "acc_norm,none": 0.552,
        "acc_norm_stderr,none": 0.03151438761115348
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "alias": "  - leaderboard_bbh_salient_translation_error_detection",
        "acc_norm,none": 0.552,
        "acc_norm_stderr,none": 0.03151438761115348
    },
    "leaderboard_bbh_snarks": {
        "alias": "  - leaderboard_bbh_snarks",
        "acc_norm,none": 0.7191011235955056,
        "acc_norm_stderr,none": 0.03378184395518332
    },
    "leaderboard_bbh_sports_understanding": {
        "alias": "  - leaderboard_bbh_sports_understanding",
        "acc_norm,none": 0.748,
        "acc_norm_stderr,none": 0.027513851933031318
    },
    "leaderboard_bbh_temporal_sequences": {
        "alias": "  - leaderboard_bbh_temporal_sequences",
        "acc_norm,none": 0.516,
        "acc_norm_stderr,none": 0.03166998503010743
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
        "acc_norm,none": 0.196,
        "acc_norm_stderr,none": 0.025156857313255926
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
        "acc_norm,none": 0.148,
        "acc_norm_stderr,none": 0.022503547243806186
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
        "acc_norm,none": 0.272,
        "acc_norm_stderr,none": 0.028200088296309975
    },
    "leaderboard_bbh_web_of_lies": {
        "alias": "  - leaderboard_bbh_web_of_lies",
        "acc_norm,none": 0.552,
        "acc_norm_stderr,none": 0.03151438761115348
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.2961409395973154,
        "acc_norm_stderr,none": 0.01322809586503909,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "alias": "  - leaderboard_gpqa_diamond",
        "acc_norm,none": 0.25252525252525254,
        "acc_norm_stderr,none": 0.03095405547036587
    },
    "leaderboard_gpqa_extended": {
        "alias": "  - leaderboard_gpqa_extended",
        "acc_norm,none": 0.3076923076923077,
        "acc_norm_stderr,none": 0.019770135548220893
    },
    "leaderboard_gpqa_main": {
        "alias": "  - leaderboard_gpqa_main",
        "acc_norm,none": 0.3013392857142857,
        "acc_norm_stderr,none": 0.021702375698545707
    },
    "leaderboard_ifeval": {
        "alias": " - leaderboard_ifeval",
        "prompt_level_strict_acc,none": 0.7412199630314233,
        "prompt_level_strict_acc_stderr,none": 0.018846992560712525,
        "inst_level_strict_acc,none": 0.8165467625899281,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.7707948243992606,
        "prompt_level_loose_acc_stderr,none": 0.018087757424955286,
        "inst_level_loose_acc,none": 0.8405275779376499,
        "inst_level_loose_acc_stderr,none": "N/A"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.48942598187311176,
        "exact_match_stderr,none": 0.012313465438869353,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "alias": "  - leaderboard_math_algebra_hard",
        "exact_match,none": 0.7785016286644951,
        "exact_match_stderr,none": 0.023738557121688868
    },
    "leaderboard_math_counting_and_prob_hard": {
        "alias": "  - leaderboard_math_counting_and_prob_hard",
        "exact_match,none": 0.4878048780487805,
        "exact_match_stderr,none": 0.04525440645156628
    },
    "leaderboard_math_geometry_hard": {
        "alias": "  - leaderboard_math_geometry_hard",
        "exact_match,none": 0.3181818181818182,
        "exact_match_stderr,none": 0.040694556602840146
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "alias": "  - leaderboard_math_intermediate_algebra_hard",
        "exact_match,none": 0.21428571428571427,
        "exact_match_stderr,none": 0.024565569265314093
    },
    "leaderboard_math_num_theory_hard": {
        "alias": "  - leaderboard_math_num_theory_hard",
        "exact_match,none": 0.551948051948052,
        "exact_match_stderr,none": 0.04020384333551236
    },
    "leaderboard_math_prealgebra_hard": {
        "alias": "  - leaderboard_math_prealgebra_hard",
        "exact_match,none": 0.6735751295336787,
        "exact_match_stderr,none": 0.033840286211432986
    },
    "leaderboard_math_precalculus_hard": {
        "alias": "  - leaderboard_math_precalculus_hard",
        "exact_match,none": 0.23703703703703705,
        "exact_match_stderr,none": 0.03673731683969509
    },
    "leaderboard_mmlu_pro": {
        "alias": " - leaderboard_mmlu_pro",
        "acc,none": 0.43492353723404253,
        "acc_stderr,none": 0.004519695757201688
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.4060846560846561,
        "acc_norm_stderr,none": 0.01736465055933143,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "alias": "  - leaderboard_musr_murder_mysteries",
        "acc_norm,none": 0.536,
        "acc_norm_stderr,none": 0.031603975145223735
    },
    "leaderboard_musr_object_placements": {
        "alias": "  - leaderboard_musr_object_placements",
        "acc_norm,none": 0.25,
        "acc_norm_stderr,none": 0.02711630722733202
    },
    "leaderboard_musr_team_allocation": {
        "alias": "  - leaderboard_musr_team_allocation",
        "acc_norm,none": 0.436,
        "acc_norm_stderr,none": 0.031425567060281365
    }
}

Dataset Details

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Dataset Structure

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Dataset Creation

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Source Data

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Bias, Risks, and Limitations

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