open-llm-leaderboard/Nexesenex__Llama_3.1_8b_DeepDive_3_Prev_v1.0-details

Dataset Card for Evaluation run of Nexesenex/Llama_3.1_8b_DeepDive_3_Prev_v1.0

Dataset automatically created during the evaluation run of model Nexesenex/Llama_3.1_8b_DeepDive_3_Prev_v1.0 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/Nexesenex__Llama_3.1_8b_DeepDive_3_Prev_v1.0-details",
    name="Nexesenex__Llama_3.1_8b_DeepDive_3_Prev_v1.0__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2025-02-28T08-52-04.418285 (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": 0.34375,
            "acc_stderr,none": 0.004330172007955987,
            "prompt_level_strict_acc,none": 0.634011090573013,
            "prompt_level_strict_acc_stderr,none": 0.02072934168450657,
            "inst_level_strict_acc,none": 0.7278177458033573,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.66728280961183,
            "prompt_level_loose_acc_stderr,none": 0.020276626829210515,
            "acc_norm,none": 0.4651705798417434,
            "acc_norm_stderr,none": 0.005313974617743876,
            "inst_level_loose_acc,none": 0.7577937649880095,
            "inst_level_loose_acc_stderr,none": "N/A",
            "exact_match,none": 0.1865558912386707,
            "exact_match_stderr,none": 0.010060336314987952,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.5141468495052942,
            "acc_norm_stderr,none": 0.006188948496744509,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "alias": "  - leaderboard_bbh_boolean_expressions",
            "acc_norm,none": 0.82,
            "acc_norm_stderr,none": 0.02434689065029351
        },
        "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": 0.432,
            "acc_norm_stderr,none": 0.03139181076542942
        },
        "leaderboard_bbh_disambiguation_qa": {
            "alias": "  - leaderboard_bbh_disambiguation_qa",
            "acc_norm,none": 0.604,
            "acc_norm_stderr,none": 0.030993197854577898
        },
        "leaderboard_bbh_formal_fallacies": {
            "alias": "  - leaderboard_bbh_formal_fallacies",
            "acc_norm,none": 0.536,
            "acc_norm_stderr,none": 0.031603975145223735
        },
        "leaderboard_bbh_geometric_shapes": {
            "alias": "  - leaderboard_bbh_geometric_shapes",
            "acc_norm,none": 0.348,
            "acc_norm_stderr,none": 0.030186568464511673
        },
        "leaderboard_bbh_hyperbaton": {
            "alias": "  - leaderboard_bbh_hyperbaton",
            "acc_norm,none": 0.692,
            "acc_norm_stderr,none": 0.02925692860650181
        },
        "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": 0.46,
            "acc_norm_stderr,none": 0.031584653891499004
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
            "acc_norm,none": 0.552,
            "acc_norm_stderr,none": 0.03151438761115348
        },
        "leaderboard_bbh_movie_recommendation": {
            "alias": "  - leaderboard_bbh_movie_recommendation",
            "acc_norm,none": 0.688,
            "acc_norm_stderr,none": 0.029361067575219852
        },
        "leaderboard_bbh_navigate": {
            "alias": "  - leaderboard_bbh_navigate",
            "acc_norm,none": 0.656,
            "acc_norm_stderr,none": 0.03010450339231644
        },
        "leaderboard_bbh_object_counting": {
            "alias": "  - leaderboard_bbh_object_counting",
            "acc_norm,none": 0.464,
            "acc_norm_stderr,none": 0.03160397514522374
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "alias": "  - leaderboard_bbh_penguins_in_a_table",
            "acc_norm,none": 0.5,
            "acc_norm_stderr,none": 0.041522739926869986
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
            "acc_norm,none": 0.612,
            "acc_norm_stderr,none": 0.030881038748993974
        },
        "leaderboard_bbh_ruin_names": {
            "alias": "  - leaderboard_bbh_ruin_names",
            "acc_norm,none": 0.768,
            "acc_norm_stderr,none": 0.026750070374865202
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "alias": "  - leaderboard_bbh_salient_translation_error_detection",
            "acc_norm,none": 0.396,
            "acc_norm_stderr,none": 0.030993197854577898
        },
        "leaderboard_bbh_snarks": {
            "alias": "  - leaderboard_bbh_snarks",
            "acc_norm,none": 0.550561797752809,
            "acc_norm_stderr,none": 0.037389649660569645
        },
        "leaderboard_bbh_sports_understanding": {
            "alias": "  - leaderboard_bbh_sports_understanding",
            "acc_norm,none": 0.752,
            "acc_norm_stderr,none": 0.027367497504863593
        },
        "leaderboard_bbh_temporal_sequences": {
            "alias": "  - leaderboard_bbh_temporal_sequences",
            "acc_norm,none": 0.4,
            "acc_norm_stderr,none": 0.031046021028253316
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
            "acc_norm,none": 0.168,
            "acc_norm_stderr,none": 0.023692813205492536
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
            "acc_norm,none": 0.172,
            "acc_norm_stderr,none": 0.02391551394448624
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
            "acc_norm,none": 0.296,
            "acc_norm_stderr,none": 0.028928939388379694
        },
        "leaderboard_bbh_web_of_lies": {
            "alias": "  - leaderboard_bbh_web_of_lies",
            "acc_norm,none": 0.484,
            "acc_norm_stderr,none": 0.03166998503010743
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.2911073825503356,
            "acc_norm_stderr,none": 0.013161667221791778,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "alias": "  - leaderboard_gpqa_diamond",
            "acc_norm,none": 0.3282828282828283,
            "acc_norm_stderr,none": 0.03345678422756777
        },
        "leaderboard_gpqa_extended": {
            "alias": "  - leaderboard_gpqa_extended",
            "acc_norm,none": 0.27289377289377287,
            "acc_norm_stderr,none": 0.019080840171987832
        },
        "leaderboard_gpqa_main": {
            "alias": "  - leaderboard_gpqa_main",
            "acc_norm,none": 0.296875,
            "acc_norm_stderr,none": 0.021609729061250887
        },
        "leaderboard_ifeval": {
            "alias": " - leaderboard_ifeval",
            "prompt_level_strict_acc,none": 0.634011090573013,
            "prompt_level_strict_acc_stderr,none": 0.02072934168450657,
            "inst_level_strict_acc,none": 0.7278177458033573,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.66728280961183,
            "prompt_level_loose_acc_stderr,none": 0.020276626829210515,
            "inst_level_loose_acc,none": 0.7577937649880095,
            "inst_level_loose_acc_stderr,none": "N/A"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.1865558912386707,
            "exact_match_stderr,none": 0.010060336314987952,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "alias": "  - leaderboard_math_algebra_hard",
            "exact_match,none": 0.33876221498371334,
            "exact_match_stderr,none": 0.02705612519798234
        },
        "leaderboard_math_counting_and_prob_hard": {
            "alias": "  - leaderboard_math_counting_and_prob_hard",
            "exact_match,none": 0.0975609756097561,
            "exact_match_stderr,none": 0.026863777740489123
        },
        "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": 0.060714285714285714,
            "exact_match_stderr,none": 0.014296910615037503
        },
        "leaderboard_math_num_theory_hard": {
            "alias": "  - leaderboard_math_num_theory_hard",
            "exact_match,none": 0.15584415584415584,
            "exact_match_stderr,none": 0.029323166122709
        },
        "leaderboard_math_prealgebra_hard": {
            "alias": "  - leaderboard_math_prealgebra_hard",
            "exact_match,none": 0.38341968911917096,
            "exact_match_stderr,none": 0.035089842362953455
        },
        "leaderboard_math_precalculus_hard": {
            "alias": "  - leaderboard_math_precalculus_hard",
            "exact_match,none": 0.06666666666666667,
            "exact_match_stderr,none": 0.021548664505181808
        },
        "leaderboard_mmlu_pro": {
            "alias": " - leaderboard_mmlu_pro",
            "acc,none": 0.34375,
            "acc_stderr,none": 0.004330172007955987
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.3664021164021164,
            "acc_norm_stderr,none": 0.016773828638031934,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "alias": "  - leaderboard_musr_murder_mysteries",
            "acc_norm,none": 0.552,
            "acc_norm_stderr,none": 0.03151438761115348
        },
        "leaderboard_musr_object_placements": {
            "alias": "  - leaderboard_musr_object_placements",
            "acc_norm,none": 0.34375,
            "acc_norm_stderr,none": 0.029743078779677763
        },
        "leaderboard_musr_team_allocation": {
            "alias": "  - leaderboard_musr_team_allocation",
            "acc_norm,none": 0.204,
            "acc_norm_stderr,none": 0.025537121574548162
        }
    },
    "leaderboard": {
        "acc,none": 0.34375,
        "acc_stderr,none": 0.004330172007955987,
        "prompt_level_strict_acc,none": 0.634011090573013,
        "prompt_level_strict_acc_stderr,none": 0.02072934168450657,
        "inst_level_strict_acc,none": 0.7278177458033573,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.66728280961183,
        "prompt_level_loose_acc_stderr,none": 0.020276626829210515,
        "acc_norm,none": 0.4651705798417434,
        "acc_norm_stderr,none": 0.005313974617743876,
        "inst_level_loose_acc,none": 0.7577937649880095,
        "inst_level_loose_acc_stderr,none": "N/A",
        "exact_match,none": 0.1865558912386707,
        "exact_match_stderr,none": 0.010060336314987952,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.5141468495052942,
        "acc_norm_stderr,none": 0.006188948496744509,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "alias": "  - leaderboard_bbh_boolean_expressions",
        "acc_norm,none": 0.82,
        "acc_norm_stderr,none": 0.02434689065029351
    },
    "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": 0.432,
        "acc_norm_stderr,none": 0.03139181076542942
    },
    "leaderboard_bbh_disambiguation_qa": {
        "alias": "  - leaderboard_bbh_disambiguation_qa",
        "acc_norm,none": 0.604,
        "acc_norm_stderr,none": 0.030993197854577898
    },
    "leaderboard_bbh_formal_fallacies": {
        "alias": "  - leaderboard_bbh_formal_fallacies",
        "acc_norm,none": 0.536,
        "acc_norm_stderr,none": 0.031603975145223735
    },
    "leaderboard_bbh_geometric_shapes": {
        "alias": "  - leaderboard_bbh_geometric_shapes",
        "acc_norm,none": 0.348,
        "acc_norm_stderr,none": 0.030186568464511673
    },
    "leaderboard_bbh_hyperbaton": {
        "alias": "  - leaderboard_bbh_hyperbaton",
        "acc_norm,none": 0.692,
        "acc_norm_stderr,none": 0.02925692860650181
    },
    "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": 0.46,
        "acc_norm_stderr,none": 0.031584653891499004
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
        "acc_norm,none": 0.552,
        "acc_norm_stderr,none": 0.03151438761115348
    },
    "leaderboard_bbh_movie_recommendation": {
        "alias": "  - leaderboard_bbh_movie_recommendation",
        "acc_norm,none": 0.688,
        "acc_norm_stderr,none": 0.029361067575219852
    },
    "leaderboard_bbh_navigate": {
        "alias": "  - leaderboard_bbh_navigate",
        "acc_norm,none": 0.656,
        "acc_norm_stderr,none": 0.03010450339231644
    },
    "leaderboard_bbh_object_counting": {
        "alias": "  - leaderboard_bbh_object_counting",
        "acc_norm,none": 0.464,
        "acc_norm_stderr,none": 0.03160397514522374
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "alias": "  - leaderboard_bbh_penguins_in_a_table",
        "acc_norm,none": 0.5,
        "acc_norm_stderr,none": 0.041522739926869986
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
        "acc_norm,none": 0.612,
        "acc_norm_stderr,none": 0.030881038748993974
    },
    "leaderboard_bbh_ruin_names": {
        "alias": "  - leaderboard_bbh_ruin_names",
        "acc_norm,none": 0.768,
        "acc_norm_stderr,none": 0.026750070374865202
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "alias": "  - leaderboard_bbh_salient_translation_error_detection",
        "acc_norm,none": 0.396,
        "acc_norm_stderr,none": 0.030993197854577898
    },
    "leaderboard_bbh_snarks": {
        "alias": "  - leaderboard_bbh_snarks",
        "acc_norm,none": 0.550561797752809,
        "acc_norm_stderr,none": 0.037389649660569645
    },
    "leaderboard_bbh_sports_understanding": {
        "alias": "  - leaderboard_bbh_sports_understanding",
        "acc_norm,none": 0.752,
        "acc_norm_stderr,none": 0.027367497504863593
    },
    "leaderboard_bbh_temporal_sequences": {
        "alias": "  - leaderboard_bbh_temporal_sequences",
        "acc_norm,none": 0.4,
        "acc_norm_stderr,none": 0.031046021028253316
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
        "acc_norm,none": 0.168,
        "acc_norm_stderr,none": 0.023692813205492536
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
        "acc_norm,none": 0.172,
        "acc_norm_stderr,none": 0.02391551394448624
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
        "acc_norm,none": 0.296,
        "acc_norm_stderr,none": 0.028928939388379694
    },
    "leaderboard_bbh_web_of_lies": {
        "alias": "  - leaderboard_bbh_web_of_lies",
        "acc_norm,none": 0.484,
        "acc_norm_stderr,none": 0.03166998503010743
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.2911073825503356,
        "acc_norm_stderr,none": 0.013161667221791778,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "alias": "  - leaderboard_gpqa_diamond",
        "acc_norm,none": 0.3282828282828283,
        "acc_norm_stderr,none": 0.03345678422756777
    },
    "leaderboard_gpqa_extended": {
        "alias": "  - leaderboard_gpqa_extended",
        "acc_norm,none": 0.27289377289377287,
        "acc_norm_stderr,none": 0.019080840171987832
    },
    "leaderboard_gpqa_main": {
        "alias": "  - leaderboard_gpqa_main",
        "acc_norm,none": 0.296875,
        "acc_norm_stderr,none": 0.021609729061250887
    },
    "leaderboard_ifeval": {
        "alias": " - leaderboard_ifeval",
        "prompt_level_strict_acc,none": 0.634011090573013,
        "prompt_level_strict_acc_stderr,none": 0.02072934168450657,
        "inst_level_strict_acc,none": 0.7278177458033573,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.66728280961183,
        "prompt_level_loose_acc_stderr,none": 0.020276626829210515,
        "inst_level_loose_acc,none": 0.7577937649880095,
        "inst_level_loose_acc_stderr,none": "N/A"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.1865558912386707,
        "exact_match_stderr,none": 0.010060336314987952,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "alias": "  - leaderboard_math_algebra_hard",
        "exact_match,none": 0.33876221498371334,
        "exact_match_stderr,none": 0.02705612519798234
    },
    "leaderboard_math_counting_and_prob_hard": {
        "alias": "  - leaderboard_math_counting_and_prob_hard",
        "exact_match,none": 0.0975609756097561,
        "exact_match_stderr,none": 0.026863777740489123
    },
    "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": 0.060714285714285714,
        "exact_match_stderr,none": 0.014296910615037503
    },
    "leaderboard_math_num_theory_hard": {
        "alias": "  - leaderboard_math_num_theory_hard",
        "exact_match,none": 0.15584415584415584,
        "exact_match_stderr,none": 0.029323166122709
    },
    "leaderboard_math_prealgebra_hard": {
        "alias": "  - leaderboard_math_prealgebra_hard",
        "exact_match,none": 0.38341968911917096,
        "exact_match_stderr,none": 0.035089842362953455
    },
    "leaderboard_math_precalculus_hard": {
        "alias": "  - leaderboard_math_precalculus_hard",
        "exact_match,none": 0.06666666666666667,
        "exact_match_stderr,none": 0.021548664505181808
    },
    "leaderboard_mmlu_pro": {
        "alias": " - leaderboard_mmlu_pro",
        "acc,none": 0.34375,
        "acc_stderr,none": 0.004330172007955987
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.3664021164021164,
        "acc_norm_stderr,none": 0.016773828638031934,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "alias": "  - leaderboard_musr_murder_mysteries",
        "acc_norm,none": 0.552,
        "acc_norm_stderr,none": 0.03151438761115348
    },
    "leaderboard_musr_object_placements": {
        "alias": "  - leaderboard_musr_object_placements",
        "acc_norm,none": 0.34375,
        "acc_norm_stderr,none": 0.029743078779677763
    },
    "leaderboard_musr_team_allocation": {
        "alias": "  - leaderboard_musr_team_allocation",
        "acc_norm,none": 0.204,
        "acc_norm_stderr,none": 0.025537121574548162
    }
}

Dataset Details

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