open-llm-leaderboard/nvidia__AceInstruct-7B-details

Dataset Card for Evaluation run of nvidia/AceInstruct-7B

Dataset automatically created during the evaluation run of model nvidia/AceInstruct-7B 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/nvidia__AceInstruct-7B-details",
    name="nvidia__AceInstruct-7B__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2025-01-24T21-49-10.538541 (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": {
            "inst_level_strict_acc,none": 0.5983213429256595,
            "inst_level_strict_acc_stderr,none": "N/A",
            "acc,none": 0.417719414893617,
            "acc_stderr,none": 0.004496324243495729,
            "prompt_level_strict_acc,none": 0.48613678373382624,
            "prompt_level_strict_acc_stderr,none": 0.021508302067856106,
            "inst_level_loose_acc,none": 0.6247002398081535,
            "inst_level_loose_acc_stderr,none": "N/A",
            "acc_norm,none": 0.49695161499545987,
            "acc_norm_stderr,none": 0.0052906575431675125,
            "exact_match,none": 0.0037764350453172208,
            "exact_match_stderr,none": 0.001682766278303319,
            "prompt_level_loose_acc,none": 0.5138632162661737,
            "prompt_level_loose_acc_stderr,none": 0.0215083020678561,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.5457385870508592,
            "acc_norm_stderr,none": 0.006087074426364341,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "alias": "  - leaderboard_bbh_boolean_expressions",
            "acc_norm,none": 0.872,
            "acc_norm_stderr,none": 0.021172081336336534
        },
        "leaderboard_bbh_causal_judgement": {
            "alias": "  - leaderboard_bbh_causal_judgement",
            "acc_norm,none": 0.6256684491978609,
            "acc_norm_stderr,none": 0.0354849234134303
        },
        "leaderboard_bbh_date_understanding": {
            "alias": "  - leaderboard_bbh_date_understanding",
            "acc_norm,none": 0.524,
            "acc_norm_stderr,none": 0.03164968895968774
        },
        "leaderboard_bbh_disambiguation_qa": {
            "alias": "  - leaderboard_bbh_disambiguation_qa",
            "acc_norm,none": 0.656,
            "acc_norm_stderr,none": 0.03010450339231644
        },
        "leaderboard_bbh_formal_fallacies": {
            "alias": "  - leaderboard_bbh_formal_fallacies",
            "acc_norm,none": 0.624,
            "acc_norm_stderr,none": 0.03069633626739458
        },
        "leaderboard_bbh_geometric_shapes": {
            "alias": "  - leaderboard_bbh_geometric_shapes",
            "acc_norm,none": 0.532,
            "acc_norm_stderr,none": 0.031621252575725574
        },
        "leaderboard_bbh_hyperbaton": {
            "alias": "  - leaderboard_bbh_hyperbaton",
            "acc_norm,none": 0.704,
            "acc_norm_stderr,none": 0.028928939388379697
        },
        "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": 0.548,
            "acc_norm_stderr,none": 0.03153986449255664
        },
        "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": 0.624,
            "acc_norm_stderr,none": 0.03069633626739458
        },
        "leaderboard_bbh_navigate": {
            "alias": "  - leaderboard_bbh_navigate",
            "acc_norm,none": 0.508,
            "acc_norm_stderr,none": 0.03168215643141386
        },
        "leaderboard_bbh_object_counting": {
            "alias": "  - leaderboard_bbh_object_counting",
            "acc_norm,none": 0.476,
            "acc_norm_stderr,none": 0.03164968895968774
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "alias": "  - leaderboard_bbh_penguins_in_a_table",
            "acc_norm,none": 0.6027397260273972,
            "acc_norm_stderr,none": 0.040636704038880346
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
            "acc_norm,none": 0.628,
            "acc_norm_stderr,none": 0.03063032594455827
        },
        "leaderboard_bbh_ruin_names": {
            "alias": "  - leaderboard_bbh_ruin_names",
            "acc_norm,none": 0.588,
            "acc_norm_stderr,none": 0.031191596026022818
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "alias": "  - leaderboard_bbh_salient_translation_error_detection",
            "acc_norm,none": 0.508,
            "acc_norm_stderr,none": 0.03168215643141386
        },
        "leaderboard_bbh_snarks": {
            "alias": "  - leaderboard_bbh_snarks",
            "acc_norm,none": 0.7584269662921348,
            "acc_norm_stderr,none": 0.032173216138332565
        },
        "leaderboard_bbh_sports_understanding": {
            "alias": "  - leaderboard_bbh_sports_understanding",
            "acc_norm,none": 0.792,
            "acc_norm_stderr,none": 0.025721398901416368
        },
        "leaderboard_bbh_temporal_sequences": {
            "alias": "  - leaderboard_bbh_temporal_sequences",
            "acc_norm,none": 0.276,
            "acc_norm_stderr,none": 0.02832853727421142
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
            "acc_norm,none": 0.14,
            "acc_norm_stderr,none": 0.021989409645240245
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
            "acc_norm,none": 0.108,
            "acc_norm_stderr,none": 0.019669559381568776
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
            "acc_norm,none": 0.308,
            "acc_norm_stderr,none": 0.02925692860650181
        },
        "leaderboard_bbh_web_of_lies": {
            "alias": "  - leaderboard_bbh_web_of_lies",
            "acc_norm,none": 0.488,
            "acc_norm_stderr,none": 0.03167708558254714
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.3070469798657718,
            "acc_norm_stderr,none": 0.013376649184257825,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "alias": "  - leaderboard_gpqa_diamond",
            "acc_norm,none": 0.30303030303030304,
            "acc_norm_stderr,none": 0.03274287914026869
        },
        "leaderboard_gpqa_extended": {
            "alias": "  - leaderboard_gpqa_extended",
            "acc_norm,none": 0.31135531135531136,
            "acc_norm_stderr,none": 0.019834784635900788
        },
        "leaderboard_gpqa_main": {
            "alias": "  - leaderboard_gpqa_main",
            "acc_norm,none": 0.30357142857142855,
            "acc_norm_stderr,none": 0.021747782232917543
        },
        "leaderboard_ifeval": {
            "alias": " - leaderboard_ifeval",
            "prompt_level_strict_acc,none": 0.48613678373382624,
            "prompt_level_strict_acc_stderr,none": 0.021508302067856106,
            "inst_level_strict_acc,none": 0.5983213429256595,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.5138632162661737,
            "prompt_level_loose_acc_stderr,none": 0.0215083020678561,
            "inst_level_loose_acc,none": 0.6247002398081535,
            "inst_level_loose_acc_stderr,none": "N/A"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.0037764350453172208,
            "exact_match_stderr,none": 0.001682766278303319,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "alias": "  - leaderboard_math_algebra_hard",
            "exact_match,none": 0.0,
            "exact_match_stderr,none": 0.0
        },
        "leaderboard_math_counting_and_prob_hard": {
            "alias": "  - leaderboard_math_counting_and_prob_hard",
            "exact_match,none": 0.008130081300813009,
            "exact_match_stderr,none": 0.008130081300813007
        },
        "leaderboard_math_geometry_hard": {
            "alias": "  - leaderboard_math_geometry_hard",
            "exact_match,none": 0.007575757575757576,
            "exact_match_stderr,none": 0.007575757575757577
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "alias": "  - leaderboard_math_intermediate_algebra_hard",
            "exact_match,none": 0.0,
            "exact_match_stderr,none": 0.0
        },
        "leaderboard_math_num_theory_hard": {
            "alias": "  - leaderboard_math_num_theory_hard",
            "exact_match,none": 0.0,
            "exact_match_stderr,none": 0.0
        },
        "leaderboard_math_prealgebra_hard": {
            "alias": "  - leaderboard_math_prealgebra_hard",
            "exact_match,none": 0.015544041450777202,
            "exact_match_stderr,none": 0.00892749271508434
        },
        "leaderboard_math_precalculus_hard": {
            "alias": "  - leaderboard_math_precalculus_hard",
            "exact_match,none": 0.0,
            "exact_match_stderr,none": 0.0
        },
        "leaderboard_mmlu_pro": {
            "alias": " - leaderboard_mmlu_pro",
            "acc,none": 0.417719414893617,
            "acc_stderr,none": 0.004496324243495729
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.4246031746031746,
            "acc_norm_stderr,none": 0.017721524546334137,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "alias": "  - leaderboard_musr_murder_mysteries",
            "acc_norm,none": 0.528,
            "acc_norm_stderr,none": 0.031636489531544396
        },
        "leaderboard_musr_object_placements": {
            "alias": "  - leaderboard_musr_object_placements",
            "acc_norm,none": 0.3125,
            "acc_norm_stderr,none": 0.0290262727508015
        },
        "leaderboard_musr_team_allocation": {
            "alias": "  - leaderboard_musr_team_allocation",
            "acc_norm,none": 0.436,
            "acc_norm_stderr,none": 0.031425567060281365
        }
    },
    "leaderboard": {
        "inst_level_strict_acc,none": 0.5983213429256595,
        "inst_level_strict_acc_stderr,none": "N/A",
        "acc,none": 0.417719414893617,
        "acc_stderr,none": 0.004496324243495729,
        "prompt_level_strict_acc,none": 0.48613678373382624,
        "prompt_level_strict_acc_stderr,none": 0.021508302067856106,
        "inst_level_loose_acc,none": 0.6247002398081535,
        "inst_level_loose_acc_stderr,none": "N/A",
        "acc_norm,none": 0.49695161499545987,
        "acc_norm_stderr,none": 0.0052906575431675125,
        "exact_match,none": 0.0037764350453172208,
        "exact_match_stderr,none": 0.001682766278303319,
        "prompt_level_loose_acc,none": 0.5138632162661737,
        "prompt_level_loose_acc_stderr,none": 0.0215083020678561,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.5457385870508592,
        "acc_norm_stderr,none": 0.006087074426364341,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "alias": "  - leaderboard_bbh_boolean_expressions",
        "acc_norm,none": 0.872,
        "acc_norm_stderr,none": 0.021172081336336534
    },
    "leaderboard_bbh_causal_judgement": {
        "alias": "  - leaderboard_bbh_causal_judgement",
        "acc_norm,none": 0.6256684491978609,
        "acc_norm_stderr,none": 0.0354849234134303
    },
    "leaderboard_bbh_date_understanding": {
        "alias": "  - leaderboard_bbh_date_understanding",
        "acc_norm,none": 0.524,
        "acc_norm_stderr,none": 0.03164968895968774
    },
    "leaderboard_bbh_disambiguation_qa": {
        "alias": "  - leaderboard_bbh_disambiguation_qa",
        "acc_norm,none": 0.656,
        "acc_norm_stderr,none": 0.03010450339231644
    },
    "leaderboard_bbh_formal_fallacies": {
        "alias": "  - leaderboard_bbh_formal_fallacies",
        "acc_norm,none": 0.624,
        "acc_norm_stderr,none": 0.03069633626739458
    },
    "leaderboard_bbh_geometric_shapes": {
        "alias": "  - leaderboard_bbh_geometric_shapes",
        "acc_norm,none": 0.532,
        "acc_norm_stderr,none": 0.031621252575725574
    },
    "leaderboard_bbh_hyperbaton": {
        "alias": "  - leaderboard_bbh_hyperbaton",
        "acc_norm,none": 0.704,
        "acc_norm_stderr,none": 0.028928939388379697
    },
    "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": 0.548,
        "acc_norm_stderr,none": 0.03153986449255664
    },
    "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": 0.624,
        "acc_norm_stderr,none": 0.03069633626739458
    },
    "leaderboard_bbh_navigate": {
        "alias": "  - leaderboard_bbh_navigate",
        "acc_norm,none": 0.508,
        "acc_norm_stderr,none": 0.03168215643141386
    },
    "leaderboard_bbh_object_counting": {
        "alias": "  - leaderboard_bbh_object_counting",
        "acc_norm,none": 0.476,
        "acc_norm_stderr,none": 0.03164968895968774
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "alias": "  - leaderboard_bbh_penguins_in_a_table",
        "acc_norm,none": 0.6027397260273972,
        "acc_norm_stderr,none": 0.040636704038880346
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
        "acc_norm,none": 0.628,
        "acc_norm_stderr,none": 0.03063032594455827
    },
    "leaderboard_bbh_ruin_names": {
        "alias": "  - leaderboard_bbh_ruin_names",
        "acc_norm,none": 0.588,
        "acc_norm_stderr,none": 0.031191596026022818
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "alias": "  - leaderboard_bbh_salient_translation_error_detection",
        "acc_norm,none": 0.508,
        "acc_norm_stderr,none": 0.03168215643141386
    },
    "leaderboard_bbh_snarks": {
        "alias": "  - leaderboard_bbh_snarks",
        "acc_norm,none": 0.7584269662921348,
        "acc_norm_stderr,none": 0.032173216138332565
    },
    "leaderboard_bbh_sports_understanding": {
        "alias": "  - leaderboard_bbh_sports_understanding",
        "acc_norm,none": 0.792,
        "acc_norm_stderr,none": 0.025721398901416368
    },
    "leaderboard_bbh_temporal_sequences": {
        "alias": "  - leaderboard_bbh_temporal_sequences",
        "acc_norm,none": 0.276,
        "acc_norm_stderr,none": 0.02832853727421142
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
        "acc_norm,none": 0.14,
        "acc_norm_stderr,none": 0.021989409645240245
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
        "acc_norm,none": 0.108,
        "acc_norm_stderr,none": 0.019669559381568776
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
        "acc_norm,none": 0.308,
        "acc_norm_stderr,none": 0.02925692860650181
    },
    "leaderboard_bbh_web_of_lies": {
        "alias": "  - leaderboard_bbh_web_of_lies",
        "acc_norm,none": 0.488,
        "acc_norm_stderr,none": 0.03167708558254714
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.3070469798657718,
        "acc_norm_stderr,none": 0.013376649184257825,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "alias": "  - leaderboard_gpqa_diamond",
        "acc_norm,none": 0.30303030303030304,
        "acc_norm_stderr,none": 0.03274287914026869
    },
    "leaderboard_gpqa_extended": {
        "alias": "  - leaderboard_gpqa_extended",
        "acc_norm,none": 0.31135531135531136,
        "acc_norm_stderr,none": 0.019834784635900788
    },
    "leaderboard_gpqa_main": {
        "alias": "  - leaderboard_gpqa_main",
        "acc_norm,none": 0.30357142857142855,
        "acc_norm_stderr,none": 0.021747782232917543
    },
    "leaderboard_ifeval": {
        "alias": " - leaderboard_ifeval",
        "prompt_level_strict_acc,none": 0.48613678373382624,
        "prompt_level_strict_acc_stderr,none": 0.021508302067856106,
        "inst_level_strict_acc,none": 0.5983213429256595,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.5138632162661737,
        "prompt_level_loose_acc_stderr,none": 0.0215083020678561,
        "inst_level_loose_acc,none": 0.6247002398081535,
        "inst_level_loose_acc_stderr,none": "N/A"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.0037764350453172208,
        "exact_match_stderr,none": 0.001682766278303319,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "alias": "  - leaderboard_math_algebra_hard",
        "exact_match,none": 0.0,
        "exact_match_stderr,none": 0.0
    },
    "leaderboard_math_counting_and_prob_hard": {
        "alias": "  - leaderboard_math_counting_and_prob_hard",
        "exact_match,none": 0.008130081300813009,
        "exact_match_stderr,none": 0.008130081300813007
    },
    "leaderboard_math_geometry_hard": {
        "alias": "  - leaderboard_math_geometry_hard",
        "exact_match,none": 0.007575757575757576,
        "exact_match_stderr,none": 0.007575757575757577
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "alias": "  - leaderboard_math_intermediate_algebra_hard",
        "exact_match,none": 0.0,
        "exact_match_stderr,none": 0.0
    },
    "leaderboard_math_num_theory_hard": {
        "alias": "  - leaderboard_math_num_theory_hard",
        "exact_match,none": 0.0,
        "exact_match_stderr,none": 0.0
    },
    "leaderboard_math_prealgebra_hard": {
        "alias": "  - leaderboard_math_prealgebra_hard",
        "exact_match,none": 0.015544041450777202,
        "exact_match_stderr,none": 0.00892749271508434
    },
    "leaderboard_math_precalculus_hard": {
        "alias": "  - leaderboard_math_precalculus_hard",
        "exact_match,none": 0.0,
        "exact_match_stderr,none": 0.0
    },
    "leaderboard_mmlu_pro": {
        "alias": " - leaderboard_mmlu_pro",
        "acc,none": 0.417719414893617,
        "acc_stderr,none": 0.004496324243495729
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.4246031746031746,
        "acc_norm_stderr,none": 0.017721524546334137,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "alias": "  - leaderboard_musr_murder_mysteries",
        "acc_norm,none": 0.528,
        "acc_norm_stderr,none": 0.031636489531544396
    },
    "leaderboard_musr_object_placements": {
        "alias": "  - leaderboard_musr_object_placements",
        "acc_norm,none": 0.3125,
        "acc_norm_stderr,none": 0.0290262727508015
    },
    "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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Source Data

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Users should be made aware of the risks, biases and limitations of the dataset. More information needed for further recommendations.

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