open-llm-leaderboard/microsoft__phi-4-details

Dataset Card for Evaluation run of microsoft/phi-4

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

The dataset has been created from 3 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/microsoft__phi-4-details",
    name="microsoft__phi-4__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2025-01-08T21-15-35.075640 (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": 0.5378158244680851,
            "acc_stderr,none": 0.004545414162762991,
            "inst_level_strict_acc,none": 0.7218225419664268,
            "inst_level_strict_acc_stderr,none": "N/A",
            "inst_level_loose_acc,none": 0.7697841726618705,
            "inst_level_loose_acc_stderr,none": "N/A",
            "acc_norm,none": 0.6050071345180957,
            "acc_norm_stderr,none": 0.004977511306053212,
            "exact_match,none": 0.12311178247734139,
            "exact_match_stderr,none": 0.008648744482336681,
            "prompt_level_loose_acc,none": 0.6913123844731978,
            "prompt_level_loose_acc_stderr,none": 0.019879245251116444,
            "prompt_level_strict_acc,none": 0.6284658040665434,
            "prompt_level_strict_acc_stderr,none": 0.020794253888707582,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.6859920152751259,
            "acc_norm_stderr,none": 0.00558023213729015,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "alias": "  - leaderboard_bbh_boolean_expressions",
            "acc_norm,none": 0.896,
            "acc_norm_stderr,none": 0.019345100974843932
        },
        "leaderboard_bbh_causal_judgement": {
            "alias": "  - leaderboard_bbh_causal_judgement",
            "acc_norm,none": 0.6684491978609626,
            "acc_norm_stderr,none": 0.034518568148016196
        },
        "leaderboard_bbh_date_understanding": {
            "alias": "  - leaderboard_bbh_date_understanding",
            "acc_norm,none": 0.74,
            "acc_norm_stderr,none": 0.027797315752644335
        },
        "leaderboard_bbh_disambiguation_qa": {
            "alias": "  - leaderboard_bbh_disambiguation_qa",
            "acc_norm,none": 0.692,
            "acc_norm_stderr,none": 0.02925692860650181
        },
        "leaderboard_bbh_formal_fallacies": {
            "alias": "  - leaderboard_bbh_formal_fallacies",
            "acc_norm,none": 0.744,
            "acc_norm_stderr,none": 0.027657108718204846
        },
        "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": 0.84,
            "acc_norm_stderr,none": 0.023232714782060626
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
            "acc_norm,none": 0.672,
            "acc_norm_stderr,none": 0.029752391824475363
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
            "acc_norm,none": 0.62,
            "acc_norm_stderr,none": 0.030760116042626098
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
            "acc_norm,none": 0.924,
            "acc_norm_stderr,none": 0.01679357306785969
        },
        "leaderboard_bbh_movie_recommendation": {
            "alias": "  - leaderboard_bbh_movie_recommendation",
            "acc_norm,none": 0.752,
            "acc_norm_stderr,none": 0.027367497504863593
        },
        "leaderboard_bbh_navigate": {
            "alias": "  - leaderboard_bbh_navigate",
            "acc_norm,none": 0.712,
            "acc_norm_stderr,none": 0.028697004587398257
        },
        "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": 0.7534246575342466,
            "acc_norm_stderr,none": 0.03579404139909803
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
            "acc_norm,none": 0.872,
            "acc_norm_stderr,none": 0.021172081336336534
        },
        "leaderboard_bbh_ruin_names": {
            "alias": "  - leaderboard_bbh_ruin_names",
            "acc_norm,none": 0.892,
            "acc_norm_stderr,none": 0.019669559381568776
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "alias": "  - leaderboard_bbh_salient_translation_error_detection",
            "acc_norm,none": 0.588,
            "acc_norm_stderr,none": 0.031191596026022818
        },
        "leaderboard_bbh_snarks": {
            "alias": "  - leaderboard_bbh_snarks",
            "acc_norm,none": 0.8202247191011236,
            "acc_norm_stderr,none": 0.028863220127681867
        },
        "leaderboard_bbh_sports_understanding": {
            "alias": "  - leaderboard_bbh_sports_understanding",
            "acc_norm,none": 0.788,
            "acc_norm_stderr,none": 0.025901884690541117
        },
        "leaderboard_bbh_temporal_sequences": {
            "alias": "  - leaderboard_bbh_temporal_sequences",
            "acc_norm,none": 1.0,
            "acc_norm_stderr,none": 0.0
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
            "acc_norm,none": 0.288,
            "acc_norm_stderr,none": 0.028697004587398253
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
            "acc_norm,none": 0.312,
            "acc_norm_stderr,none": 0.02936106757521985
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
            "acc_norm,none": 0.368,
            "acc_norm_stderr,none": 0.03056207062099311
        },
        "leaderboard_bbh_web_of_lies": {
            "alias": "  - leaderboard_bbh_web_of_lies",
            "acc_norm,none": 0.564,
            "acc_norm_stderr,none": 0.03142556706028136
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.337248322147651,
            "acc_norm_stderr,none": 0.0137089205733761,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "alias": "  - leaderboard_gpqa_diamond",
            "acc_norm,none": 0.32323232323232326,
            "acc_norm_stderr,none": 0.03332299921070644
        },
        "leaderboard_gpqa_extended": {
            "alias": "  - leaderboard_gpqa_extended",
            "acc_norm,none": 0.3443223443223443,
            "acc_norm_stderr,none": 0.02035305209052113
        },
        "leaderboard_gpqa_main": {
            "alias": "  - leaderboard_gpqa_main",
            "acc_norm,none": 0.33482142857142855,
            "acc_norm_stderr,none": 0.02232142857142857
        },
        "leaderboard_ifeval": {
            "alias": " - leaderboard_ifeval",
            "prompt_level_strict_acc,none": 0.6284658040665434,
            "prompt_level_strict_acc_stderr,none": 0.020794253888707582,
            "inst_level_strict_acc,none": 0.7218225419664268,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.6913123844731978,
            "prompt_level_loose_acc_stderr,none": 0.019879245251116444,
            "inst_level_loose_acc,none": 0.7697841726618705,
            "inst_level_loose_acc_stderr,none": "N/A"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.12311178247734139,
            "exact_match_stderr,none": 0.008648744482336681,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "alias": "  - leaderboard_math_algebra_hard",
            "exact_match,none": 0.21498371335504887,
            "exact_match_stderr,none": 0.0234845044411588
        },
        "leaderboard_math_counting_and_prob_hard": {
            "alias": "  - leaderboard_math_counting_and_prob_hard",
            "exact_match,none": 0.056910569105691054,
            "exact_match_stderr,none": 0.020974566219895126
        },
        "leaderboard_math_geometry_hard": {
            "alias": "  - leaderboard_math_geometry_hard",
            "exact_match,none": 0.030303030303030304,
            "exact_match_stderr,none": 0.014977019714308254
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "alias": "  - leaderboard_math_intermediate_algebra_hard",
            "exact_match,none": 0.03214285714285714,
            "exact_match_stderr,none": 0.01055955866175321
        },
        "leaderboard_math_num_theory_hard": {
            "alias": "  - leaderboard_math_num_theory_hard",
            "exact_match,none": 0.12337662337662338,
            "exact_match_stderr,none": 0.026587484423674337
        },
        "leaderboard_math_prealgebra_hard": {
            "alias": "  - leaderboard_math_prealgebra_hard",
            "exact_match,none": 0.27979274611398963,
            "exact_match_stderr,none": 0.032396370467357
        },
        "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": 0.5378158244680851,
            "acc_stderr,none": 0.004545414162762991
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.41005291005291006,
            "acc_norm_stderr,none": 0.017337965979625714,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "alias": "  - leaderboard_musr_murder_mysteries",
            "acc_norm,none": 0.524,
            "acc_norm_stderr,none": 0.03164968895968774
        },
        "leaderboard_musr_object_placements": {
            "alias": "  - leaderboard_musr_object_placements",
            "acc_norm,none": 0.23828125,
            "acc_norm_stderr,none": 0.026679160987075002
        },
        "leaderboard_musr_team_allocation": {
            "alias": "  - leaderboard_musr_team_allocation",
            "acc_norm,none": 0.472,
            "acc_norm_stderr,none": 0.031636489531544396
        }
    },
    "leaderboard": {
        "acc,none": 0.5378158244680851,
        "acc_stderr,none": 0.004545414162762991,
        "inst_level_strict_acc,none": 0.7218225419664268,
        "inst_level_strict_acc_stderr,none": "N/A",
        "inst_level_loose_acc,none": 0.7697841726618705,
        "inst_level_loose_acc_stderr,none": "N/A",
        "acc_norm,none": 0.6050071345180957,
        "acc_norm_stderr,none": 0.004977511306053212,
        "exact_match,none": 0.12311178247734139,
        "exact_match_stderr,none": 0.008648744482336681,
        "prompt_level_loose_acc,none": 0.6913123844731978,
        "prompt_level_loose_acc_stderr,none": 0.019879245251116444,
        "prompt_level_strict_acc,none": 0.6284658040665434,
        "prompt_level_strict_acc_stderr,none": 0.020794253888707582,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.6859920152751259,
        "acc_norm_stderr,none": 0.00558023213729015,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "alias": "  - leaderboard_bbh_boolean_expressions",
        "acc_norm,none": 0.896,
        "acc_norm_stderr,none": 0.019345100974843932
    },
    "leaderboard_bbh_causal_judgement": {
        "alias": "  - leaderboard_bbh_causal_judgement",
        "acc_norm,none": 0.6684491978609626,
        "acc_norm_stderr,none": 0.034518568148016196
    },
    "leaderboard_bbh_date_understanding": {
        "alias": "  - leaderboard_bbh_date_understanding",
        "acc_norm,none": 0.74,
        "acc_norm_stderr,none": 0.027797315752644335
    },
    "leaderboard_bbh_disambiguation_qa": {
        "alias": "  - leaderboard_bbh_disambiguation_qa",
        "acc_norm,none": 0.692,
        "acc_norm_stderr,none": 0.02925692860650181
    },
    "leaderboard_bbh_formal_fallacies": {
        "alias": "  - leaderboard_bbh_formal_fallacies",
        "acc_norm,none": 0.744,
        "acc_norm_stderr,none": 0.027657108718204846
    },
    "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": 0.84,
        "acc_norm_stderr,none": 0.023232714782060626
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
        "acc_norm,none": 0.672,
        "acc_norm_stderr,none": 0.029752391824475363
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
        "acc_norm,none": 0.62,
        "acc_norm_stderr,none": 0.030760116042626098
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
        "acc_norm,none": 0.924,
        "acc_norm_stderr,none": 0.01679357306785969
    },
    "leaderboard_bbh_movie_recommendation": {
        "alias": "  - leaderboard_bbh_movie_recommendation",
        "acc_norm,none": 0.752,
        "acc_norm_stderr,none": 0.027367497504863593
    },
    "leaderboard_bbh_navigate": {
        "alias": "  - leaderboard_bbh_navigate",
        "acc_norm,none": 0.712,
        "acc_norm_stderr,none": 0.028697004587398257
    },
    "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": 0.7534246575342466,
        "acc_norm_stderr,none": 0.03579404139909803
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
        "acc_norm,none": 0.872,
        "acc_norm_stderr,none": 0.021172081336336534
    },
    "leaderboard_bbh_ruin_names": {
        "alias": "  - leaderboard_bbh_ruin_names",
        "acc_norm,none": 0.892,
        "acc_norm_stderr,none": 0.019669559381568776
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "alias": "  - leaderboard_bbh_salient_translation_error_detection",
        "acc_norm,none": 0.588,
        "acc_norm_stderr,none": 0.031191596026022818
    },
    "leaderboard_bbh_snarks": {
        "alias": "  - leaderboard_bbh_snarks",
        "acc_norm,none": 0.8202247191011236,
        "acc_norm_stderr,none": 0.028863220127681867
    },
    "leaderboard_bbh_sports_understanding": {
        "alias": "  - leaderboard_bbh_sports_understanding",
        "acc_norm,none": 0.788,
        "acc_norm_stderr,none": 0.025901884690541117
    },
    "leaderboard_bbh_temporal_sequences": {
        "alias": "  - leaderboard_bbh_temporal_sequences",
        "acc_norm,none": 1.0,
        "acc_norm_stderr,none": 0.0
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
        "acc_norm,none": 0.288,
        "acc_norm_stderr,none": 0.028697004587398253
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
        "acc_norm,none": 0.312,
        "acc_norm_stderr,none": 0.02936106757521985
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
        "acc_norm,none": 0.368,
        "acc_norm_stderr,none": 0.03056207062099311
    },
    "leaderboard_bbh_web_of_lies": {
        "alias": "  - leaderboard_bbh_web_of_lies",
        "acc_norm,none": 0.564,
        "acc_norm_stderr,none": 0.03142556706028136
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.337248322147651,
        "acc_norm_stderr,none": 0.0137089205733761,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "alias": "  - leaderboard_gpqa_diamond",
        "acc_norm,none": 0.32323232323232326,
        "acc_norm_stderr,none": 0.03332299921070644
    },
    "leaderboard_gpqa_extended": {
        "alias": "  - leaderboard_gpqa_extended",
        "acc_norm,none": 0.3443223443223443,
        "acc_norm_stderr,none": 0.02035305209052113
    },
    "leaderboard_gpqa_main": {
        "alias": "  - leaderboard_gpqa_main",
        "acc_norm,none": 0.33482142857142855,
        "acc_norm_stderr,none": 0.02232142857142857
    },
    "leaderboard_ifeval": {
        "alias": " - leaderboard_ifeval",
        "prompt_level_strict_acc,none": 0.6284658040665434,
        "prompt_level_strict_acc_stderr,none": 0.020794253888707582,
        "inst_level_strict_acc,none": 0.7218225419664268,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.6913123844731978,
        "prompt_level_loose_acc_stderr,none": 0.019879245251116444,
        "inst_level_loose_acc,none": 0.7697841726618705,
        "inst_level_loose_acc_stderr,none": "N/A"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.12311178247734139,
        "exact_match_stderr,none": 0.008648744482336681,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "alias": "  - leaderboard_math_algebra_hard",
        "exact_match,none": 0.21498371335504887,
        "exact_match_stderr,none": 0.0234845044411588
    },
    "leaderboard_math_counting_and_prob_hard": {
        "alias": "  - leaderboard_math_counting_and_prob_hard",
        "exact_match,none": 0.056910569105691054,
        "exact_match_stderr,none": 0.020974566219895126
    },
    "leaderboard_math_geometry_hard": {
        "alias": "  - leaderboard_math_geometry_hard",
        "exact_match,none": 0.030303030303030304,
        "exact_match_stderr,none": 0.014977019714308254
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "alias": "  - leaderboard_math_intermediate_algebra_hard",
        "exact_match,none": 0.03214285714285714,
        "exact_match_stderr,none": 0.01055955866175321
    },
    "leaderboard_math_num_theory_hard": {
        "alias": "  - leaderboard_math_num_theory_hard",
        "exact_match,none": 0.12337662337662338,
        "exact_match_stderr,none": 0.026587484423674337
    },
    "leaderboard_math_prealgebra_hard": {
        "alias": "  - leaderboard_math_prealgebra_hard",
        "exact_match,none": 0.27979274611398963,
        "exact_match_stderr,none": 0.032396370467357
    },
    "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": 0.5378158244680851,
        "acc_stderr,none": 0.004545414162762991
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.41005291005291006,
        "acc_norm_stderr,none": 0.017337965979625714,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "alias": "  - leaderboard_musr_murder_mysteries",
        "acc_norm,none": 0.524,
        "acc_norm_stderr,none": 0.03164968895968774
    },
    "leaderboard_musr_object_placements": {
        "alias": "  - leaderboard_musr_object_placements",
        "acc_norm,none": 0.23828125,
        "acc_norm_stderr,none": 0.026679160987075002
    },
    "leaderboard_musr_team_allocation": {
        "alias": "  - leaderboard_musr_team_allocation",
        "acc_norm,none": 0.472,
        "acc_norm_stderr,none": 0.031636489531544396
    }
}

Dataset Details

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Dataset Structure

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Dataset Creation

Curation Rationale

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Source Data

Data Collection and Processing

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Who are the source data producers?

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Annotations [optional]

Annotation process

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Who are the annotators?

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Personal and Sensitive Information

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Bias, Risks, and Limitations

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Recommendations

Users should be made aware of the risks, biases and limitations of the dataset. More information needed for further recommendations.

Citation [optional]

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APA:

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Glossary [optional]

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Dataset Card Authors [optional]

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Dataset Card Contact

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