open-llm-leaderboard/prithivMLmods__Phi-4-Empathetic-details

Dataset Card for Evaluation run of prithivMLmods/Phi-4-Empathetic

Dataset automatically created during the evaluation run of model prithivMLmods/Phi-4-Empathetic 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/prithivMLmods__Phi-4-Empathetic-details",
    name="prithivMLmods__Phi-4-Empathetic__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2025-01-13T19-33-26.604717 (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_loose_acc,none": 0.04066543438077634,
            "prompt_level_loose_acc_stderr,none": 0.008499646705882144,
            "acc_norm,none": 0.6087689713322091,
            "acc_norm_stderr,none": 0.005060420449375155,
            "acc,none": 0.5065658244680851,
            "acc_stderr,none": 0.004558077370634073,
            "prompt_level_strict_acc,none": 0.036968576709796676,
            "prompt_level_strict_acc_stderr,none": 0.00811969496848256,
            "inst_level_loose_acc,none": 0.06474820143884892,
            "inst_level_loose_acc_stderr,none": "N/A",
            "inst_level_strict_acc,none": 0.06235011990407674,
            "inst_level_strict_acc_stderr,none": "N/A",
            "exact_match,none": 0.2590634441087613,
            "exact_match_stderr,none": 0.011079121406136153,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.6705433084533935,
            "acc_norm_stderr,none": 0.0056354172954208945,
            "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": 0.6256684491978609,
            "acc_norm_stderr,none": 0.0354849234134303
        },
        "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": 0.716,
            "acc_norm_stderr,none": 0.028576958730437443
        },
        "leaderboard_bbh_formal_fallacies": {
            "alias": "  - leaderboard_bbh_formal_fallacies",
            "acc_norm,none": 0.752,
            "acc_norm_stderr,none": 0.027367497504863593
        },
        "leaderboard_bbh_geometric_shapes": {
            "alias": "  - leaderboard_bbh_geometric_shapes",
            "acc_norm,none": 0.42,
            "acc_norm_stderr,none": 0.03127799950463661
        },
        "leaderboard_bbh_hyperbaton": {
            "alias": "  - leaderboard_bbh_hyperbaton",
            "acc_norm,none": 0.812,
            "acc_norm_stderr,none": 0.02476037772775051
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
            "acc_norm,none": 0.632,
            "acc_norm_stderr,none": 0.03056207062099311
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
            "acc_norm,none": 0.536,
            "acc_norm_stderr,none": 0.031603975145223735
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
            "acc_norm,none": 0.884,
            "acc_norm_stderr,none": 0.020293429803083823
        },
        "leaderboard_bbh_movie_recommendation": {
            "alias": "  - leaderboard_bbh_movie_recommendation",
            "acc_norm,none": 0.828,
            "acc_norm_stderr,none": 0.02391551394448624
        },
        "leaderboard_bbh_navigate": {
            "alias": "  - leaderboard_bbh_navigate",
            "acc_norm,none": 0.7,
            "acc_norm_stderr,none": 0.029040893477575786
        },
        "leaderboard_bbh_object_counting": {
            "alias": "  - leaderboard_bbh_object_counting",
            "acc_norm,none": 0.496,
            "acc_norm_stderr,none": 0.0316851985511992
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "alias": "  - leaderboard_bbh_penguins_in_a_table",
            "acc_norm,none": 0.7602739726027398,
            "acc_norm_stderr,none": 0.03545346237511038
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
            "acc_norm,none": 0.82,
            "acc_norm_stderr,none": 0.02434689065029351
        },
        "leaderboard_bbh_ruin_names": {
            "alias": "  - leaderboard_bbh_ruin_names",
            "acc_norm,none": 0.916,
            "acc_norm_stderr,none": 0.017578738526776348
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "alias": "  - leaderboard_bbh_salient_translation_error_detection",
            "acc_norm,none": 0.616,
            "acc_norm_stderr,none": 0.030821679117375447
        },
        "leaderboard_bbh_snarks": {
            "alias": "  - leaderboard_bbh_snarks",
            "acc_norm,none": 0.7584269662921348,
            "acc_norm_stderr,none": 0.032173216138332565
        },
        "leaderboard_bbh_sports_understanding": {
            "alias": "  - leaderboard_bbh_sports_understanding",
            "acc_norm,none": 0.704,
            "acc_norm_stderr,none": 0.028928939388379697
        },
        "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": 0.244,
            "acc_norm_stderr,none": 0.02721799546455311
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
            "acc_norm,none": 0.296,
            "acc_norm_stderr,none": 0.028928939388379694
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
            "acc_norm,none": 0.4,
            "acc_norm_stderr,none": 0.031046021028253316
        },
        "leaderboard_bbh_web_of_lies": {
            "alias": "  - leaderboard_bbh_web_of_lies",
            "acc_norm,none": 0.572,
            "acc_norm_stderr,none": 0.031355968923772626
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.3800335570469799,
            "acc_norm_stderr,none": 0.014070943080506892,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "alias": "  - leaderboard_gpqa_diamond",
            "acc_norm,none": 0.40404040404040403,
            "acc_norm_stderr,none": 0.03496130972056125
        },
        "leaderboard_gpqa_extended": {
            "alias": "  - leaderboard_gpqa_extended",
            "acc_norm,none": 0.3663003663003663,
            "acc_norm_stderr,none": 0.020637740788656753
        },
        "leaderboard_gpqa_main": {
            "alias": "  - leaderboard_gpqa_main",
            "acc_norm,none": 0.3861607142857143,
            "acc_norm_stderr,none": 0.02302807434668535
        },
        "leaderboard_ifeval": {
            "alias": " - leaderboard_ifeval",
            "prompt_level_strict_acc,none": 0.036968576709796676,
            "prompt_level_strict_acc_stderr,none": 0.00811969496848256,
            "inst_level_strict_acc,none": 0.06235011990407674,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.04066543438077634,
            "prompt_level_loose_acc_stderr,none": 0.008499646705882144,
            "inst_level_loose_acc,none": 0.06474820143884892,
            "inst_level_loose_acc_stderr,none": "N/A"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.2590634441087613,
            "exact_match_stderr,none": 0.011079121406136153,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "alias": "  - leaderboard_math_algebra_hard",
            "exact_match,none": 0.46254071661237783,
            "exact_match_stderr,none": 0.028502769163031596
        },
        "leaderboard_math_counting_and_prob_hard": {
            "alias": "  - leaderboard_math_counting_and_prob_hard",
            "exact_match,none": 0.17073170731707318,
            "exact_match_stderr,none": 0.034066279591320504
        },
        "leaderboard_math_geometry_hard": {
            "alias": "  - leaderboard_math_geometry_hard",
            "exact_match,none": 0.08333333333333333,
            "exact_match_stderr,none": 0.02414790444796731
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "alias": "  - leaderboard_math_intermediate_algebra_hard",
            "exact_match,none": 0.07857142857142857,
            "exact_match_stderr,none": 0.016108721027177985
        },
        "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": 0.46632124352331605,
            "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": 0.5065658244680851,
            "acc_stderr,none": 0.004558077370634073
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.49867724867724866,
            "acc_norm_stderr,none": 0.01806032066235972,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "alias": "  - leaderboard_musr_murder_mysteries",
            "acc_norm,none": 0.592,
            "acc_norm_stderr,none": 0.03114520984654851
        },
        "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": 0.464,
            "acc_norm_stderr,none": 0.03160397514522374
        }
    },
    "leaderboard": {
        "prompt_level_loose_acc,none": 0.04066543438077634,
        "prompt_level_loose_acc_stderr,none": 0.008499646705882144,
        "acc_norm,none": 0.6087689713322091,
        "acc_norm_stderr,none": 0.005060420449375155,
        "acc,none": 0.5065658244680851,
        "acc_stderr,none": 0.004558077370634073,
        "prompt_level_strict_acc,none": 0.036968576709796676,
        "prompt_level_strict_acc_stderr,none": 0.00811969496848256,
        "inst_level_loose_acc,none": 0.06474820143884892,
        "inst_level_loose_acc_stderr,none": "N/A",
        "inst_level_strict_acc,none": 0.06235011990407674,
        "inst_level_strict_acc_stderr,none": "N/A",
        "exact_match,none": 0.2590634441087613,
        "exact_match_stderr,none": 0.011079121406136153,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.6705433084533935,
        "acc_norm_stderr,none": 0.0056354172954208945,
        "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": 0.6256684491978609,
        "acc_norm_stderr,none": 0.0354849234134303
    },
    "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": 0.716,
        "acc_norm_stderr,none": 0.028576958730437443
    },
    "leaderboard_bbh_formal_fallacies": {
        "alias": "  - leaderboard_bbh_formal_fallacies",
        "acc_norm,none": 0.752,
        "acc_norm_stderr,none": 0.027367497504863593
    },
    "leaderboard_bbh_geometric_shapes": {
        "alias": "  - leaderboard_bbh_geometric_shapes",
        "acc_norm,none": 0.42,
        "acc_norm_stderr,none": 0.03127799950463661
    },
    "leaderboard_bbh_hyperbaton": {
        "alias": "  - leaderboard_bbh_hyperbaton",
        "acc_norm,none": 0.812,
        "acc_norm_stderr,none": 0.02476037772775051
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
        "acc_norm,none": 0.632,
        "acc_norm_stderr,none": 0.03056207062099311
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
        "acc_norm,none": 0.536,
        "acc_norm_stderr,none": 0.031603975145223735
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
        "acc_norm,none": 0.884,
        "acc_norm_stderr,none": 0.020293429803083823
    },
    "leaderboard_bbh_movie_recommendation": {
        "alias": "  - leaderboard_bbh_movie_recommendation",
        "acc_norm,none": 0.828,
        "acc_norm_stderr,none": 0.02391551394448624
    },
    "leaderboard_bbh_navigate": {
        "alias": "  - leaderboard_bbh_navigate",
        "acc_norm,none": 0.7,
        "acc_norm_stderr,none": 0.029040893477575786
    },
    "leaderboard_bbh_object_counting": {
        "alias": "  - leaderboard_bbh_object_counting",
        "acc_norm,none": 0.496,
        "acc_norm_stderr,none": 0.0316851985511992
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "alias": "  - leaderboard_bbh_penguins_in_a_table",
        "acc_norm,none": 0.7602739726027398,
        "acc_norm_stderr,none": 0.03545346237511038
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
        "acc_norm,none": 0.82,
        "acc_norm_stderr,none": 0.02434689065029351
    },
    "leaderboard_bbh_ruin_names": {
        "alias": "  - leaderboard_bbh_ruin_names",
        "acc_norm,none": 0.916,
        "acc_norm_stderr,none": 0.017578738526776348
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "alias": "  - leaderboard_bbh_salient_translation_error_detection",
        "acc_norm,none": 0.616,
        "acc_norm_stderr,none": 0.030821679117375447
    },
    "leaderboard_bbh_snarks": {
        "alias": "  - leaderboard_bbh_snarks",
        "acc_norm,none": 0.7584269662921348,
        "acc_norm_stderr,none": 0.032173216138332565
    },
    "leaderboard_bbh_sports_understanding": {
        "alias": "  - leaderboard_bbh_sports_understanding",
        "acc_norm,none": 0.704,
        "acc_norm_stderr,none": 0.028928939388379697
    },
    "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": 0.244,
        "acc_norm_stderr,none": 0.02721799546455311
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
        "acc_norm,none": 0.296,
        "acc_norm_stderr,none": 0.028928939388379694
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
        "acc_norm,none": 0.4,
        "acc_norm_stderr,none": 0.031046021028253316
    },
    "leaderboard_bbh_web_of_lies": {
        "alias": "  - leaderboard_bbh_web_of_lies",
        "acc_norm,none": 0.572,
        "acc_norm_stderr,none": 0.031355968923772626
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.3800335570469799,
        "acc_norm_stderr,none": 0.014070943080506892,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "alias": "  - leaderboard_gpqa_diamond",
        "acc_norm,none": 0.40404040404040403,
        "acc_norm_stderr,none": 0.03496130972056125
    },
    "leaderboard_gpqa_extended": {
        "alias": "  - leaderboard_gpqa_extended",
        "acc_norm,none": 0.3663003663003663,
        "acc_norm_stderr,none": 0.020637740788656753
    },
    "leaderboard_gpqa_main": {
        "alias": "  - leaderboard_gpqa_main",
        "acc_norm,none": 0.3861607142857143,
        "acc_norm_stderr,none": 0.02302807434668535
    },
    "leaderboard_ifeval": {
        "alias": " - leaderboard_ifeval",
        "prompt_level_strict_acc,none": 0.036968576709796676,
        "prompt_level_strict_acc_stderr,none": 0.00811969496848256,
        "inst_level_strict_acc,none": 0.06235011990407674,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.04066543438077634,
        "prompt_level_loose_acc_stderr,none": 0.008499646705882144,
        "inst_level_loose_acc,none": 0.06474820143884892,
        "inst_level_loose_acc_stderr,none": "N/A"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.2590634441087613,
        "exact_match_stderr,none": 0.011079121406136153,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "alias": "  - leaderboard_math_algebra_hard",
        "exact_match,none": 0.46254071661237783,
        "exact_match_stderr,none": 0.028502769163031596
    },
    "leaderboard_math_counting_and_prob_hard": {
        "alias": "  - leaderboard_math_counting_and_prob_hard",
        "exact_match,none": 0.17073170731707318,
        "exact_match_stderr,none": 0.034066279591320504
    },
    "leaderboard_math_geometry_hard": {
        "alias": "  - leaderboard_math_geometry_hard",
        "exact_match,none": 0.08333333333333333,
        "exact_match_stderr,none": 0.02414790444796731
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "alias": "  - leaderboard_math_intermediate_algebra_hard",
        "exact_match,none": 0.07857142857142857,
        "exact_match_stderr,none": 0.016108721027177985
    },
    "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": 0.46632124352331605,
        "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": 0.5065658244680851,
        "acc_stderr,none": 0.004558077370634073
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.49867724867724866,
        "acc_norm_stderr,none": 0.01806032066235972,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "alias": "  - leaderboard_musr_murder_mysteries",
        "acc_norm,none": 0.592,
        "acc_norm_stderr,none": 0.03114520984654851
    },
    "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": 0.464,
        "acc_norm_stderr,none": 0.03160397514522374
    }
}

Dataset Details

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Dataset Structure

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Dataset Creation

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Source Data

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Bias, Risks, and Limitations

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