open-llm-leaderboard/Xiaojian9992024__Phi-4-Megatron-Empathetic-details

Dataset Card for Evaluation run of Xiaojian9992024/Phi-4-Megatron-Empathetic

Dataset automatically created during the evaluation run of model Xiaojian9992024/Phi-4-Megatron-Empathetic The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task.

The dataset has been created from 4 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/Xiaojian9992024__Phi-4-Megatron-Empathetic-details",
    name="Xiaojian9992024__Phi-4-Megatron-Empathetic__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2025-02-25T02-06-39.396062 (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_norm,none": 0.6068231936697367,
            "acc_norm_stderr,none": 0.005057702617467659,
            "prompt_level_loose_acc,none": 0.014787430683918669,
            "prompt_level_loose_acc_stderr,none": 0.0051941495895555,
            "inst_level_strict_acc,none": 0.02158273381294964,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_strict_acc,none": 0.012939001848428836,
            "prompt_level_strict_acc_stderr,none": 0.004863237772192511,
            "inst_level_loose_acc,none": 0.022781774580335732,
            "inst_level_loose_acc_stderr,none": "N/A",
            "acc,none": 0.5082280585106383,
            "acc_stderr,none": 0.00455785315204357,
            "exact_match,none": 0.26963746223564955,
            "exact_match_stderr,none": 0.011162622281540763,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.6656830411386911,
            "acc_norm_stderr,none": 0.005623981024261377,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "alias": "  - leaderboard_bbh_boolean_expressions",
            "acc_norm,none": 0.928,
            "acc_norm_stderr,none": 0.016381005750490122
        },
        "leaderboard_bbh_causal_judgement": {
            "alias": "  - leaderboard_bbh_causal_judgement",
            "acc_norm,none": 0.6417112299465241,
            "acc_norm_stderr,none": 0.03515846823665025
        },
        "leaderboard_bbh_date_understanding": {
            "alias": "  - leaderboard_bbh_date_understanding",
            "acc_norm,none": 0.732,
            "acc_norm_stderr,none": 0.02806876238252672
        },
        "leaderboard_bbh_disambiguation_qa": {
            "alias": "  - leaderboard_bbh_disambiguation_qa",
            "acc_norm,none": 0.72,
            "acc_norm_stderr,none": 0.02845414827783231
        },
        "leaderboard_bbh_formal_fallacies": {
            "alias": "  - leaderboard_bbh_formal_fallacies",
            "acc_norm,none": 0.764,
            "acc_norm_stderr,none": 0.026909337594953852
        },
        "leaderboard_bbh_geometric_shapes": {
            "alias": "  - leaderboard_bbh_geometric_shapes",
            "acc_norm,none": 0.412,
            "acc_norm_stderr,none": 0.03119159602602282
        },
        "leaderboard_bbh_hyperbaton": {
            "alias": "  - leaderboard_bbh_hyperbaton",
            "acc_norm,none": 0.796,
            "acc_norm_stderr,none": 0.025537121574548162
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
            "acc_norm,none": 0.628,
            "acc_norm_stderr,none": 0.03063032594455827
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
            "acc_norm,none": 0.544,
            "acc_norm_stderr,none": 0.031563285061213475
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
            "acc_norm,none": 0.9,
            "acc_norm_stderr,none": 0.01901172751573434
        },
        "leaderboard_bbh_movie_recommendation": {
            "alias": "  - leaderboard_bbh_movie_recommendation",
            "acc_norm,none": 0.832,
            "acc_norm_stderr,none": 0.023692813205492536
        },
        "leaderboard_bbh_navigate": {
            "alias": "  - leaderboard_bbh_navigate",
            "acc_norm,none": 0.684,
            "acc_norm_stderr,none": 0.02946265759857865
        },
        "leaderboard_bbh_object_counting": {
            "alias": "  - leaderboard_bbh_object_counting",
            "acc_norm,none": 0.504,
            "acc_norm_stderr,none": 0.0316851985511992
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "alias": "  - leaderboard_bbh_penguins_in_a_table",
            "acc_norm,none": 0.7465753424657534,
            "acc_norm_stderr,none": 0.03612245461624575
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
            "acc_norm,none": 0.824,
            "acc_norm_stderr,none": 0.024133497525457123
        },
        "leaderboard_bbh_ruin_names": {
            "alias": "  - leaderboard_bbh_ruin_names",
            "acc_norm,none": 0.92,
            "acc_norm_stderr,none": 0.017192507941463025
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "alias": "  - leaderboard_bbh_salient_translation_error_detection",
            "acc_norm,none": 0.608,
            "acc_norm_stderr,none": 0.030938207620401222
        },
        "leaderboard_bbh_snarks": {
            "alias": "  - leaderboard_bbh_snarks",
            "acc_norm,none": 0.7078651685393258,
            "acc_norm_stderr,none": 0.034180649340107616
        },
        "leaderboard_bbh_sports_understanding": {
            "alias": "  - leaderboard_bbh_sports_understanding",
            "acc_norm,none": 0.708,
            "acc_norm_stderr,none": 0.028814320402205634
        },
        "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": 0.224,
            "acc_norm_stderr,none": 0.026421361687347884
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
            "acc_norm,none": 0.288,
            "acc_norm_stderr,none": 0.028697004587398253
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
            "acc_norm,none": 0.36,
            "acc_norm_stderr,none": 0.03041876402517494
        },
        "leaderboard_bbh_web_of_lies": {
            "alias": "  - leaderboard_bbh_web_of_lies",
            "acc_norm,none": 0.548,
            "acc_norm_stderr,none": 0.03153986449255664
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.3859060402684564,
            "acc_norm_stderr,none": 0.014115698613960267,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "alias": "  - leaderboard_gpqa_diamond",
            "acc_norm,none": 0.398989898989899,
            "acc_norm_stderr,none": 0.03488901616852734
        },
        "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": 0.390625,
            "acc_norm_stderr,none": 0.023076427311939374
        },
        "leaderboard_ifeval": {
            "alias": " - leaderboard_ifeval",
            "prompt_level_strict_acc,none": 0.012939001848428836,
            "prompt_level_strict_acc_stderr,none": 0.004863237772192511,
            "inst_level_strict_acc,none": 0.02158273381294964,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.014787430683918669,
            "prompt_level_loose_acc_stderr,none": 0.0051941495895555,
            "inst_level_loose_acc,none": 0.022781774580335732,
            "inst_level_loose_acc_stderr,none": "N/A"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.26963746223564955,
            "exact_match_stderr,none": 0.011162622281540763,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "alias": "  - leaderboard_math_algebra_hard",
            "exact_match,none": 0.4495114006514658,
            "exact_match_stderr,none": 0.028437001885938333
        },
        "leaderboard_math_counting_and_prob_hard": {
            "alias": "  - leaderboard_math_counting_and_prob_hard",
            "exact_match,none": 0.25203252032520324,
            "exact_match_stderr,none": 0.03930879526823995
        },
        "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": 0.08928571428571429,
            "exact_match_stderr,none": 0.01707182544577207
        },
        "leaderboard_math_num_theory_hard": {
            "alias": "  - leaderboard_math_num_theory_hard",
            "exact_match,none": 0.2727272727272727,
            "exact_match_stderr,none": 0.03600536519915179
        },
        "leaderboard_math_prealgebra_hard": {
            "alias": "  - leaderboard_math_prealgebra_hard",
            "exact_match,none": 0.533678756476684,
            "exact_match_stderr,none": 0.03600244069867175
        },
        "leaderboard_math_precalculus_hard": {
            "alias": "  - leaderboard_math_precalculus_hard",
            "exact_match,none": 0.07407407407407407,
            "exact_match_stderr,none": 0.02262397117709356
        },
        "leaderboard_mmlu_pro": {
            "alias": " - leaderboard_mmlu_pro",
            "acc,none": 0.5082280585106383,
            "acc_stderr,none": 0.00455785315204357
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.5066137566137566,
            "acc_norm_stderr,none": 0.018101125975808235,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "alias": "  - leaderboard_musr_murder_mysteries",
            "acc_norm,none": 0.58,
            "acc_norm_stderr,none": 0.03127799950463661
        },
        "leaderboard_musr_object_placements": {
            "alias": "  - leaderboard_musr_object_placements",
            "acc_norm,none": 0.44140625,
            "acc_norm_stderr,none": 0.031095474260005376
        },
        "leaderboard_musr_team_allocation": {
            "alias": "  - leaderboard_musr_team_allocation",
            "acc_norm,none": 0.5,
            "acc_norm_stderr,none": 0.031686212526223896
        }
    },
    "leaderboard": {
        "acc_norm,none": 0.6068231936697367,
        "acc_norm_stderr,none": 0.005057702617467659,
        "prompt_level_loose_acc,none": 0.014787430683918669,
        "prompt_level_loose_acc_stderr,none": 0.0051941495895555,
        "inst_level_strict_acc,none": 0.02158273381294964,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_strict_acc,none": 0.012939001848428836,
        "prompt_level_strict_acc_stderr,none": 0.004863237772192511,
        "inst_level_loose_acc,none": 0.022781774580335732,
        "inst_level_loose_acc_stderr,none": "N/A",
        "acc,none": 0.5082280585106383,
        "acc_stderr,none": 0.00455785315204357,
        "exact_match,none": 0.26963746223564955,
        "exact_match_stderr,none": 0.011162622281540763,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.6656830411386911,
        "acc_norm_stderr,none": 0.005623981024261377,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "alias": "  - leaderboard_bbh_boolean_expressions",
        "acc_norm,none": 0.928,
        "acc_norm_stderr,none": 0.016381005750490122
    },
    "leaderboard_bbh_causal_judgement": {
        "alias": "  - leaderboard_bbh_causal_judgement",
        "acc_norm,none": 0.6417112299465241,
        "acc_norm_stderr,none": 0.03515846823665025
    },
    "leaderboard_bbh_date_understanding": {
        "alias": "  - leaderboard_bbh_date_understanding",
        "acc_norm,none": 0.732,
        "acc_norm_stderr,none": 0.02806876238252672
    },
    "leaderboard_bbh_disambiguation_qa": {
        "alias": "  - leaderboard_bbh_disambiguation_qa",
        "acc_norm,none": 0.72,
        "acc_norm_stderr,none": 0.02845414827783231
    },
    "leaderboard_bbh_formal_fallacies": {
        "alias": "  - leaderboard_bbh_formal_fallacies",
        "acc_norm,none": 0.764,
        "acc_norm_stderr,none": 0.026909337594953852
    },
    "leaderboard_bbh_geometric_shapes": {
        "alias": "  - leaderboard_bbh_geometric_shapes",
        "acc_norm,none": 0.412,
        "acc_norm_stderr,none": 0.03119159602602282
    },
    "leaderboard_bbh_hyperbaton": {
        "alias": "  - leaderboard_bbh_hyperbaton",
        "acc_norm,none": 0.796,
        "acc_norm_stderr,none": 0.025537121574548162
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
        "acc_norm,none": 0.628,
        "acc_norm_stderr,none": 0.03063032594455827
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
        "acc_norm,none": 0.544,
        "acc_norm_stderr,none": 0.031563285061213475
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
        "acc_norm,none": 0.9,
        "acc_norm_stderr,none": 0.01901172751573434
    },
    "leaderboard_bbh_movie_recommendation": {
        "alias": "  - leaderboard_bbh_movie_recommendation",
        "acc_norm,none": 0.832,
        "acc_norm_stderr,none": 0.023692813205492536
    },
    "leaderboard_bbh_navigate": {
        "alias": "  - leaderboard_bbh_navigate",
        "acc_norm,none": 0.684,
        "acc_norm_stderr,none": 0.02946265759857865
    },
    "leaderboard_bbh_object_counting": {
        "alias": "  - leaderboard_bbh_object_counting",
        "acc_norm,none": 0.504,
        "acc_norm_stderr,none": 0.0316851985511992
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "alias": "  - leaderboard_bbh_penguins_in_a_table",
        "acc_norm,none": 0.7465753424657534,
        "acc_norm_stderr,none": 0.03612245461624575
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
        "acc_norm,none": 0.824,
        "acc_norm_stderr,none": 0.024133497525457123
    },
    "leaderboard_bbh_ruin_names": {
        "alias": "  - leaderboard_bbh_ruin_names",
        "acc_norm,none": 0.92,
        "acc_norm_stderr,none": 0.017192507941463025
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "alias": "  - leaderboard_bbh_salient_translation_error_detection",
        "acc_norm,none": 0.608,
        "acc_norm_stderr,none": 0.030938207620401222
    },
    "leaderboard_bbh_snarks": {
        "alias": "  - leaderboard_bbh_snarks",
        "acc_norm,none": 0.7078651685393258,
        "acc_norm_stderr,none": 0.034180649340107616
    },
    "leaderboard_bbh_sports_understanding": {
        "alias": "  - leaderboard_bbh_sports_understanding",
        "acc_norm,none": 0.708,
        "acc_norm_stderr,none": 0.028814320402205634
    },
    "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": 0.224,
        "acc_norm_stderr,none": 0.026421361687347884
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
        "acc_norm,none": 0.288,
        "acc_norm_stderr,none": 0.028697004587398253
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
        "acc_norm,none": 0.36,
        "acc_norm_stderr,none": 0.03041876402517494
    },
    "leaderboard_bbh_web_of_lies": {
        "alias": "  - leaderboard_bbh_web_of_lies",
        "acc_norm,none": 0.548,
        "acc_norm_stderr,none": 0.03153986449255664
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.3859060402684564,
        "acc_norm_stderr,none": 0.014115698613960267,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "alias": "  - leaderboard_gpqa_diamond",
        "acc_norm,none": 0.398989898989899,
        "acc_norm_stderr,none": 0.03488901616852734
    },
    "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": 0.390625,
        "acc_norm_stderr,none": 0.023076427311939374
    },
    "leaderboard_ifeval": {
        "alias": " - leaderboard_ifeval",
        "prompt_level_strict_acc,none": 0.012939001848428836,
        "prompt_level_strict_acc_stderr,none": 0.004863237772192511,
        "inst_level_strict_acc,none": 0.02158273381294964,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.014787430683918669,
        "prompt_level_loose_acc_stderr,none": 0.0051941495895555,
        "inst_level_loose_acc,none": 0.022781774580335732,
        "inst_level_loose_acc_stderr,none": "N/A"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.26963746223564955,
        "exact_match_stderr,none": 0.011162622281540763,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "alias": "  - leaderboard_math_algebra_hard",
        "exact_match,none": 0.4495114006514658,
        "exact_match_stderr,none": 0.028437001885938333
    },
    "leaderboard_math_counting_and_prob_hard": {
        "alias": "  - leaderboard_math_counting_and_prob_hard",
        "exact_match,none": 0.25203252032520324,
        "exact_match_stderr,none": 0.03930879526823995
    },
    "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": 0.08928571428571429,
        "exact_match_stderr,none": 0.01707182544577207
    },
    "leaderboard_math_num_theory_hard": {
        "alias": "  - leaderboard_math_num_theory_hard",
        "exact_match,none": 0.2727272727272727,
        "exact_match_stderr,none": 0.03600536519915179
    },
    "leaderboard_math_prealgebra_hard": {
        "alias": "  - leaderboard_math_prealgebra_hard",
        "exact_match,none": 0.533678756476684,
        "exact_match_stderr,none": 0.03600244069867175
    },
    "leaderboard_math_precalculus_hard": {
        "alias": "  - leaderboard_math_precalculus_hard",
        "exact_match,none": 0.07407407407407407,
        "exact_match_stderr,none": 0.02262397117709356
    },
    "leaderboard_mmlu_pro": {
        "alias": " - leaderboard_mmlu_pro",
        "acc,none": 0.5082280585106383,
        "acc_stderr,none": 0.00455785315204357
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.5066137566137566,
        "acc_norm_stderr,none": 0.018101125975808235,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "alias": "  - leaderboard_musr_murder_mysteries",
        "acc_norm,none": 0.58,
        "acc_norm_stderr,none": 0.03127799950463661
    },
    "leaderboard_musr_object_placements": {
        "alias": "  - leaderboard_musr_object_placements",
        "acc_norm,none": 0.44140625,
        "acc_norm_stderr,none": 0.031095474260005376
    },
    "leaderboard_musr_team_allocation": {
        "alias": "  - leaderboard_musr_team_allocation",
        "acc_norm,none": 0.5,
        "acc_norm_stderr,none": 0.031686212526223896
    }
}

Dataset Details

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