open-llm-leaderboard/BenevolenceMessiah__Qwen2.5-72B-2x-Instruct-TIES-v1.0-details

Dataset Card for Evaluation run of BenevolenceMessiah/Qwen2.5-72B-2x-Instruct-TIES-v1.0

Dataset automatically created during the evaluation run of model BenevolenceMessiah/Qwen2.5-72B-2x-Instruct-TIES-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/BenevolenceMessiah__Qwen2.5-72B-2x-Instruct-TIES-v1.0-details",
    name="BenevolenceMessiah__Qwen2.5-72B-2x-Instruct-TIES-v1.0__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-11-25T10-42-51.480482 (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_strict_acc,none": 0.4879852125693161,
            "prompt_level_strict_acc_stderr,none": 0.02151036119343917,
            "acc_norm,none": 0.6402905694642625,
            "acc_norm_stderr,none": 0.00484679163570734,
            "prompt_level_loose_acc,none": 0.5212569316081331,
            "prompt_level_loose_acc_stderr,none": 0.021497120515987764,
            "inst_level_loose_acc,none": 0.6330935251798561,
            "inst_level_loose_acc_stderr,none": "N/A",
            "exact_match,none": 0.09365558912386707,
            "exact_match_stderr,none": 0.007685785977108015,
            "inst_level_strict_acc,none": 0.6067146282973621,
            "inst_level_strict_acc_stderr,none": "N/A",
            "acc,none": 0.5628324468085106,
            "acc_stderr,none": 0.004522334269153808,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.7257420586703698,
            "acc_norm_stderr,none": 0.005339187636076587,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "alias": "  - leaderboard_bbh_boolean_expressions",
            "acc_norm,none": 0.932,
            "acc_norm_stderr,none": 0.01595374841074704
        },
        "leaderboard_bbh_causal_judgement": {
            "alias": "  - leaderboard_bbh_causal_judgement",
            "acc_norm,none": 0.6737967914438503,
            "acc_norm_stderr,none": 0.03437574439341202
        },
        "leaderboard_bbh_date_understanding": {
            "alias": "  - leaderboard_bbh_date_understanding",
            "acc_norm,none": 0.776,
            "acc_norm_stderr,none": 0.026421361687347884
        },
        "leaderboard_bbh_disambiguation_qa": {
            "alias": "  - leaderboard_bbh_disambiguation_qa",
            "acc_norm,none": 0.748,
            "acc_norm_stderr,none": 0.027513851933031318
        },
        "leaderboard_bbh_formal_fallacies": {
            "alias": "  - leaderboard_bbh_formal_fallacies",
            "acc_norm,none": 0.768,
            "acc_norm_stderr,none": 0.026750070374865202
        },
        "leaderboard_bbh_geometric_shapes": {
            "alias": "  - leaderboard_bbh_geometric_shapes",
            "acc_norm,none": 0.456,
            "acc_norm_stderr,none": 0.031563285061213475
        },
        "leaderboard_bbh_hyperbaton": {
            "alias": "  - leaderboard_bbh_hyperbaton",
            "acc_norm,none": 0.892,
            "acc_norm_stderr,none": 0.019669559381568776
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
            "acc_norm,none": 0.704,
            "acc_norm_stderr,none": 0.028928939388379697
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
            "acc_norm,none": 0.64,
            "acc_norm_stderr,none": 0.03041876402517494
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
            "acc_norm,none": 0.944,
            "acc_norm_stderr,none": 0.014570697336899635
        },
        "leaderboard_bbh_movie_recommendation": {
            "alias": "  - leaderboard_bbh_movie_recommendation",
            "acc_norm,none": 0.764,
            "acc_norm_stderr,none": 0.026909337594953852
        },
        "leaderboard_bbh_navigate": {
            "alias": "  - leaderboard_bbh_navigate",
            "acc_norm,none": 0.836,
            "acc_norm_stderr,none": 0.023465261002076715
        },
        "leaderboard_bbh_object_counting": {
            "alias": "  - leaderboard_bbh_object_counting",
            "acc_norm,none": 0.608,
            "acc_norm_stderr,none": 0.030938207620401222
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "alias": "  - leaderboard_bbh_penguins_in_a_table",
            "acc_norm,none": 0.7123287671232876,
            "acc_norm_stderr,none": 0.037592781281728736
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
            "acc_norm,none": 0.868,
            "acc_norm_stderr,none": 0.021450980824038166
        },
        "leaderboard_bbh_ruin_names": {
            "alias": "  - leaderboard_bbh_ruin_names",
            "acc_norm,none": 0.888,
            "acc_norm_stderr,none": 0.019985536939171485
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "alias": "  - leaderboard_bbh_salient_translation_error_detection",
            "acc_norm,none": 0.672,
            "acc_norm_stderr,none": 0.029752391824475363
        },
        "leaderboard_bbh_snarks": {
            "alias": "  - leaderboard_bbh_snarks",
            "acc_norm,none": 0.9213483146067416,
            "acc_norm_stderr,none": 0.02023388635280387
        },
        "leaderboard_bbh_sports_understanding": {
            "alias": "  - leaderboard_bbh_sports_understanding",
            "acc_norm,none": 0.892,
            "acc_norm_stderr,none": 0.019669559381568776
        },
        "leaderboard_bbh_temporal_sequences": {
            "alias": "  - leaderboard_bbh_temporal_sequences",
            "acc_norm,none": 0.996,
            "acc_norm_stderr,none": 0.004
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
            "acc_norm,none": 0.328,
            "acc_norm_stderr,none": 0.029752391824475363
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
            "acc_norm,none": 0.336,
            "acc_norm_stderr,none": 0.02993325909419153
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
            "acc_norm,none": 0.416,
            "acc_norm_stderr,none": 0.031235856237014505
        },
        "leaderboard_bbh_web_of_lies": {
            "alias": "  - leaderboard_bbh_web_of_lies",
            "acc_norm,none": 0.684,
            "acc_norm_stderr,none": 0.02946265759857865
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.3674496644295302,
            "acc_norm_stderr,none": 0.013978278773779041,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "alias": "  - leaderboard_gpqa_diamond",
            "acc_norm,none": 0.3484848484848485,
            "acc_norm_stderr,none": 0.03394853965156396
        },
        "leaderboard_gpqa_extended": {
            "alias": "  - leaderboard_gpqa_extended",
            "acc_norm,none": 0.3772893772893773,
            "acc_norm_stderr,none": 0.0207626209246006
        },
        "leaderboard_gpqa_main": {
            "alias": "  - leaderboard_gpqa_main",
            "acc_norm,none": 0.3638392857142857,
            "acc_norm_stderr,none": 0.022755399088186717
        },
        "leaderboard_ifeval": {
            "alias": " - leaderboard_ifeval",
            "prompt_level_strict_acc,none": 0.4879852125693161,
            "prompt_level_strict_acc_stderr,none": 0.02151036119343917,
            "inst_level_strict_acc,none": 0.6067146282973621,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.5212569316081331,
            "prompt_level_loose_acc_stderr,none": 0.021497120515987764,
            "inst_level_loose_acc,none": 0.6330935251798561,
            "inst_level_loose_acc_stderr,none": "N/A"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.09365558912386707,
            "exact_match_stderr,none": 0.007685785977108015,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "alias": "  - leaderboard_math_algebra_hard",
            "exact_match,none": 0.16612377850162866,
            "exact_match_stderr,none": 0.02127678386782348
        },
        "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": 0.06060606060606061,
            "exact_match_stderr,none": 0.020847129156682045
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "alias": "  - leaderboard_math_intermediate_algebra_hard",
            "exact_match,none": 0.007142857142857143,
            "exact_match_stderr,none": 0.005041703051390571
        },
        "leaderboard_math_num_theory_hard": {
            "alias": "  - leaderboard_math_num_theory_hard",
            "exact_match,none": 0.07792207792207792,
            "exact_match_stderr,none": 0.021670471414711772
        },
        "leaderboard_math_prealgebra_hard": {
            "alias": "  - leaderboard_math_prealgebra_hard",
            "exact_match,none": 0.23834196891191708,
            "exact_match_stderr,none": 0.030748905363909895
        },
        "leaderboard_math_precalculus_hard": {
            "alias": "  - leaderboard_math_precalculus_hard",
            "exact_match,none": 0.02962962962962963,
            "exact_match_stderr,none": 0.014648038602753809
        },
        "leaderboard_mmlu_pro": {
            "alias": " - leaderboard_mmlu_pro",
            "acc,none": 0.5628324468085106,
            "acc_stderr,none": 0.004522334269153808
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.4193121693121693,
            "acc_norm_stderr,none": 0.01735817498728597,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "alias": "  - leaderboard_musr_murder_mysteries",
            "acc_norm,none": 0.56,
            "acc_norm_stderr,none": 0.03145724452223569
        },
        "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": 0.452,
            "acc_norm_stderr,none": 0.03153986449255664
        }
    },
    "leaderboard": {
        "prompt_level_strict_acc,none": 0.4879852125693161,
        "prompt_level_strict_acc_stderr,none": 0.02151036119343917,
        "acc_norm,none": 0.6402905694642625,
        "acc_norm_stderr,none": 0.00484679163570734,
        "prompt_level_loose_acc,none": 0.5212569316081331,
        "prompt_level_loose_acc_stderr,none": 0.021497120515987764,
        "inst_level_loose_acc,none": 0.6330935251798561,
        "inst_level_loose_acc_stderr,none": "N/A",
        "exact_match,none": 0.09365558912386707,
        "exact_match_stderr,none": 0.007685785977108015,
        "inst_level_strict_acc,none": 0.6067146282973621,
        "inst_level_strict_acc_stderr,none": "N/A",
        "acc,none": 0.5628324468085106,
        "acc_stderr,none": 0.004522334269153808,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.7257420586703698,
        "acc_norm_stderr,none": 0.005339187636076587,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "alias": "  - leaderboard_bbh_boolean_expressions",
        "acc_norm,none": 0.932,
        "acc_norm_stderr,none": 0.01595374841074704
    },
    "leaderboard_bbh_causal_judgement": {
        "alias": "  - leaderboard_bbh_causal_judgement",
        "acc_norm,none": 0.6737967914438503,
        "acc_norm_stderr,none": 0.03437574439341202
    },
    "leaderboard_bbh_date_understanding": {
        "alias": "  - leaderboard_bbh_date_understanding",
        "acc_norm,none": 0.776,
        "acc_norm_stderr,none": 0.026421361687347884
    },
    "leaderboard_bbh_disambiguation_qa": {
        "alias": "  - leaderboard_bbh_disambiguation_qa",
        "acc_norm,none": 0.748,
        "acc_norm_stderr,none": 0.027513851933031318
    },
    "leaderboard_bbh_formal_fallacies": {
        "alias": "  - leaderboard_bbh_formal_fallacies",
        "acc_norm,none": 0.768,
        "acc_norm_stderr,none": 0.026750070374865202
    },
    "leaderboard_bbh_geometric_shapes": {
        "alias": "  - leaderboard_bbh_geometric_shapes",
        "acc_norm,none": 0.456,
        "acc_norm_stderr,none": 0.031563285061213475
    },
    "leaderboard_bbh_hyperbaton": {
        "alias": "  - leaderboard_bbh_hyperbaton",
        "acc_norm,none": 0.892,
        "acc_norm_stderr,none": 0.019669559381568776
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
        "acc_norm,none": 0.704,
        "acc_norm_stderr,none": 0.028928939388379697
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
        "acc_norm,none": 0.64,
        "acc_norm_stderr,none": 0.03041876402517494
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
        "acc_norm,none": 0.944,
        "acc_norm_stderr,none": 0.014570697336899635
    },
    "leaderboard_bbh_movie_recommendation": {
        "alias": "  - leaderboard_bbh_movie_recommendation",
        "acc_norm,none": 0.764,
        "acc_norm_stderr,none": 0.026909337594953852
    },
    "leaderboard_bbh_navigate": {
        "alias": "  - leaderboard_bbh_navigate",
        "acc_norm,none": 0.836,
        "acc_norm_stderr,none": 0.023465261002076715
    },
    "leaderboard_bbh_object_counting": {
        "alias": "  - leaderboard_bbh_object_counting",
        "acc_norm,none": 0.608,
        "acc_norm_stderr,none": 0.030938207620401222
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "alias": "  - leaderboard_bbh_penguins_in_a_table",
        "acc_norm,none": 0.7123287671232876,
        "acc_norm_stderr,none": 0.037592781281728736
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
        "acc_norm,none": 0.868,
        "acc_norm_stderr,none": 0.021450980824038166
    },
    "leaderboard_bbh_ruin_names": {
        "alias": "  - leaderboard_bbh_ruin_names",
        "acc_norm,none": 0.888,
        "acc_norm_stderr,none": 0.019985536939171485
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "alias": "  - leaderboard_bbh_salient_translation_error_detection",
        "acc_norm,none": 0.672,
        "acc_norm_stderr,none": 0.029752391824475363
    },
    "leaderboard_bbh_snarks": {
        "alias": "  - leaderboard_bbh_snarks",
        "acc_norm,none": 0.9213483146067416,
        "acc_norm_stderr,none": 0.02023388635280387
    },
    "leaderboard_bbh_sports_understanding": {
        "alias": "  - leaderboard_bbh_sports_understanding",
        "acc_norm,none": 0.892,
        "acc_norm_stderr,none": 0.019669559381568776
    },
    "leaderboard_bbh_temporal_sequences": {
        "alias": "  - leaderboard_bbh_temporal_sequences",
        "acc_norm,none": 0.996,
        "acc_norm_stderr,none": 0.004
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
        "acc_norm,none": 0.328,
        "acc_norm_stderr,none": 0.029752391824475363
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
        "acc_norm,none": 0.336,
        "acc_norm_stderr,none": 0.02993325909419153
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
        "acc_norm,none": 0.416,
        "acc_norm_stderr,none": 0.031235856237014505
    },
    "leaderboard_bbh_web_of_lies": {
        "alias": "  - leaderboard_bbh_web_of_lies",
        "acc_norm,none": 0.684,
        "acc_norm_stderr,none": 0.02946265759857865
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.3674496644295302,
        "acc_norm_stderr,none": 0.013978278773779041,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "alias": "  - leaderboard_gpqa_diamond",
        "acc_norm,none": 0.3484848484848485,
        "acc_norm_stderr,none": 0.03394853965156396
    },
    "leaderboard_gpqa_extended": {
        "alias": "  - leaderboard_gpqa_extended",
        "acc_norm,none": 0.3772893772893773,
        "acc_norm_stderr,none": 0.0207626209246006
    },
    "leaderboard_gpqa_main": {
        "alias": "  - leaderboard_gpqa_main",
        "acc_norm,none": 0.3638392857142857,
        "acc_norm_stderr,none": 0.022755399088186717
    },
    "leaderboard_ifeval": {
        "alias": " - leaderboard_ifeval",
        "prompt_level_strict_acc,none": 0.4879852125693161,
        "prompt_level_strict_acc_stderr,none": 0.02151036119343917,
        "inst_level_strict_acc,none": 0.6067146282973621,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.5212569316081331,
        "prompt_level_loose_acc_stderr,none": 0.021497120515987764,
        "inst_level_loose_acc,none": 0.6330935251798561,
        "inst_level_loose_acc_stderr,none": "N/A"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.09365558912386707,
        "exact_match_stderr,none": 0.007685785977108015,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "alias": "  - leaderboard_math_algebra_hard",
        "exact_match,none": 0.16612377850162866,
        "exact_match_stderr,none": 0.02127678386782348
    },
    "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": 0.06060606060606061,
        "exact_match_stderr,none": 0.020847129156682045
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "alias": "  - leaderboard_math_intermediate_algebra_hard",
        "exact_match,none": 0.007142857142857143,
        "exact_match_stderr,none": 0.005041703051390571
    },
    "leaderboard_math_num_theory_hard": {
        "alias": "  - leaderboard_math_num_theory_hard",
        "exact_match,none": 0.07792207792207792,
        "exact_match_stderr,none": 0.021670471414711772
    },
    "leaderboard_math_prealgebra_hard": {
        "alias": "  - leaderboard_math_prealgebra_hard",
        "exact_match,none": 0.23834196891191708,
        "exact_match_stderr,none": 0.030748905363909895
    },
    "leaderboard_math_precalculus_hard": {
        "alias": "  - leaderboard_math_precalculus_hard",
        "exact_match,none": 0.02962962962962963,
        "exact_match_stderr,none": 0.014648038602753809
    },
    "leaderboard_mmlu_pro": {
        "alias": " - leaderboard_mmlu_pro",
        "acc,none": 0.5628324468085106,
        "acc_stderr,none": 0.004522334269153808
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.4193121693121693,
        "acc_norm_stderr,none": 0.01735817498728597,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "alias": "  - leaderboard_musr_murder_mysteries",
        "acc_norm,none": 0.56,
        "acc_norm_stderr,none": 0.03145724452223569
    },
    "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": 0.452,
        "acc_norm_stderr,none": 0.03153986449255664
    }
}

Dataset Details

Dataset Description

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