open-llm-leaderboard/alpindale__WizardLM-2-8x22B-details

Dataset Card for Evaluation run of alpindale/WizardLM-2-8x22B

Dataset automatically created during the evaluation run of model alpindale/WizardLM-2-8x22B The dataset is composed of 43 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/alpindale__WizardLM-2-8x22B-details",
    name="alpindale__WizardLM-2-8x22B__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-07-13T12-25-05.294760 (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": 0.592326139088729,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_strict_acc,none": 0.46210720887245843,
            "prompt_level_strict_acc_stderr,none": 0.021454695436204704,
            "acc,none": 0.45960771276595747,
            "acc_stderr,none": 0.004543571446247615,
            "inst_level_loose_acc,none": 0.6294964028776978,
            "inst_level_loose_acc_stderr,none": "N/A",
            "exact_match,none": 0.22280966767371602,
            "exact_match_stderr,none": 0.010796785487773915,
            "prompt_level_loose_acc,none": 0.5064695009242144,
            "prompt_level_loose_acc_stderr,none": 0.021514772941787056,
            "acc_norm,none": 0.5767284991568297,
            "acc_norm_stderr,none": 0.005150173756257456,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.6353063704218018,
            "acc_norm_stderr,none": 0.005800405859197786,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "acc_norm,none": 0.9,
            "acc_norm_stderr,none": 0.019011727515734368,
            "alias": "  - leaderboard_bbh_boolean_expressions"
        },
        "leaderboard_bbh_causal_judgement": {
            "acc_norm,none": 0.6310160427807486,
            "acc_norm_stderr,none": 0.03538078548260321,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.684,
            "acc_norm_stderr,none": 0.029462657598578686,
            "alias": "  - leaderboard_bbh_date_understanding"
        },
        "leaderboard_bbh_disambiguation_qa": {
            "acc_norm,none": 0.672,
            "acc_norm_stderr,none": 0.02975239182447539,
            "alias": "  - leaderboard_bbh_disambiguation_qa"
        },
        "leaderboard_bbh_formal_fallacies": {
            "acc_norm,none": 0.744,
            "acc_norm_stderr,none": 0.027657108718204915,
            "alias": "  - leaderboard_bbh_formal_fallacies"
        },
        "leaderboard_bbh_geometric_shapes": {
            "acc_norm,none": 0.4,
            "acc_norm_stderr,none": 0.03104602102825324,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.752,
            "acc_norm_stderr,none": 0.027367497504863555,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.54,
            "acc_norm_stderr,none": 0.031584653891499004,
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "acc_norm,none": 0.56,
            "acc_norm_stderr,none": 0.03145724452223564,
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "acc_norm,none": 0.808,
            "acc_norm_stderr,none": 0.024960691989172005,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.892,
            "acc_norm_stderr,none": 0.01966955938156875,
            "alias": "  - leaderboard_bbh_movie_recommendation"
        },
        "leaderboard_bbh_navigate": {
            "acc_norm,none": 0.608,
            "acc_norm_stderr,none": 0.030938207620401195,
            "alias": "  - leaderboard_bbh_navigate"
        },
        "leaderboard_bbh_object_counting": {
            "acc_norm,none": 0.472,
            "acc_norm_stderr,none": 0.0316364895315444,
            "alias": "  - leaderboard_bbh_object_counting"
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "acc_norm,none": 0.6575342465753424,
            "acc_norm_stderr,none": 0.03940794258783978,
            "alias": "  - leaderboard_bbh_penguins_in_a_table"
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "acc_norm,none": 0.7,
            "acc_norm_stderr,none": 0.029040893477575852,
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
        },
        "leaderboard_bbh_ruin_names": {
            "acc_norm,none": 0.744,
            "acc_norm_stderr,none": 0.027657108718204912,
            "alias": "  - leaderboard_bbh_ruin_names"
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "acc_norm,none": 0.62,
            "acc_norm_stderr,none": 0.03076011604262604,
            "alias": "  - leaderboard_bbh_salient_translation_error_detection"
        },
        "leaderboard_bbh_snarks": {
            "acc_norm,none": 0.8089887640449438,
            "acc_norm_stderr,none": 0.029547046053276602,
            "alias": "  - leaderboard_bbh_snarks"
        },
        "leaderboard_bbh_sports_understanding": {
            "acc_norm,none": 0.888,
            "acc_norm_stderr,none": 0.019985536939171444,
            "alias": "  - leaderboard_bbh_sports_understanding"
        },
        "leaderboard_bbh_temporal_sequences": {
            "acc_norm,none": 0.876,
            "acc_norm_stderr,none": 0.02088638225867326,
            "alias": "  - leaderboard_bbh_temporal_sequences"
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "acc_norm,none": 0.212,
            "acc_norm_stderr,none": 0.02590188469054116,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "acc_norm,none": 0.208,
            "acc_norm_stderr,none": 0.02572139890141639,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "acc_norm,none": 0.368,
            "acc_norm_stderr,none": 0.030562070620993163,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
        },
        "leaderboard_bbh_web_of_lies": {
            "acc_norm,none": 0.56,
            "acc_norm_stderr,none": 0.03145724452223563,
            "alias": "  - leaderboard_bbh_web_of_lies"
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.38171140939597314,
            "acc_norm_stderr,none": 0.014088231543627223,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "acc_norm,none": 0.3838383838383838,
            "acc_norm_stderr,none": 0.034648816750163396,
            "alias": "  - leaderboard_gpqa_diamond"
        },
        "leaderboard_gpqa_extended": {
            "acc_norm,none": 0.3772893772893773,
            "acc_norm_stderr,none": 0.020762620924600645,
            "alias": "  - leaderboard_gpqa_extended"
        },
        "leaderboard_gpqa_main": {
            "acc_norm,none": 0.3861607142857143,
            "acc_norm_stderr,none": 0.02302807434668529,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.46210720887245843,
            "prompt_level_strict_acc_stderr,none": 0.021454695436204704,
            "inst_level_strict_acc,none": 0.592326139088729,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.5064695009242144,
            "prompt_level_loose_acc_stderr,none": 0.021514772941787056,
            "inst_level_loose_acc,none": 0.6294964028776978,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": " - leaderboard_ifeval"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.22280966767371602,
            "exact_match_stderr,none": 0.010796785487773915,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "exact_match,none": 0.39087947882736157,
            "exact_match_stderr,none": 0.02789409897647146,
            "alias": "  - leaderboard_math_algebra_hard"
        },
        "leaderboard_math_counting_and_prob_hard": {
            "exact_match,none": 0.13821138211382114,
            "exact_match_stderr,none": 0.03124585165489032,
            "alias": "  - leaderboard_math_counting_and_prob_hard"
        },
        "leaderboard_math_geometry_hard": {
            "exact_match,none": 0.09848484848484848,
            "exact_match_stderr,none": 0.026033680930226365,
            "alias": "  - leaderboard_math_geometry_hard"
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "exact_match,none": 0.075,
            "exact_match_stderr,none": 0.01576882728608868,
            "alias": "  - leaderboard_math_intermediate_algebra_hard"
        },
        "leaderboard_math_num_theory_hard": {
            "exact_match,none": 0.2077922077922078,
            "exact_match_stderr,none": 0.03280110453395388,
            "alias": "  - leaderboard_math_num_theory_hard"
        },
        "leaderboard_math_prealgebra_hard": {
            "exact_match,none": 0.40414507772020725,
            "exact_match_stderr,none": 0.0354150857888402,
            "alias": "  - leaderboard_math_prealgebra_hard"
        },
        "leaderboard_math_precalculus_hard": {
            "exact_match,none": 0.1037037037037037,
            "exact_match_stderr,none": 0.026337256617444457,
            "alias": "  - leaderboard_math_precalculus_hard"
        },
        "leaderboard_mmlu_pro": {
            "acc,none": 0.45960771276595747,
            "acc_stderr,none": 0.004543571446247616,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.43783068783068785,
            "acc_norm_stderr,none": 0.01763315753610751,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "acc_norm,none": 0.588,
            "acc_norm_stderr,none": 0.0311915960260229,
            "alias": "  - leaderboard_musr_murder_mysteries"
        },
        "leaderboard_musr_object_placements": {
            "acc_norm,none": 0.328125,
            "acc_norm_stderr,none": 0.029403146715355242,
            "alias": "  - leaderboard_musr_object_placements"
        },
        "leaderboard_musr_team_allocation": {
            "acc_norm,none": 0.4,
            "acc_norm_stderr,none": 0.03104602102825325,
            "alias": "  - leaderboard_musr_team_allocation"
        }
    },
    "leaderboard": {
        "inst_level_strict_acc,none": 0.592326139088729,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_strict_acc,none": 0.46210720887245843,
        "prompt_level_strict_acc_stderr,none": 0.021454695436204704,
        "acc,none": 0.45960771276595747,
        "acc_stderr,none": 0.004543571446247615,
        "inst_level_loose_acc,none": 0.6294964028776978,
        "inst_level_loose_acc_stderr,none": "N/A",
        "exact_match,none": 0.22280966767371602,
        "exact_match_stderr,none": 0.010796785487773915,
        "prompt_level_loose_acc,none": 0.5064695009242144,
        "prompt_level_loose_acc_stderr,none": 0.021514772941787056,
        "acc_norm,none": 0.5767284991568297,
        "acc_norm_stderr,none": 0.005150173756257456,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.6353063704218018,
        "acc_norm_stderr,none": 0.005800405859197786,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "acc_norm,none": 0.9,
        "acc_norm_stderr,none": 0.019011727515734368,
        "alias": "  - leaderboard_bbh_boolean_expressions"
    },
    "leaderboard_bbh_causal_judgement": {
        "acc_norm,none": 0.6310160427807486,
        "acc_norm_stderr,none": 0.03538078548260321,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.684,
        "acc_norm_stderr,none": 0.029462657598578686,
        "alias": "  - leaderboard_bbh_date_understanding"
    },
    "leaderboard_bbh_disambiguation_qa": {
        "acc_norm,none": 0.672,
        "acc_norm_stderr,none": 0.02975239182447539,
        "alias": "  - leaderboard_bbh_disambiguation_qa"
    },
    "leaderboard_bbh_formal_fallacies": {
        "acc_norm,none": 0.744,
        "acc_norm_stderr,none": 0.027657108718204915,
        "alias": "  - leaderboard_bbh_formal_fallacies"
    },
    "leaderboard_bbh_geometric_shapes": {
        "acc_norm,none": 0.4,
        "acc_norm_stderr,none": 0.03104602102825324,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.752,
        "acc_norm_stderr,none": 0.027367497504863555,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.54,
        "acc_norm_stderr,none": 0.031584653891499004,
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "acc_norm,none": 0.56,
        "acc_norm_stderr,none": 0.03145724452223564,
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "acc_norm,none": 0.808,
        "acc_norm_stderr,none": 0.024960691989172005,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.892,
        "acc_norm_stderr,none": 0.01966955938156875,
        "alias": "  - leaderboard_bbh_movie_recommendation"
    },
    "leaderboard_bbh_navigate": {
        "acc_norm,none": 0.608,
        "acc_norm_stderr,none": 0.030938207620401195,
        "alias": "  - leaderboard_bbh_navigate"
    },
    "leaderboard_bbh_object_counting": {
        "acc_norm,none": 0.472,
        "acc_norm_stderr,none": 0.0316364895315444,
        "alias": "  - leaderboard_bbh_object_counting"
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "acc_norm,none": 0.6575342465753424,
        "acc_norm_stderr,none": 0.03940794258783978,
        "alias": "  - leaderboard_bbh_penguins_in_a_table"
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "acc_norm,none": 0.7,
        "acc_norm_stderr,none": 0.029040893477575852,
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
    },
    "leaderboard_bbh_ruin_names": {
        "acc_norm,none": 0.744,
        "acc_norm_stderr,none": 0.027657108718204912,
        "alias": "  - leaderboard_bbh_ruin_names"
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "acc_norm,none": 0.62,
        "acc_norm_stderr,none": 0.03076011604262604,
        "alias": "  - leaderboard_bbh_salient_translation_error_detection"
    },
    "leaderboard_bbh_snarks": {
        "acc_norm,none": 0.8089887640449438,
        "acc_norm_stderr,none": 0.029547046053276602,
        "alias": "  - leaderboard_bbh_snarks"
    },
    "leaderboard_bbh_sports_understanding": {
        "acc_norm,none": 0.888,
        "acc_norm_stderr,none": 0.019985536939171444,
        "alias": "  - leaderboard_bbh_sports_understanding"
    },
    "leaderboard_bbh_temporal_sequences": {
        "acc_norm,none": 0.876,
        "acc_norm_stderr,none": 0.02088638225867326,
        "alias": "  - leaderboard_bbh_temporal_sequences"
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "acc_norm,none": 0.212,
        "acc_norm_stderr,none": 0.02590188469054116,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "acc_norm,none": 0.208,
        "acc_norm_stderr,none": 0.02572139890141639,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "acc_norm,none": 0.368,
        "acc_norm_stderr,none": 0.030562070620993163,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
    },
    "leaderboard_bbh_web_of_lies": {
        "acc_norm,none": 0.56,
        "acc_norm_stderr,none": 0.03145724452223563,
        "alias": "  - leaderboard_bbh_web_of_lies"
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.38171140939597314,
        "acc_norm_stderr,none": 0.014088231543627223,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "acc_norm,none": 0.3838383838383838,
        "acc_norm_stderr,none": 0.034648816750163396,
        "alias": "  - leaderboard_gpqa_diamond"
    },
    "leaderboard_gpqa_extended": {
        "acc_norm,none": 0.3772893772893773,
        "acc_norm_stderr,none": 0.020762620924600645,
        "alias": "  - leaderboard_gpqa_extended"
    },
    "leaderboard_gpqa_main": {
        "acc_norm,none": 0.3861607142857143,
        "acc_norm_stderr,none": 0.02302807434668529,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.46210720887245843,
        "prompt_level_strict_acc_stderr,none": 0.021454695436204704,
        "inst_level_strict_acc,none": 0.592326139088729,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.5064695009242144,
        "prompt_level_loose_acc_stderr,none": 0.021514772941787056,
        "inst_level_loose_acc,none": 0.6294964028776978,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": " - leaderboard_ifeval"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.22280966767371602,
        "exact_match_stderr,none": 0.010796785487773915,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "exact_match,none": 0.39087947882736157,
        "exact_match_stderr,none": 0.02789409897647146,
        "alias": "  - leaderboard_math_algebra_hard"
    },
    "leaderboard_math_counting_and_prob_hard": {
        "exact_match,none": 0.13821138211382114,
        "exact_match_stderr,none": 0.03124585165489032,
        "alias": "  - leaderboard_math_counting_and_prob_hard"
    },
    "leaderboard_math_geometry_hard": {
        "exact_match,none": 0.09848484848484848,
        "exact_match_stderr,none": 0.026033680930226365,
        "alias": "  - leaderboard_math_geometry_hard"
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "exact_match,none": 0.075,
        "exact_match_stderr,none": 0.01576882728608868,
        "alias": "  - leaderboard_math_intermediate_algebra_hard"
    },
    "leaderboard_math_num_theory_hard": {
        "exact_match,none": 0.2077922077922078,
        "exact_match_stderr,none": 0.03280110453395388,
        "alias": "  - leaderboard_math_num_theory_hard"
    },
    "leaderboard_math_prealgebra_hard": {
        "exact_match,none": 0.40414507772020725,
        "exact_match_stderr,none": 0.0354150857888402,
        "alias": "  - leaderboard_math_prealgebra_hard"
    },
    "leaderboard_math_precalculus_hard": {
        "exact_match,none": 0.1037037037037037,
        "exact_match_stderr,none": 0.026337256617444457,
        "alias": "  - leaderboard_math_precalculus_hard"
    },
    "leaderboard_mmlu_pro": {
        "acc,none": 0.45960771276595747,
        "acc_stderr,none": 0.004543571446247616,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.43783068783068785,
        "acc_norm_stderr,none": 0.01763315753610751,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "acc_norm,none": 0.588,
        "acc_norm_stderr,none": 0.0311915960260229,
        "alias": "  - leaderboard_musr_murder_mysteries"
    },
    "leaderboard_musr_object_placements": {
        "acc_norm,none": 0.328125,
        "acc_norm_stderr,none": 0.029403146715355242,
        "alias": "  - leaderboard_musr_object_placements"
    },
    "leaderboard_musr_team_allocation": {
        "acc_norm,none": 0.4,
        "acc_norm_stderr,none": 0.03104602102825325,
        "alias": "  - leaderboard_musr_team_allocation"
    }
}

Dataset Details

Dataset Description

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