open-llm-leaderboard/ehristoforu__phi-4-25b-details

Dataset Card for Evaluation run of ehristoforu/phi-4-25b

Dataset automatically created during the evaluation run of model ehristoforu/phi-4-25b 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/ehristoforu__phi-4-25b-details",
    name="ehristoforu__phi-4-25b__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2025-01-13T22-38-15.307120 (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": 0.5988909426987061,
            "prompt_level_strict_acc_stderr,none": 0.021091536895520756,
            "inst_level_strict_acc,none": 0.697841726618705,
            "inst_level_strict_acc_stderr,none": "N/A",
            "acc,none": 0.5350731382978723,
            "acc_stderr,none": 0.004547241612369884,
            "exact_match,none": 0.0770392749244713,
            "exact_match_stderr,none": 0.007118691489612273,
            "inst_level_loose_acc,none": 0.7350119904076738,
            "inst_level_loose_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.6487985212569316,
            "prompt_level_loose_acc_stderr,none": 0.020541692024854778,
            "acc_norm,none": 0.6051368530289273,
            "acc_norm_stderr,none": 0.004976648584965499,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.6887693108835272,
            "acc_norm_stderr,none": 0.005600679639108877,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "alias": "  - leaderboard_bbh_boolean_expressions",
            "acc_norm,none": 0.9,
            "acc_norm_stderr,none": 0.01901172751573434
        },
        "leaderboard_bbh_causal_judgement": {
            "alias": "  - leaderboard_bbh_causal_judgement",
            "acc_norm,none": 0.6524064171122995,
            "acc_norm_stderr,none": 0.034917128004470825
        },
        "leaderboard_bbh_date_understanding": {
            "alias": "  - leaderboard_bbh_date_understanding",
            "acc_norm,none": 0.7,
            "acc_norm_stderr,none": 0.029040893477575786
        },
        "leaderboard_bbh_disambiguation_qa": {
            "alias": "  - leaderboard_bbh_disambiguation_qa",
            "acc_norm,none": 0.76,
            "acc_norm_stderr,none": 0.027065293652238982
        },
        "leaderboard_bbh_formal_fallacies": {
            "alias": "  - leaderboard_bbh_formal_fallacies",
            "acc_norm,none": 0.692,
            "acc_norm_stderr,none": 0.02925692860650181
        },
        "leaderboard_bbh_geometric_shapes": {
            "alias": "  - leaderboard_bbh_geometric_shapes",
            "acc_norm,none": 0.544,
            "acc_norm_stderr,none": 0.031563285061213475
        },
        "leaderboard_bbh_hyperbaton": {
            "alias": "  - leaderboard_bbh_hyperbaton",
            "acc_norm,none": 0.896,
            "acc_norm_stderr,none": 0.019345100974843932
        },
        "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": 0.548,
            "acc_norm_stderr,none": 0.03153986449255664
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
            "acc_norm,none": 0.956,
            "acc_norm_stderr,none": 0.012997373846574952
        },
        "leaderboard_bbh_movie_recommendation": {
            "alias": "  - leaderboard_bbh_movie_recommendation",
            "acc_norm,none": 0.672,
            "acc_norm_stderr,none": 0.029752391824475363
        },
        "leaderboard_bbh_navigate": {
            "alias": "  - leaderboard_bbh_navigate",
            "acc_norm,none": 0.728,
            "acc_norm_stderr,none": 0.028200088296309975
        },
        "leaderboard_bbh_object_counting": {
            "alias": "  - leaderboard_bbh_object_counting",
            "acc_norm,none": 0.6,
            "acc_norm_stderr,none": 0.031046021028253316
        },
        "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": 0.852,
            "acc_norm_stderr,none": 0.022503547243806186
        },
        "leaderboard_bbh_ruin_names": {
            "alias": "  - leaderboard_bbh_ruin_names",
            "acc_norm,none": 0.86,
            "acc_norm_stderr,none": 0.021989409645240245
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "alias": "  - leaderboard_bbh_salient_translation_error_detection",
            "acc_norm,none": 0.624,
            "acc_norm_stderr,none": 0.03069633626739458
        },
        "leaderboard_bbh_snarks": {
            "alias": "  - leaderboard_bbh_snarks",
            "acc_norm,none": 0.8539325842696629,
            "acc_norm_stderr,none": 0.02654616762877703
        },
        "leaderboard_bbh_sports_understanding": {
            "alias": "  - leaderboard_bbh_sports_understanding",
            "acc_norm,none": 0.736,
            "acc_norm_stderr,none": 0.027934518957690866
        },
        "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": 0.26,
            "acc_norm_stderr,none": 0.027797315752644335
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
            "acc_norm,none": 0.328,
            "acc_norm_stderr,none": 0.029752391824475363
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
            "acc_norm,none": 0.42,
            "acc_norm_stderr,none": 0.03127799950463661
        },
        "leaderboard_bbh_web_of_lies": {
            "alias": "  - leaderboard_bbh_web_of_lies",
            "acc_norm,none": 0.58,
            "acc_norm_stderr,none": 0.03127799950463661
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.3187919463087248,
            "acc_norm_stderr,none": 0.013507299687249402,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "alias": "  - leaderboard_gpqa_diamond",
            "acc_norm,none": 0.2878787878787879,
            "acc_norm_stderr,none": 0.03225883512300998
        },
        "leaderboard_gpqa_extended": {
            "alias": "  - leaderboard_gpqa_extended",
            "acc_norm,none": 0.3315018315018315,
            "acc_norm_stderr,none": 0.02016484210875762
        },
        "leaderboard_gpqa_main": {
            "alias": "  - leaderboard_gpqa_main",
            "acc_norm,none": 0.3169642857142857,
            "acc_norm_stderr,none": 0.0220076215848248
        },
        "leaderboard_ifeval": {
            "alias": " - leaderboard_ifeval",
            "prompt_level_strict_acc,none": 0.5988909426987061,
            "prompt_level_strict_acc_stderr,none": 0.021091536895520756,
            "inst_level_strict_acc,none": 0.697841726618705,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.6487985212569316,
            "prompt_level_loose_acc_stderr,none": 0.020541692024854775,
            "inst_level_loose_acc,none": 0.7350119904076738,
            "inst_level_loose_acc_stderr,none": "N/A"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.0770392749244713,
            "exact_match_stderr,none": 0.007118691489612273,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "alias": "  - leaderboard_math_algebra_hard",
            "exact_match,none": 0.13680781758957655,
            "exact_match_stderr,none": 0.019644839884927132
        },
        "leaderboard_math_counting_and_prob_hard": {
            "alias": "  - leaderboard_math_counting_and_prob_hard",
            "exact_match,none": 0.024390243902439025,
            "exact_match_stderr,none": 0.013965813032045565
        },
        "leaderboard_math_geometry_hard": {
            "alias": "  - leaderboard_math_geometry_hard",
            "exact_match,none": 0.03787878787878788,
            "exact_match_stderr,none": 0.016679279394712563
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "alias": "  - leaderboard_math_intermediate_algebra_hard",
            "exact_match,none": 0.017857142857142856,
            "exact_match_stderr,none": 0.007928503387888855
        },
        "leaderboard_math_num_theory_hard": {
            "alias": "  - leaderboard_math_num_theory_hard",
            "exact_match,none": 0.05194805194805195,
            "exact_match_stderr,none": 0.017941344490765
        },
        "leaderboard_math_prealgebra_hard": {
            "alias": "  - leaderboard_math_prealgebra_hard",
            "exact_match,none": 0.19170984455958548,
            "exact_match_stderr,none": 0.028408953626245216
        },
        "leaderboard_math_precalculus_hard": {
            "alias": "  - leaderboard_math_precalculus_hard",
            "exact_match,none": 0.014814814814814815,
            "exact_match_stderr,none": 0.010436494549594376
        },
        "leaderboard_mmlu_pro": {
            "alias": " - leaderboard_mmlu_pro",
            "acc,none": 0.5350731382978723,
            "acc_stderr,none": 0.004547241612369884
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.4193121693121693,
            "acc_norm_stderr,none": 0.017323403367998178,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "alias": "  - leaderboard_musr_murder_mysteries",
            "acc_norm,none": 0.516,
            "acc_norm_stderr,none": 0.03166998503010743
        },
        "leaderboard_musr_object_placements": {
            "alias": "  - leaderboard_musr_object_placements",
            "acc_norm,none": 0.234375,
            "acc_norm_stderr,none": 0.02652733398834892
        },
        "leaderboard_musr_team_allocation": {
            "alias": "  - leaderboard_musr_team_allocation",
            "acc_norm,none": 0.512,
            "acc_norm_stderr,none": 0.03167708558254714
        }
    },
    "leaderboard": {
        "prompt_level_strict_acc,none": 0.5988909426987061,
        "prompt_level_strict_acc_stderr,none": 0.021091536895520756,
        "inst_level_strict_acc,none": 0.697841726618705,
        "inst_level_strict_acc_stderr,none": "N/A",
        "acc,none": 0.5350731382978723,
        "acc_stderr,none": 0.004547241612369884,
        "exact_match,none": 0.0770392749244713,
        "exact_match_stderr,none": 0.007118691489612273,
        "inst_level_loose_acc,none": 0.7350119904076738,
        "inst_level_loose_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.6487985212569316,
        "prompt_level_loose_acc_stderr,none": 0.020541692024854778,
        "acc_norm,none": 0.6051368530289273,
        "acc_norm_stderr,none": 0.004976648584965499,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.6887693108835272,
        "acc_norm_stderr,none": 0.005600679639108877,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "alias": "  - leaderboard_bbh_boolean_expressions",
        "acc_norm,none": 0.9,
        "acc_norm_stderr,none": 0.01901172751573434
    },
    "leaderboard_bbh_causal_judgement": {
        "alias": "  - leaderboard_bbh_causal_judgement",
        "acc_norm,none": 0.6524064171122995,
        "acc_norm_stderr,none": 0.034917128004470825
    },
    "leaderboard_bbh_date_understanding": {
        "alias": "  - leaderboard_bbh_date_understanding",
        "acc_norm,none": 0.7,
        "acc_norm_stderr,none": 0.029040893477575786
    },
    "leaderboard_bbh_disambiguation_qa": {
        "alias": "  - leaderboard_bbh_disambiguation_qa",
        "acc_norm,none": 0.76,
        "acc_norm_stderr,none": 0.027065293652238982
    },
    "leaderboard_bbh_formal_fallacies": {
        "alias": "  - leaderboard_bbh_formal_fallacies",
        "acc_norm,none": 0.692,
        "acc_norm_stderr,none": 0.02925692860650181
    },
    "leaderboard_bbh_geometric_shapes": {
        "alias": "  - leaderboard_bbh_geometric_shapes",
        "acc_norm,none": 0.544,
        "acc_norm_stderr,none": 0.031563285061213475
    },
    "leaderboard_bbh_hyperbaton": {
        "alias": "  - leaderboard_bbh_hyperbaton",
        "acc_norm,none": 0.896,
        "acc_norm_stderr,none": 0.019345100974843932
    },
    "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": 0.548,
        "acc_norm_stderr,none": 0.03153986449255664
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
        "acc_norm,none": 0.956,
        "acc_norm_stderr,none": 0.012997373846574952
    },
    "leaderboard_bbh_movie_recommendation": {
        "alias": "  - leaderboard_bbh_movie_recommendation",
        "acc_norm,none": 0.672,
        "acc_norm_stderr,none": 0.029752391824475363
    },
    "leaderboard_bbh_navigate": {
        "alias": "  - leaderboard_bbh_navigate",
        "acc_norm,none": 0.728,
        "acc_norm_stderr,none": 0.028200088296309975
    },
    "leaderboard_bbh_object_counting": {
        "alias": "  - leaderboard_bbh_object_counting",
        "acc_norm,none": 0.6,
        "acc_norm_stderr,none": 0.031046021028253316
    },
    "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": 0.852,
        "acc_norm_stderr,none": 0.022503547243806186
    },
    "leaderboard_bbh_ruin_names": {
        "alias": "  - leaderboard_bbh_ruin_names",
        "acc_norm,none": 0.86,
        "acc_norm_stderr,none": 0.021989409645240245
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "alias": "  - leaderboard_bbh_salient_translation_error_detection",
        "acc_norm,none": 0.624,
        "acc_norm_stderr,none": 0.03069633626739458
    },
    "leaderboard_bbh_snarks": {
        "alias": "  - leaderboard_bbh_snarks",
        "acc_norm,none": 0.8539325842696629,
        "acc_norm_stderr,none": 0.02654616762877703
    },
    "leaderboard_bbh_sports_understanding": {
        "alias": "  - leaderboard_bbh_sports_understanding",
        "acc_norm,none": 0.736,
        "acc_norm_stderr,none": 0.027934518957690866
    },
    "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": 0.26,
        "acc_norm_stderr,none": 0.027797315752644335
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
        "acc_norm,none": 0.328,
        "acc_norm_stderr,none": 0.029752391824475363
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
        "acc_norm,none": 0.42,
        "acc_norm_stderr,none": 0.03127799950463661
    },
    "leaderboard_bbh_web_of_lies": {
        "alias": "  - leaderboard_bbh_web_of_lies",
        "acc_norm,none": 0.58,
        "acc_norm_stderr,none": 0.03127799950463661
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.3187919463087248,
        "acc_norm_stderr,none": 0.013507299687249402,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "alias": "  - leaderboard_gpqa_diamond",
        "acc_norm,none": 0.2878787878787879,
        "acc_norm_stderr,none": 0.03225883512300998
    },
    "leaderboard_gpqa_extended": {
        "alias": "  - leaderboard_gpqa_extended",
        "acc_norm,none": 0.3315018315018315,
        "acc_norm_stderr,none": 0.02016484210875762
    },
    "leaderboard_gpqa_main": {
        "alias": "  - leaderboard_gpqa_main",
        "acc_norm,none": 0.3169642857142857,
        "acc_norm_stderr,none": 0.0220076215848248
    },
    "leaderboard_ifeval": {
        "alias": " - leaderboard_ifeval",
        "prompt_level_strict_acc,none": 0.5988909426987061,
        "prompt_level_strict_acc_stderr,none": 0.021091536895520756,
        "inst_level_strict_acc,none": 0.697841726618705,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.6487985212569316,
        "prompt_level_loose_acc_stderr,none": 0.020541692024854775,
        "inst_level_loose_acc,none": 0.7350119904076738,
        "inst_level_loose_acc_stderr,none": "N/A"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.0770392749244713,
        "exact_match_stderr,none": 0.007118691489612273,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "alias": "  - leaderboard_math_algebra_hard",
        "exact_match,none": 0.13680781758957655,
        "exact_match_stderr,none": 0.019644839884927132
    },
    "leaderboard_math_counting_and_prob_hard": {
        "alias": "  - leaderboard_math_counting_and_prob_hard",
        "exact_match,none": 0.024390243902439025,
        "exact_match_stderr,none": 0.013965813032045565
    },
    "leaderboard_math_geometry_hard": {
        "alias": "  - leaderboard_math_geometry_hard",
        "exact_match,none": 0.03787878787878788,
        "exact_match_stderr,none": 0.016679279394712563
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "alias": "  - leaderboard_math_intermediate_algebra_hard",
        "exact_match,none": 0.017857142857142856,
        "exact_match_stderr,none": 0.007928503387888855
    },
    "leaderboard_math_num_theory_hard": {
        "alias": "  - leaderboard_math_num_theory_hard",
        "exact_match,none": 0.05194805194805195,
        "exact_match_stderr,none": 0.017941344490765
    },
    "leaderboard_math_prealgebra_hard": {
        "alias": "  - leaderboard_math_prealgebra_hard",
        "exact_match,none": 0.19170984455958548,
        "exact_match_stderr,none": 0.028408953626245216
    },
    "leaderboard_math_precalculus_hard": {
        "alias": "  - leaderboard_math_precalculus_hard",
        "exact_match,none": 0.014814814814814815,
        "exact_match_stderr,none": 0.010436494549594376
    },
    "leaderboard_mmlu_pro": {
        "alias": " - leaderboard_mmlu_pro",
        "acc,none": 0.5350731382978723,
        "acc_stderr,none": 0.004547241612369884
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.4193121693121693,
        "acc_norm_stderr,none": 0.017323403367998178,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "alias": "  - leaderboard_musr_murder_mysteries",
        "acc_norm,none": 0.516,
        "acc_norm_stderr,none": 0.03166998503010743
    },
    "leaderboard_musr_object_placements": {
        "alias": "  - leaderboard_musr_object_placements",
        "acc_norm,none": 0.234375,
        "acc_norm_stderr,none": 0.02652733398834892
    },
    "leaderboard_musr_team_allocation": {
        "alias": "  - leaderboard_musr_team_allocation",
        "acc_norm,none": 0.512,
        "acc_norm_stderr,none": 0.03167708558254714
    }
}

Dataset Details

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Out-of-Scope Use

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Dataset Structure

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Dataset Creation

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Source Data

Data Collection and Processing

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Who are the source data producers?

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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.

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