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Dataset Card for Evaluation run of BlackBeenie/Neos-Llama-3.1-base

Dataset automatically created during the evaluation run of model BlackBeenie/Neos-Llama-3.1-base 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/BlackBeenie__Neos-Llama-3.1-base-details",
    name="BlackBeenie__Neos-Llama-3.1-base__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-11-11T14-31-42.592878 (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_loose_acc,none": 0.23741007194244604,
            "inst_level_loose_acc_stderr,none": "N/A",
            "prompt_level_strict_acc,none": 0.11275415896487985,
            "prompt_level_strict_acc_stderr,none": 0.013611042535042835,
            "acc_norm,none": 0.2870670644700999,
            "acc_norm_stderr,none": 0.0049272526681488306,
            "exact_match,none": 0.0,
            "exact_match_stderr,none": 0.0,
            "inst_level_strict_acc,none": 0.23741007194244604,
            "inst_level_strict_acc_stderr,none": "N/A",
            "acc,none": 0.11120345744680851,
            "acc_stderr,none": 0.0028662195897767927,
            "prompt_level_loose_acc,none": 0.11460258780036968,
            "prompt_level_loose_acc_stderr,none": 0.013707853566060982,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.2891859052247874,
            "acc_norm_stderr,none": 0.005660086770636468,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "alias": "  - leaderboard_bbh_boolean_expressions",
            "acc_norm,none": 0.46,
            "acc_norm_stderr,none": 0.031584653891499004
        },
        "leaderboard_bbh_causal_judgement": {
            "alias": "  - leaderboard_bbh_causal_judgement",
            "acc_norm,none": 0.5187165775401069,
            "acc_norm_stderr,none": 0.03663608375537843
        },
        "leaderboard_bbh_date_understanding": {
            "alias": "  - leaderboard_bbh_date_understanding",
            "acc_norm,none": 0.192,
            "acc_norm_stderr,none": 0.024960691989171963
        },
        "leaderboard_bbh_disambiguation_qa": {
            "alias": "  - leaderboard_bbh_disambiguation_qa",
            "acc_norm,none": 0.312,
            "acc_norm_stderr,none": 0.02936106757521985
        },
        "leaderboard_bbh_formal_fallacies": {
            "alias": "  - leaderboard_bbh_formal_fallacies",
            "acc_norm,none": 0.468,
            "acc_norm_stderr,none": 0.03162125257572558
        },
        "leaderboard_bbh_geometric_shapes": {
            "alias": "  - leaderboard_bbh_geometric_shapes",
            "acc_norm,none": 0.032,
            "acc_norm_stderr,none": 0.011153546809230811
        },
        "leaderboard_bbh_hyperbaton": {
            "alias": "  - leaderboard_bbh_hyperbaton",
            "acc_norm,none": 0.484,
            "acc_norm_stderr,none": 0.03166998503010743
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
            "acc_norm,none": 0.212,
            "acc_norm_stderr,none": 0.025901884690541117
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
            "acc_norm,none": 0.156,
            "acc_norm_stderr,none": 0.022995023034068682
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
            "acc_norm,none": 0.32,
            "acc_norm_stderr,none": 0.029561724955240978
        },
        "leaderboard_bbh_movie_recommendation": {
            "alias": "  - leaderboard_bbh_movie_recommendation",
            "acc_norm,none": 0.252,
            "acc_norm_stderr,none": 0.027513851933031318
        },
        "leaderboard_bbh_navigate": {
            "alias": "  - leaderboard_bbh_navigate",
            "acc_norm,none": 0.42,
            "acc_norm_stderr,none": 0.03127799950463661
        },
        "leaderboard_bbh_object_counting": {
            "alias": "  - leaderboard_bbh_object_counting",
            "acc_norm,none": 0.04,
            "acc_norm_stderr,none": 0.012418408411301325
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "alias": "  - leaderboard_bbh_penguins_in_a_table",
            "acc_norm,none": 0.2534246575342466,
            "acc_norm_stderr,none": 0.03612245461624575
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
            "acc_norm,none": 0.044,
            "acc_norm_stderr,none": 0.012997373846574952
        },
        "leaderboard_bbh_ruin_names": {
            "alias": "  - leaderboard_bbh_ruin_names",
            "acc_norm,none": 0.28,
            "acc_norm_stderr,none": 0.02845414827783231
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "alias": "  - leaderboard_bbh_salient_translation_error_detection",
            "acc_norm,none": 0.224,
            "acc_norm_stderr,none": 0.026421361687347884
        },
        "leaderboard_bbh_snarks": {
            "alias": "  - leaderboard_bbh_snarks",
            "acc_norm,none": 0.4606741573033708,
            "acc_norm_stderr,none": 0.03746587736387869
        },
        "leaderboard_bbh_sports_understanding": {
            "alias": "  - leaderboard_bbh_sports_understanding",
            "acc_norm,none": 0.46,
            "acc_norm_stderr,none": 0.031584653891499004
        },
        "leaderboard_bbh_temporal_sequences": {
            "alias": "  - leaderboard_bbh_temporal_sequences",
            "acc_norm,none": 0.284,
            "acc_norm_stderr,none": 0.02857695873043744
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
            "acc_norm,none": 0.204,
            "acc_norm_stderr,none": 0.025537121574548162
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
            "acc_norm,none": 0.152,
            "acc_norm_stderr,none": 0.022752024491765464
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
            "acc_norm,none": 0.316,
            "acc_norm_stderr,none": 0.029462657598578648
        },
        "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": 0.23741610738255034,
            "acc_norm_stderr,none": 0.012332344329632905,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "alias": "  - leaderboard_gpqa_diamond",
            "acc_norm,none": 0.24242424242424243,
            "acc_norm_stderr,none": 0.030532892233932022
        },
        "leaderboard_gpqa_extended": {
            "alias": "  - leaderboard_gpqa_extended",
            "acc_norm,none": 0.2509157509157509,
            "acc_norm_stderr,none": 0.018570818425352315
        },
        "leaderboard_gpqa_main": {
            "alias": "  - leaderboard_gpqa_main",
            "acc_norm,none": 0.21875,
            "acc_norm_stderr,none": 0.019553084830742445
        },
        "leaderboard_ifeval": {
            "alias": " - leaderboard_ifeval",
            "prompt_level_strict_acc,none": 0.11275415896487985,
            "prompt_level_strict_acc_stderr,none": 0.013611042535042835,
            "inst_level_strict_acc,none": 0.23741007194244604,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.11460258780036968,
            "prompt_level_loose_acc_stderr,none": 0.013707853566060982,
            "inst_level_loose_acc,none": 0.23741007194244604,
            "inst_level_loose_acc_stderr,none": "N/A"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.0,
            "exact_match_stderr,none": 0.0,
            "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": 0.0,
            "exact_match_stderr,none": 0.0
        },
        "leaderboard_math_geometry_hard": {
            "alias": "  - leaderboard_math_geometry_hard",
            "exact_match,none": 0.0,
            "exact_match_stderr,none": 0.0
        },
        "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": 0.0,
            "exact_match_stderr,none": 0.0
        },
        "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": 0.11120345744680851,
            "acc_stderr,none": 0.0028662195897767927
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.3492063492063492,
            "acc_norm_stderr,none": 0.016910817569726316,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "alias": "  - leaderboard_musr_murder_mysteries",
            "acc_norm,none": 0.504,
            "acc_norm_stderr,none": 0.0316851985511992
        },
        "leaderboard_musr_object_placements": {
            "alias": "  - leaderboard_musr_object_placements",
            "acc_norm,none": 0.26171875,
            "acc_norm_stderr,none": 0.027526959754524398
        },
        "leaderboard_musr_team_allocation": {
            "alias": "  - leaderboard_musr_team_allocation",
            "acc_norm,none": 0.284,
            "acc_norm_stderr,none": 0.02857695873043744
        }
    },
    "leaderboard": {
        "inst_level_loose_acc,none": 0.23741007194244604,
        "inst_level_loose_acc_stderr,none": "N/A",
        "prompt_level_strict_acc,none": 0.11275415896487985,
        "prompt_level_strict_acc_stderr,none": 0.013611042535042835,
        "acc_norm,none": 0.2870670644700999,
        "acc_norm_stderr,none": 0.0049272526681488306,
        "exact_match,none": 0.0,
        "exact_match_stderr,none": 0.0,
        "inst_level_strict_acc,none": 0.23741007194244604,
        "inst_level_strict_acc_stderr,none": "N/A",
        "acc,none": 0.11120345744680851,
        "acc_stderr,none": 0.0028662195897767927,
        "prompt_level_loose_acc,none": 0.11460258780036968,
        "prompt_level_loose_acc_stderr,none": 0.013707853566060982,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.2891859052247874,
        "acc_norm_stderr,none": 0.005660086770636468,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "alias": "  - leaderboard_bbh_boolean_expressions",
        "acc_norm,none": 0.46,
        "acc_norm_stderr,none": 0.031584653891499004
    },
    "leaderboard_bbh_causal_judgement": {
        "alias": "  - leaderboard_bbh_causal_judgement",
        "acc_norm,none": 0.5187165775401069,
        "acc_norm_stderr,none": 0.03663608375537843
    },
    "leaderboard_bbh_date_understanding": {
        "alias": "  - leaderboard_bbh_date_understanding",
        "acc_norm,none": 0.192,
        "acc_norm_stderr,none": 0.024960691989171963
    },
    "leaderboard_bbh_disambiguation_qa": {
        "alias": "  - leaderboard_bbh_disambiguation_qa",
        "acc_norm,none": 0.312,
        "acc_norm_stderr,none": 0.02936106757521985
    },
    "leaderboard_bbh_formal_fallacies": {
        "alias": "  - leaderboard_bbh_formal_fallacies",
        "acc_norm,none": 0.468,
        "acc_norm_stderr,none": 0.03162125257572558
    },
    "leaderboard_bbh_geometric_shapes": {
        "alias": "  - leaderboard_bbh_geometric_shapes",
        "acc_norm,none": 0.032,
        "acc_norm_stderr,none": 0.011153546809230811
    },
    "leaderboard_bbh_hyperbaton": {
        "alias": "  - leaderboard_bbh_hyperbaton",
        "acc_norm,none": 0.484,
        "acc_norm_stderr,none": 0.03166998503010743
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
        "acc_norm,none": 0.212,
        "acc_norm_stderr,none": 0.025901884690541117
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
        "acc_norm,none": 0.156,
        "acc_norm_stderr,none": 0.022995023034068682
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
        "acc_norm,none": 0.32,
        "acc_norm_stderr,none": 0.029561724955240978
    },
    "leaderboard_bbh_movie_recommendation": {
        "alias": "  - leaderboard_bbh_movie_recommendation",
        "acc_norm,none": 0.252,
        "acc_norm_stderr,none": 0.027513851933031318
    },
    "leaderboard_bbh_navigate": {
        "alias": "  - leaderboard_bbh_navigate",
        "acc_norm,none": 0.42,
        "acc_norm_stderr,none": 0.03127799950463661
    },
    "leaderboard_bbh_object_counting": {
        "alias": "  - leaderboard_bbh_object_counting",
        "acc_norm,none": 0.04,
        "acc_norm_stderr,none": 0.012418408411301325
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "alias": "  - leaderboard_bbh_penguins_in_a_table",
        "acc_norm,none": 0.2534246575342466,
        "acc_norm_stderr,none": 0.03612245461624575
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
        "acc_norm,none": 0.044,
        "acc_norm_stderr,none": 0.012997373846574952
    },
    "leaderboard_bbh_ruin_names": {
        "alias": "  - leaderboard_bbh_ruin_names",
        "acc_norm,none": 0.28,
        "acc_norm_stderr,none": 0.02845414827783231
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "alias": "  - leaderboard_bbh_salient_translation_error_detection",
        "acc_norm,none": 0.224,
        "acc_norm_stderr,none": 0.026421361687347884
    },
    "leaderboard_bbh_snarks": {
        "alias": "  - leaderboard_bbh_snarks",
        "acc_norm,none": 0.4606741573033708,
        "acc_norm_stderr,none": 0.03746587736387869
    },
    "leaderboard_bbh_sports_understanding": {
        "alias": "  - leaderboard_bbh_sports_understanding",
        "acc_norm,none": 0.46,
        "acc_norm_stderr,none": 0.031584653891499004
    },
    "leaderboard_bbh_temporal_sequences": {
        "alias": "  - leaderboard_bbh_temporal_sequences",
        "acc_norm,none": 0.284,
        "acc_norm_stderr,none": 0.02857695873043744
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
        "acc_norm,none": 0.204,
        "acc_norm_stderr,none": 0.025537121574548162
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
        "acc_norm,none": 0.152,
        "acc_norm_stderr,none": 0.022752024491765464
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
        "acc_norm,none": 0.316,
        "acc_norm_stderr,none": 0.029462657598578648
    },
    "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": 0.23741610738255034,
        "acc_norm_stderr,none": 0.012332344329632905,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "alias": "  - leaderboard_gpqa_diamond",
        "acc_norm,none": 0.24242424242424243,
        "acc_norm_stderr,none": 0.030532892233932022
    },
    "leaderboard_gpqa_extended": {
        "alias": "  - leaderboard_gpqa_extended",
        "acc_norm,none": 0.2509157509157509,
        "acc_norm_stderr,none": 0.018570818425352315
    },
    "leaderboard_gpqa_main": {
        "alias": "  - leaderboard_gpqa_main",
        "acc_norm,none": 0.21875,
        "acc_norm_stderr,none": 0.019553084830742445
    },
    "leaderboard_ifeval": {
        "alias": " - leaderboard_ifeval",
        "prompt_level_strict_acc,none": 0.11275415896487985,
        "prompt_level_strict_acc_stderr,none": 0.013611042535042835,
        "inst_level_strict_acc,none": 0.23741007194244604,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.11460258780036968,
        "prompt_level_loose_acc_stderr,none": 0.013707853566060982,
        "inst_level_loose_acc,none": 0.23741007194244604,
        "inst_level_loose_acc_stderr,none": "N/A"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.0,
        "exact_match_stderr,none": 0.0,
        "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": 0.0,
        "exact_match_stderr,none": 0.0
    },
    "leaderboard_math_geometry_hard": {
        "alias": "  - leaderboard_math_geometry_hard",
        "exact_match,none": 0.0,
        "exact_match_stderr,none": 0.0
    },
    "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": 0.0,
        "exact_match_stderr,none": 0.0
    },
    "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": 0.11120345744680851,
        "acc_stderr,none": 0.0028662195897767927
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.3492063492063492,
        "acc_norm_stderr,none": 0.016910817569726316,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "alias": "  - leaderboard_musr_murder_mysteries",
        "acc_norm,none": 0.504,
        "acc_norm_stderr,none": 0.0316851985511992
    },
    "leaderboard_musr_object_placements": {
        "alias": "  - leaderboard_musr_object_placements",
        "acc_norm,none": 0.26171875,
        "acc_norm_stderr,none": 0.027526959754524398
    },
    "leaderboard_musr_team_allocation": {
        "alias": "  - leaderboard_musr_team_allocation",
        "acc_norm,none": 0.284,
        "acc_norm_stderr,none": 0.02857695873043744
    }
}

Dataset Details

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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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