open-llm-leaderboard/mkxu__llama-3-8b-instruct-fpo-details

Dataset Card for Evaluation run of mkxu/llama-3-8b-instruct-fpo

Dataset automatically created during the evaluation run of model mkxu/llama-3-8b-instruct-fpo 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/mkxu__llama-3-8b-instruct-fpo-details",
    name="mkxu__llama-3-8b-instruct-fpo__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2025-02-24T16-57-42.576964 (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": 0.6266173752310537,
            "prompt_level_strict_acc_stderr,none": 0.020815238376834452,
            "prompt_level_loose_acc,none": 0.6894639556377079,
            "prompt_level_loose_acc_stderr,none": 0.019912001290591178,
            "inst_level_strict_acc,none": 0.7314148681055156,
            "inst_level_strict_acc_stderr,none": "N/A",
            "acc_norm,none": 0.4479180179011545,
            "acc_norm_stderr,none": 0.005297798387389822,
            "inst_level_loose_acc,none": 0.7841726618705036,
            "inst_level_loose_acc_stderr,none": "N/A",
            "exact_match,none": 0.07326283987915408,
            "exact_match_stderr,none": 0.007038836815912143,
            "acc,none": 0.36045545212765956,
            "acc_stderr,none": 0.0043773405618867415,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.49401145634438465,
            "acc_norm_stderr,none": 0.006174973482718699,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "alias": "  - leaderboard_bbh_boolean_expressions",
            "acc_norm,none": 0.776,
            "acc_norm_stderr,none": 0.026421361687347884
        },
        "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": 0.48,
            "acc_norm_stderr,none": 0.03166085340849512
        },
        "leaderboard_bbh_disambiguation_qa": {
            "alias": "  - leaderboard_bbh_disambiguation_qa",
            "acc_norm,none": 0.644,
            "acc_norm_stderr,none": 0.0303436806571532
        },
        "leaderboard_bbh_formal_fallacies": {
            "alias": "  - leaderboard_bbh_formal_fallacies",
            "acc_norm,none": 0.556,
            "acc_norm_stderr,none": 0.03148684942554571
        },
        "leaderboard_bbh_geometric_shapes": {
            "alias": "  - leaderboard_bbh_geometric_shapes",
            "acc_norm,none": 0.34,
            "acc_norm_stderr,none": 0.030020073605457873
        },
        "leaderboard_bbh_hyperbaton": {
            "alias": "  - leaderboard_bbh_hyperbaton",
            "acc_norm,none": 0.704,
            "acc_norm_stderr,none": 0.028928939388379697
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
            "acc_norm,none": 0.34,
            "acc_norm_stderr,none": 0.030020073605457873
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
            "acc_norm,none": 0.416,
            "acc_norm_stderr,none": 0.031235856237014505
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
            "acc_norm,none": 0.476,
            "acc_norm_stderr,none": 0.03164968895968774
        },
        "leaderboard_bbh_movie_recommendation": {
            "alias": "  - leaderboard_bbh_movie_recommendation",
            "acc_norm,none": 0.524,
            "acc_norm_stderr,none": 0.03164968895968774
        },
        "leaderboard_bbh_navigate": {
            "alias": "  - leaderboard_bbh_navigate",
            "acc_norm,none": 0.664,
            "acc_norm_stderr,none": 0.029933259094191533
        },
        "leaderboard_bbh_object_counting": {
            "alias": "  - leaderboard_bbh_object_counting",
            "acc_norm,none": 0.304,
            "acc_norm_stderr,none": 0.02915021337415965
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "alias": "  - leaderboard_bbh_penguins_in_a_table",
            "acc_norm,none": 0.4931506849315068,
            "acc_norm_stderr,none": 0.04151884382177796
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
            "acc_norm,none": 0.584,
            "acc_norm_stderr,none": 0.031235856237014505
        },
        "leaderboard_bbh_ruin_names": {
            "alias": "  - leaderboard_bbh_ruin_names",
            "acc_norm,none": 0.752,
            "acc_norm_stderr,none": 0.027367497504863593
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "alias": "  - leaderboard_bbh_salient_translation_error_detection",
            "acc_norm,none": 0.448,
            "acc_norm_stderr,none": 0.03151438761115349
        },
        "leaderboard_bbh_snarks": {
            "alias": "  - leaderboard_bbh_snarks",
            "acc_norm,none": 0.5337078651685393,
            "acc_norm_stderr,none": 0.0374968006036899
        },
        "leaderboard_bbh_sports_understanding": {
            "alias": "  - leaderboard_bbh_sports_understanding",
            "acc_norm,none": 0.812,
            "acc_norm_stderr,none": 0.02476037772775051
        },
        "leaderboard_bbh_temporal_sequences": {
            "alias": "  - leaderboard_bbh_temporal_sequences",
            "acc_norm,none": 0.256,
            "acc_norm_stderr,none": 0.027657108718204846
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
            "acc_norm,none": 0.228,
            "acc_norm_stderr,none": 0.026587432487268498
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
            "acc_norm,none": 0.184,
            "acc_norm_stderr,none": 0.02455581299422255
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
            "acc_norm,none": 0.324,
            "acc_norm_stderr,none": 0.029658294924545567
        },
        "leaderboard_bbh_web_of_lies": {
            "alias": "  - leaderboard_bbh_web_of_lies",
            "acc_norm,none": 0.432,
            "acc_norm_stderr,none": 0.03139181076542942
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.27768456375838924,
            "acc_norm_stderr,none": 0.012957400173044111,
            "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": 0.2454212454212454,
            "acc_norm_stderr,none": 0.018433598050723896
        },
        "leaderboard_gpqa_main": {
            "alias": "  - leaderboard_gpqa_main",
            "acc_norm,none": 0.3125,
            "acc_norm_stderr,none": 0.021923384489444957
        },
        "leaderboard_ifeval": {
            "alias": " - leaderboard_ifeval",
            "prompt_level_strict_acc,none": 0.6266173752310537,
            "prompt_level_strict_acc_stderr,none": 0.020815238376834452,
            "inst_level_strict_acc,none": 0.7314148681055156,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.6894639556377079,
            "prompt_level_loose_acc_stderr,none": 0.019912001290591178,
            "inst_level_loose_acc,none": 0.7841726618705036,
            "inst_level_loose_acc_stderr,none": "N/A"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.07326283987915408,
            "exact_match_stderr,none": 0.007038836815912143,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "alias": "  - leaderboard_math_algebra_hard",
            "exact_match,none": 0.11400651465798045,
            "exact_match_stderr,none": 0.01816851306262922
        },
        "leaderboard_math_counting_and_prob_hard": {
            "alias": "  - leaderboard_math_counting_and_prob_hard",
            "exact_match,none": 0.04065040650406504,
            "exact_match_stderr,none": 0.017878907564437465
        },
        "leaderboard_math_geometry_hard": {
            "alias": "  - leaderboard_math_geometry_hard",
            "exact_match,none": 0.045454545454545456,
            "exact_match_stderr,none": 0.018199158975632696
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "alias": "  - leaderboard_math_intermediate_algebra_hard",
            "exact_match,none": 0.014285714285714285,
            "exact_match_stderr,none": 0.0071043508939153165
        },
        "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": 0.16580310880829016,
            "exact_match_stderr,none": 0.026839845022314426
        },
        "leaderboard_math_precalculus_hard": {
            "alias": "  - leaderboard_math_precalculus_hard",
            "exact_match,none": 0.05185185185185185,
            "exact_match_stderr,none": 0.019154368449050496
        },
        "leaderboard_mmlu_pro": {
            "alias": " - leaderboard_mmlu_pro",
            "acc,none": 0.36045545212765956,
            "acc_stderr,none": 0.0043773405618867415
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.36507936507936506,
            "acc_norm_stderr,none": 0.016935924137103774,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "alias": "  - leaderboard_musr_murder_mysteries",
            "acc_norm,none": 0.544,
            "acc_norm_stderr,none": 0.031563285061213475
        },
        "leaderboard_musr_object_placements": {
            "alias": "  - leaderboard_musr_object_placements",
            "acc_norm,none": 0.27734375,
            "acc_norm_stderr,none": 0.02803528549328419
        },
        "leaderboard_musr_team_allocation": {
            "alias": "  - leaderboard_musr_team_allocation",
            "acc_norm,none": 0.276,
            "acc_norm_stderr,none": 0.02832853727421142
        }
    },
    "leaderboard": {
        "prompt_level_strict_acc,none": 0.6266173752310537,
        "prompt_level_strict_acc_stderr,none": 0.020815238376834452,
        "prompt_level_loose_acc,none": 0.6894639556377079,
        "prompt_level_loose_acc_stderr,none": 0.019912001290591178,
        "inst_level_strict_acc,none": 0.7314148681055156,
        "inst_level_strict_acc_stderr,none": "N/A",
        "acc_norm,none": 0.4479180179011545,
        "acc_norm_stderr,none": 0.005297798387389822,
        "inst_level_loose_acc,none": 0.7841726618705036,
        "inst_level_loose_acc_stderr,none": "N/A",
        "exact_match,none": 0.07326283987915408,
        "exact_match_stderr,none": 0.007038836815912143,
        "acc,none": 0.36045545212765956,
        "acc_stderr,none": 0.0043773405618867415,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.49401145634438465,
        "acc_norm_stderr,none": 0.006174973482718699,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "alias": "  - leaderboard_bbh_boolean_expressions",
        "acc_norm,none": 0.776,
        "acc_norm_stderr,none": 0.026421361687347884
    },
    "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": 0.48,
        "acc_norm_stderr,none": 0.03166085340849512
    },
    "leaderboard_bbh_disambiguation_qa": {
        "alias": "  - leaderboard_bbh_disambiguation_qa",
        "acc_norm,none": 0.644,
        "acc_norm_stderr,none": 0.0303436806571532
    },
    "leaderboard_bbh_formal_fallacies": {
        "alias": "  - leaderboard_bbh_formal_fallacies",
        "acc_norm,none": 0.556,
        "acc_norm_stderr,none": 0.03148684942554571
    },
    "leaderboard_bbh_geometric_shapes": {
        "alias": "  - leaderboard_bbh_geometric_shapes",
        "acc_norm,none": 0.34,
        "acc_norm_stderr,none": 0.030020073605457873
    },
    "leaderboard_bbh_hyperbaton": {
        "alias": "  - leaderboard_bbh_hyperbaton",
        "acc_norm,none": 0.704,
        "acc_norm_stderr,none": 0.028928939388379697
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
        "acc_norm,none": 0.34,
        "acc_norm_stderr,none": 0.030020073605457873
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
        "acc_norm,none": 0.416,
        "acc_norm_stderr,none": 0.031235856237014505
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
        "acc_norm,none": 0.476,
        "acc_norm_stderr,none": 0.03164968895968774
    },
    "leaderboard_bbh_movie_recommendation": {
        "alias": "  - leaderboard_bbh_movie_recommendation",
        "acc_norm,none": 0.524,
        "acc_norm_stderr,none": 0.03164968895968774
    },
    "leaderboard_bbh_navigate": {
        "alias": "  - leaderboard_bbh_navigate",
        "acc_norm,none": 0.664,
        "acc_norm_stderr,none": 0.029933259094191533
    },
    "leaderboard_bbh_object_counting": {
        "alias": "  - leaderboard_bbh_object_counting",
        "acc_norm,none": 0.304,
        "acc_norm_stderr,none": 0.02915021337415965
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "alias": "  - leaderboard_bbh_penguins_in_a_table",
        "acc_norm,none": 0.4931506849315068,
        "acc_norm_stderr,none": 0.04151884382177796
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
        "acc_norm,none": 0.584,
        "acc_norm_stderr,none": 0.031235856237014505
    },
    "leaderboard_bbh_ruin_names": {
        "alias": "  - leaderboard_bbh_ruin_names",
        "acc_norm,none": 0.752,
        "acc_norm_stderr,none": 0.027367497504863593
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "alias": "  - leaderboard_bbh_salient_translation_error_detection",
        "acc_norm,none": 0.448,
        "acc_norm_stderr,none": 0.03151438761115349
    },
    "leaderboard_bbh_snarks": {
        "alias": "  - leaderboard_bbh_snarks",
        "acc_norm,none": 0.5337078651685393,
        "acc_norm_stderr,none": 0.0374968006036899
    },
    "leaderboard_bbh_sports_understanding": {
        "alias": "  - leaderboard_bbh_sports_understanding",
        "acc_norm,none": 0.812,
        "acc_norm_stderr,none": 0.02476037772775051
    },
    "leaderboard_bbh_temporal_sequences": {
        "alias": "  - leaderboard_bbh_temporal_sequences",
        "acc_norm,none": 0.256,
        "acc_norm_stderr,none": 0.027657108718204846
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
        "acc_norm,none": 0.228,
        "acc_norm_stderr,none": 0.026587432487268498
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
        "acc_norm,none": 0.184,
        "acc_norm_stderr,none": 0.02455581299422255
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
        "acc_norm,none": 0.324,
        "acc_norm_stderr,none": 0.029658294924545567
    },
    "leaderboard_bbh_web_of_lies": {
        "alias": "  - leaderboard_bbh_web_of_lies",
        "acc_norm,none": 0.432,
        "acc_norm_stderr,none": 0.03139181076542942
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.27768456375838924,
        "acc_norm_stderr,none": 0.012957400173044111,
        "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": 0.2454212454212454,
        "acc_norm_stderr,none": 0.018433598050723896
    },
    "leaderboard_gpqa_main": {
        "alias": "  - leaderboard_gpqa_main",
        "acc_norm,none": 0.3125,
        "acc_norm_stderr,none": 0.021923384489444957
    },
    "leaderboard_ifeval": {
        "alias": " - leaderboard_ifeval",
        "prompt_level_strict_acc,none": 0.6266173752310537,
        "prompt_level_strict_acc_stderr,none": 0.020815238376834452,
        "inst_level_strict_acc,none": 0.7314148681055156,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.6894639556377079,
        "prompt_level_loose_acc_stderr,none": 0.019912001290591178,
        "inst_level_loose_acc,none": 0.7841726618705036,
        "inst_level_loose_acc_stderr,none": "N/A"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.07326283987915408,
        "exact_match_stderr,none": 0.007038836815912143,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "alias": "  - leaderboard_math_algebra_hard",
        "exact_match,none": 0.11400651465798045,
        "exact_match_stderr,none": 0.01816851306262922
    },
    "leaderboard_math_counting_and_prob_hard": {
        "alias": "  - leaderboard_math_counting_and_prob_hard",
        "exact_match,none": 0.04065040650406504,
        "exact_match_stderr,none": 0.017878907564437465
    },
    "leaderboard_math_geometry_hard": {
        "alias": "  - leaderboard_math_geometry_hard",
        "exact_match,none": 0.045454545454545456,
        "exact_match_stderr,none": 0.018199158975632696
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "alias": "  - leaderboard_math_intermediate_algebra_hard",
        "exact_match,none": 0.014285714285714285,
        "exact_match_stderr,none": 0.0071043508939153165
    },
    "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": 0.16580310880829016,
        "exact_match_stderr,none": 0.026839845022314426
    },
    "leaderboard_math_precalculus_hard": {
        "alias": "  - leaderboard_math_precalculus_hard",
        "exact_match,none": 0.05185185185185185,
        "exact_match_stderr,none": 0.019154368449050496
    },
    "leaderboard_mmlu_pro": {
        "alias": " - leaderboard_mmlu_pro",
        "acc,none": 0.36045545212765956,
        "acc_stderr,none": 0.0043773405618867415
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.36507936507936506,
        "acc_norm_stderr,none": 0.016935924137103774,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "alias": "  - leaderboard_musr_murder_mysteries",
        "acc_norm,none": 0.544,
        "acc_norm_stderr,none": 0.031563285061213475
    },
    "leaderboard_musr_object_placements": {
        "alias": "  - leaderboard_musr_object_placements",
        "acc_norm,none": 0.27734375,
        "acc_norm_stderr,none": 0.02803528549328419
    },
    "leaderboard_musr_team_allocation": {
        "alias": "  - leaderboard_musr_team_allocation",
        "acc_norm,none": 0.276,
        "acc_norm_stderr,none": 0.02832853727421142
    }
}

Dataset Details

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