open-llm-leaderboard/NikolaSigmoid__phi-4-300steps-details

Dataset Card for Evaluation run of NikolaSigmoid/phi-4-300steps

Dataset automatically created during the evaluation run of model NikolaSigmoid/phi-4-300steps The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task.

The dataset has been created from 2 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/NikolaSigmoid__phi-4-300steps-details",
    name="NikolaSigmoid__phi-4-300steps__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2025-03-07T04-37-27.932310 (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": 0.5287566489361702,
            "acc_stderr,none": 0.004550924967174251,
            "inst_level_strict_acc,none": 0.06594724220623502,
            "inst_level_strict_acc_stderr,none": "N/A",
            "acc_norm,none": 0.6114930600596705,
            "acc_norm_stderr,none": 0.005050685349180488,
            "prompt_level_loose_acc,none": 0.04990757855822551,
            "prompt_level_loose_acc_stderr,none": 0.009370640928381942,
            "prompt_level_strict_acc,none": 0.04621072088724584,
            "prompt_level_strict_acc_stderr,none": 0.00903442901947947,
            "exact_match,none": 0.2945619335347432,
            "exact_match_stderr,none": 0.011510421587676038,
            "inst_level_loose_acc,none": 0.0683453237410072,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.6684603367470925,
            "acc_norm_stderr,none": 0.005605024382800902,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "alias": "  - leaderboard_bbh_boolean_expressions",
            "acc_norm,none": 0.956,
            "acc_norm_stderr,none": 0.012997373846574952
        },
        "leaderboard_bbh_causal_judgement": {
            "alias": "  - leaderboard_bbh_causal_judgement",
            "acc_norm,none": 0.6310160427807486,
            "acc_norm_stderr,none": 0.03538078548260318
        },
        "leaderboard_bbh_date_understanding": {
            "alias": "  - leaderboard_bbh_date_understanding",
            "acc_norm,none": 0.724,
            "acc_norm_stderr,none": 0.02832853727421142
        },
        "leaderboard_bbh_disambiguation_qa": {
            "alias": "  - leaderboard_bbh_disambiguation_qa",
            "acc_norm,none": 0.756,
            "acc_norm_stderr,none": 0.02721799546455311
        },
        "leaderboard_bbh_formal_fallacies": {
            "alias": "  - leaderboard_bbh_formal_fallacies",
            "acc_norm,none": 0.756,
            "acc_norm_stderr,none": 0.02721799546455311
        },
        "leaderboard_bbh_geometric_shapes": {
            "alias": "  - leaderboard_bbh_geometric_shapes",
            "acc_norm,none": 0.344,
            "acc_norm_stderr,none": 0.03010450339231644
        },
        "leaderboard_bbh_hyperbaton": {
            "alias": "  - leaderboard_bbh_hyperbaton",
            "acc_norm,none": 0.772,
            "acc_norm_stderr,none": 0.026587432487268498
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
            "acc_norm,none": 0.608,
            "acc_norm_stderr,none": 0.030938207620401222
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
            "acc_norm,none": 0.52,
            "acc_norm_stderr,none": 0.03166085340849512
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
            "acc_norm,none": 0.892,
            "acc_norm_stderr,none": 0.019669559381568776
        },
        "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": 0.728,
            "acc_norm_stderr,none": 0.028200088296309975
        },
        "leaderboard_bbh_object_counting": {
            "alias": "  - leaderboard_bbh_object_counting",
            "acc_norm,none": 0.536,
            "acc_norm_stderr,none": 0.031603975145223735
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "alias": "  - leaderboard_bbh_penguins_in_a_table",
            "acc_norm,none": 0.7397260273972602,
            "acc_norm_stderr,none": 0.03643903096750157
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
            "acc_norm,none": 0.848,
            "acc_norm_stderr,none": 0.022752024491765464
        },
        "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": 0.592,
            "acc_norm_stderr,none": 0.03114520984654851
        },
        "leaderboard_bbh_snarks": {
            "alias": "  - leaderboard_bbh_snarks",
            "acc_norm,none": 0.7359550561797753,
            "acc_norm_stderr,none": 0.03313431077658841
        },
        "leaderboard_bbh_sports_understanding": {
            "alias": "  - leaderboard_bbh_sports_understanding",
            "acc_norm,none": 0.716,
            "acc_norm_stderr,none": 0.028576958730437443
        },
        "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": 0.24,
            "acc_norm_stderr,none": 0.027065293652238982
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
            "acc_norm,none": 0.3,
            "acc_norm_stderr,none": 0.029040893477575783
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
            "acc_norm,none": 0.384,
            "acc_norm_stderr,none": 0.030821679117375447
        },
        "leaderboard_bbh_web_of_lies": {
            "alias": "  - leaderboard_bbh_web_of_lies",
            "acc_norm,none": 0.584,
            "acc_norm_stderr,none": 0.031235856237014505
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.4052013422818792,
            "acc_norm_stderr,none": 0.014233967414492085,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "alias": "  - leaderboard_gpqa_diamond",
            "acc_norm,none": 0.41919191919191917,
            "acc_norm_stderr,none": 0.03515520728670421
        },
        "leaderboard_gpqa_extended": {
            "alias": "  - leaderboard_gpqa_extended",
            "acc_norm,none": 0.39377289377289376,
            "acc_norm_stderr,none": 0.02092870387035164
        },
        "leaderboard_gpqa_main": {
            "alias": "  - leaderboard_gpqa_main",
            "acc_norm,none": 0.41294642857142855,
            "acc_norm_stderr,none": 0.023287987691016507
        },
        "leaderboard_ifeval": {
            "alias": " - leaderboard_ifeval",
            "prompt_level_strict_acc,none": 0.04621072088724584,
            "prompt_level_strict_acc_stderr,none": 0.00903442901947947,
            "inst_level_strict_acc,none": 0.06594724220623502,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.04990757855822551,
            "prompt_level_loose_acc_stderr,none": 0.009370640928381942,
            "inst_level_loose_acc,none": 0.0683453237410072,
            "inst_level_loose_acc_stderr,none": "N/A"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.2945619335347432,
            "exact_match_stderr,none": 0.011510421587676038,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "alias": "  - leaderboard_math_algebra_hard",
            "exact_match,none": 0.501628664495114,
            "exact_match_stderr,none": 0.028582945887270755
        },
        "leaderboard_math_counting_and_prob_hard": {
            "alias": "  - leaderboard_math_counting_and_prob_hard",
            "exact_match,none": 0.17886178861788618,
            "exact_match_stderr,none": 0.03469660648478191
        },
        "leaderboard_math_geometry_hard": {
            "alias": "  - leaderboard_math_geometry_hard",
            "exact_match,none": 0.14393939393939395,
            "exact_match_stderr,none": 0.030669482160081984
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "alias": "  - leaderboard_math_intermediate_algebra_hard",
            "exact_match,none": 0.10357142857142858,
            "exact_match_stderr,none": 0.018242137576271602
        },
        "leaderboard_math_num_theory_hard": {
            "alias": "  - leaderboard_math_num_theory_hard",
            "exact_match,none": 0.3051948051948052,
            "exact_match_stderr,none": 0.0372284008596668
        },
        "leaderboard_math_prealgebra_hard": {
            "alias": "  - leaderboard_math_prealgebra_hard",
            "exact_match,none": 0.538860103626943,
            "exact_match_stderr,none": 0.03597524411734576
        },
        "leaderboard_math_precalculus_hard": {
            "alias": "  - leaderboard_math_precalculus_hard",
            "exact_match,none": 0.1111111111111111,
            "exact_match_stderr,none": 0.027148765412512273
        },
        "leaderboard_mmlu_pro": {
            "alias": " - leaderboard_mmlu_pro",
            "acc,none": 0.5287566489361702,
            "acc_stderr,none": 0.004550924967174251
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.5026455026455027,
            "acc_norm_stderr,none": 0.01800792963775455,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "alias": "  - leaderboard_musr_murder_mysteries",
            "acc_norm,none": 0.6,
            "acc_norm_stderr,none": 0.031046021028253316
        },
        "leaderboard_musr_object_placements": {
            "alias": "  - leaderboard_musr_object_placements",
            "acc_norm,none": 0.4140625,
            "acc_norm_stderr,none": 0.030845265063510725
        },
        "leaderboard_musr_team_allocation": {
            "alias": "  - leaderboard_musr_team_allocation",
            "acc_norm,none": 0.496,
            "acc_norm_stderr,none": 0.0316851985511992
        }
    },
    "leaderboard": {
        "acc,none": 0.5287566489361702,
        "acc_stderr,none": 0.004550924967174251,
        "inst_level_strict_acc,none": 0.06594724220623502,
        "inst_level_strict_acc_stderr,none": "N/A",
        "acc_norm,none": 0.6114930600596705,
        "acc_norm_stderr,none": 0.005050685349180488,
        "prompt_level_loose_acc,none": 0.04990757855822551,
        "prompt_level_loose_acc_stderr,none": 0.009370640928381942,
        "prompt_level_strict_acc,none": 0.04621072088724584,
        "prompt_level_strict_acc_stderr,none": 0.00903442901947947,
        "exact_match,none": 0.2945619335347432,
        "exact_match_stderr,none": 0.011510421587676038,
        "inst_level_loose_acc,none": 0.0683453237410072,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.6684603367470925,
        "acc_norm_stderr,none": 0.005605024382800902,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "alias": "  - leaderboard_bbh_boolean_expressions",
        "acc_norm,none": 0.956,
        "acc_norm_stderr,none": 0.012997373846574952
    },
    "leaderboard_bbh_causal_judgement": {
        "alias": "  - leaderboard_bbh_causal_judgement",
        "acc_norm,none": 0.6310160427807486,
        "acc_norm_stderr,none": 0.03538078548260318
    },
    "leaderboard_bbh_date_understanding": {
        "alias": "  - leaderboard_bbh_date_understanding",
        "acc_norm,none": 0.724,
        "acc_norm_stderr,none": 0.02832853727421142
    },
    "leaderboard_bbh_disambiguation_qa": {
        "alias": "  - leaderboard_bbh_disambiguation_qa",
        "acc_norm,none": 0.756,
        "acc_norm_stderr,none": 0.02721799546455311
    },
    "leaderboard_bbh_formal_fallacies": {
        "alias": "  - leaderboard_bbh_formal_fallacies",
        "acc_norm,none": 0.756,
        "acc_norm_stderr,none": 0.02721799546455311
    },
    "leaderboard_bbh_geometric_shapes": {
        "alias": "  - leaderboard_bbh_geometric_shapes",
        "acc_norm,none": 0.344,
        "acc_norm_stderr,none": 0.03010450339231644
    },
    "leaderboard_bbh_hyperbaton": {
        "alias": "  - leaderboard_bbh_hyperbaton",
        "acc_norm,none": 0.772,
        "acc_norm_stderr,none": 0.026587432487268498
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
        "acc_norm,none": 0.608,
        "acc_norm_stderr,none": 0.030938207620401222
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
        "acc_norm,none": 0.52,
        "acc_norm_stderr,none": 0.03166085340849512
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
        "acc_norm,none": 0.892,
        "acc_norm_stderr,none": 0.019669559381568776
    },
    "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": 0.728,
        "acc_norm_stderr,none": 0.028200088296309975
    },
    "leaderboard_bbh_object_counting": {
        "alias": "  - leaderboard_bbh_object_counting",
        "acc_norm,none": 0.536,
        "acc_norm_stderr,none": 0.031603975145223735
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "alias": "  - leaderboard_bbh_penguins_in_a_table",
        "acc_norm,none": 0.7397260273972602,
        "acc_norm_stderr,none": 0.03643903096750157
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
        "acc_norm,none": 0.848,
        "acc_norm_stderr,none": 0.022752024491765464
    },
    "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": 0.592,
        "acc_norm_stderr,none": 0.03114520984654851
    },
    "leaderboard_bbh_snarks": {
        "alias": "  - leaderboard_bbh_snarks",
        "acc_norm,none": 0.7359550561797753,
        "acc_norm_stderr,none": 0.03313431077658841
    },
    "leaderboard_bbh_sports_understanding": {
        "alias": "  - leaderboard_bbh_sports_understanding",
        "acc_norm,none": 0.716,
        "acc_norm_stderr,none": 0.028576958730437443
    },
    "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": 0.24,
        "acc_norm_stderr,none": 0.027065293652238982
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
        "acc_norm,none": 0.3,
        "acc_norm_stderr,none": 0.029040893477575783
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
        "acc_norm,none": 0.384,
        "acc_norm_stderr,none": 0.030821679117375447
    },
    "leaderboard_bbh_web_of_lies": {
        "alias": "  - leaderboard_bbh_web_of_lies",
        "acc_norm,none": 0.584,
        "acc_norm_stderr,none": 0.031235856237014505
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.4052013422818792,
        "acc_norm_stderr,none": 0.014233967414492085,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "alias": "  - leaderboard_gpqa_diamond",
        "acc_norm,none": 0.41919191919191917,
        "acc_norm_stderr,none": 0.03515520728670421
    },
    "leaderboard_gpqa_extended": {
        "alias": "  - leaderboard_gpqa_extended",
        "acc_norm,none": 0.39377289377289376,
        "acc_norm_stderr,none": 0.02092870387035164
    },
    "leaderboard_gpqa_main": {
        "alias": "  - leaderboard_gpqa_main",
        "acc_norm,none": 0.41294642857142855,
        "acc_norm_stderr,none": 0.023287987691016507
    },
    "leaderboard_ifeval": {
        "alias": " - leaderboard_ifeval",
        "prompt_level_strict_acc,none": 0.04621072088724584,
        "prompt_level_strict_acc_stderr,none": 0.00903442901947947,
        "inst_level_strict_acc,none": 0.06594724220623502,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.04990757855822551,
        "prompt_level_loose_acc_stderr,none": 0.009370640928381942,
        "inst_level_loose_acc,none": 0.0683453237410072,
        "inst_level_loose_acc_stderr,none": "N/A"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.2945619335347432,
        "exact_match_stderr,none": 0.011510421587676038,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "alias": "  - leaderboard_math_algebra_hard",
        "exact_match,none": 0.501628664495114,
        "exact_match_stderr,none": 0.028582945887270755
    },
    "leaderboard_math_counting_and_prob_hard": {
        "alias": "  - leaderboard_math_counting_and_prob_hard",
        "exact_match,none": 0.17886178861788618,
        "exact_match_stderr,none": 0.03469660648478191
    },
    "leaderboard_math_geometry_hard": {
        "alias": "  - leaderboard_math_geometry_hard",
        "exact_match,none": 0.14393939393939395,
        "exact_match_stderr,none": 0.030669482160081984
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "alias": "  - leaderboard_math_intermediate_algebra_hard",
        "exact_match,none": 0.10357142857142858,
        "exact_match_stderr,none": 0.018242137576271602
    },
    "leaderboard_math_num_theory_hard": {
        "alias": "  - leaderboard_math_num_theory_hard",
        "exact_match,none": 0.3051948051948052,
        "exact_match_stderr,none": 0.0372284008596668
    },
    "leaderboard_math_prealgebra_hard": {
        "alias": "  - leaderboard_math_prealgebra_hard",
        "exact_match,none": 0.538860103626943,
        "exact_match_stderr,none": 0.03597524411734576
    },
    "leaderboard_math_precalculus_hard": {
        "alias": "  - leaderboard_math_precalculus_hard",
        "exact_match,none": 0.1111111111111111,
        "exact_match_stderr,none": 0.027148765412512273
    },
    "leaderboard_mmlu_pro": {
        "alias": " - leaderboard_mmlu_pro",
        "acc,none": 0.5287566489361702,
        "acc_stderr,none": 0.004550924967174251
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.5026455026455027,
        "acc_norm_stderr,none": 0.01800792963775455,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "alias": "  - leaderboard_musr_murder_mysteries",
        "acc_norm,none": 0.6,
        "acc_norm_stderr,none": 0.031046021028253316
    },
    "leaderboard_musr_object_placements": {
        "alias": "  - leaderboard_musr_object_placements",
        "acc_norm,none": 0.4140625,
        "acc_norm_stderr,none": 0.030845265063510725
    },
    "leaderboard_musr_team_allocation": {
        "alias": "  - leaderboard_musr_team_allocation",
        "acc_norm,none": 0.496,
        "acc_norm_stderr,none": 0.0316851985511992
    }
}

Dataset Details

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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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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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