open-llm-leaderboard/NousResearch__Hermes-3-Llama-3.2-3B-details

Dataset Card for Evaluation run of NousResearch/Hermes-3-Llama-3.2-3B

Dataset automatically created during the evaluation run of model NousResearch/Hermes-3-Llama-3.2-3B 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/NousResearch__Hermes-3-Llama-3.2-3B-details",
    name="NousResearch__Hermes-3-Llama-3.2-3B__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-12-20T15-34-37.250872 (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": 0.25440492021276595,
            "acc_stderr,none": 0.003970666451514128,
            "exact_match,none": 0.03172205438066465,
            "exact_match_stderr,none": 0.004805133396355453,
            "acc_norm,none": 0.4057595018809184,
            "acc_norm_stderr,none": 0.005313865825700121,
            "inst_level_strict_acc,none": 0.45443645083932854,
            "inst_level_strict_acc_stderr,none": "N/A",
            "inst_level_loose_acc,none": 0.4712230215827338,
            "inst_level_loose_acc_stderr,none": "N/A",
            "prompt_level_strict_acc,none": 0.31053604436229204,
            "prompt_level_strict_acc_stderr,none": 0.01991200129059118,
            "prompt_level_loose_acc,none": 0.32717190388170053,
            "prompt_level_loose_acc_stderr,none": 0.020190318966906255,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.4332581149106058,
            "acc_norm_stderr,none": 0.006173777229972035,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "alias": "  - leaderboard_bbh_boolean_expressions",
            "acc_norm,none": 0.752,
            "acc_norm_stderr,none": 0.027367497504863593
        },
        "leaderboard_bbh_causal_judgement": {
            "alias": "  - leaderboard_bbh_causal_judgement",
            "acc_norm,none": 0.5935828877005348,
            "acc_norm_stderr,none": 0.036013904358574385
        },
        "leaderboard_bbh_date_understanding": {
            "alias": "  - leaderboard_bbh_date_understanding",
            "acc_norm,none": 0.324,
            "acc_norm_stderr,none": 0.029658294924545567
        },
        "leaderboard_bbh_disambiguation_qa": {
            "alias": "  - leaderboard_bbh_disambiguation_qa",
            "acc_norm,none": 0.572,
            "acc_norm_stderr,none": 0.031355968923772626
        },
        "leaderboard_bbh_formal_fallacies": {
            "alias": "  - leaderboard_bbh_formal_fallacies",
            "acc_norm,none": 0.516,
            "acc_norm_stderr,none": 0.03166998503010743
        },
        "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": 0.628,
            "acc_norm_stderr,none": 0.03063032594455827
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
            "acc_norm,none": 0.348,
            "acc_norm_stderr,none": 0.030186568464511673
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
            "acc_norm,none": 0.292,
            "acc_norm_stderr,none": 0.02881432040220563
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
            "acc_norm,none": 0.428,
            "acc_norm_stderr,none": 0.031355968923772626
        },
        "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": 0.584,
            "acc_norm_stderr,none": 0.031235856237014505
        },
        "leaderboard_bbh_object_counting": {
            "alias": "  - leaderboard_bbh_object_counting",
            "acc_norm,none": 0.36,
            "acc_norm_stderr,none": 0.03041876402517494
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "alias": "  - leaderboard_bbh_penguins_in_a_table",
            "acc_norm,none": 0.363013698630137,
            "acc_norm_stderr,none": 0.03993397596179569
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
            "acc_norm,none": 0.364,
            "acc_norm_stderr,none": 0.030491555220405475
        },
        "leaderboard_bbh_ruin_names": {
            "alias": "  - leaderboard_bbh_ruin_names",
            "acc_norm,none": 0.424,
            "acc_norm_stderr,none": 0.03131803437491622
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "alias": "  - leaderboard_bbh_salient_translation_error_detection",
            "acc_norm,none": 0.296,
            "acc_norm_stderr,none": 0.028928939388379694
        },
        "leaderboard_bbh_snarks": {
            "alias": "  - leaderboard_bbh_snarks",
            "acc_norm,none": 0.5561797752808989,
            "acc_norm_stderr,none": 0.03734431584194247
        },
        "leaderboard_bbh_sports_understanding": {
            "alias": "  - leaderboard_bbh_sports_understanding",
            "acc_norm,none": 0.66,
            "acc_norm_stderr,none": 0.030020073605457876
        },
        "leaderboard_bbh_temporal_sequences": {
            "alias": "  - leaderboard_bbh_temporal_sequences",
            "acc_norm,none": 0.232,
            "acc_norm_stderr,none": 0.026750070374865202
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
            "acc_norm,none": 0.16,
            "acc_norm_stderr,none": 0.023232714782060626
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
            "acc_norm,none": 0.148,
            "acc_norm_stderr,none": 0.022503547243806186
        },
        "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": 0.504,
            "acc_norm_stderr,none": 0.0316851985511992
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.2751677852348993,
            "acc_norm_stderr,none": 0.012947724184781453,
            "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": 0.28205128205128205,
            "acc_norm_stderr,none": 0.019275803929950375
        },
        "leaderboard_gpqa_main": {
            "alias": "  - leaderboard_gpqa_main",
            "acc_norm,none": 0.2611607142857143,
            "acc_norm_stderr,none": 0.020776632223035982
        },
        "leaderboard_ifeval": {
            "alias": " - leaderboard_ifeval",
            "prompt_level_strict_acc,none": 0.31053604436229204,
            "prompt_level_strict_acc_stderr,none": 0.01991200129059118,
            "inst_level_strict_acc,none": 0.45443645083932854,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.32717190388170053,
            "prompt_level_loose_acc_stderr,none": 0.020190318966906255,
            "inst_level_loose_acc,none": 0.4712230215827338,
            "inst_level_loose_acc_stderr,none": "N/A"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.03172205438066465,
            "exact_match_stderr,none": 0.004805133396355453,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "alias": "  - leaderboard_math_algebra_hard",
            "exact_match,none": 0.04560260586319218,
            "exact_match_stderr,none": 0.011926108038528825
        },
        "leaderboard_math_counting_and_prob_hard": {
            "alias": "  - leaderboard_math_counting_and_prob_hard",
            "exact_match,none": 0.04878048780487805,
            "exact_match_stderr,none": 0.01950219655858808
        },
        "leaderboard_math_geometry_hard": {
            "alias": "  - leaderboard_math_geometry_hard",
            "exact_match,none": 0.022727272727272728,
            "exact_match_stderr,none": 0.0130210469090637
        },
        "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": 0.012987012987012988,
            "exact_match_stderr,none": 0.009153145279150204
        },
        "leaderboard_math_prealgebra_hard": {
            "alias": "  - leaderboard_math_prealgebra_hard",
            "exact_match,none": 0.05699481865284974,
            "exact_match_stderr,none": 0.01673108529360757
        },
        "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": 0.25440492021276595,
            "acc_stderr,none": 0.003970666451514128
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.4021164021164021,
            "acc_norm_stderr,none": 0.017493928494385823,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "alias": "  - leaderboard_musr_murder_mysteries",
            "acc_norm,none": 0.532,
            "acc_norm_stderr,none": 0.031621252575725574
        },
        "leaderboard_musr_object_placements": {
            "alias": "  - leaderboard_musr_object_placements",
            "acc_norm,none": 0.2890625,
            "acc_norm_stderr,none": 0.02838843806999465
        },
        "leaderboard_musr_team_allocation": {
            "alias": "  - leaderboard_musr_team_allocation",
            "acc_norm,none": 0.388,
            "acc_norm_stderr,none": 0.030881038748993974
        }
    },
    "leaderboard": {
        "acc,none": 0.25440492021276595,
        "acc_stderr,none": 0.003970666451514128,
        "exact_match,none": 0.03172205438066465,
        "exact_match_stderr,none": 0.004805133396355453,
        "acc_norm,none": 0.4057595018809184,
        "acc_norm_stderr,none": 0.005313865825700121,
        "inst_level_strict_acc,none": 0.45443645083932854,
        "inst_level_strict_acc_stderr,none": "N/A",
        "inst_level_loose_acc,none": 0.4712230215827338,
        "inst_level_loose_acc_stderr,none": "N/A",
        "prompt_level_strict_acc,none": 0.31053604436229204,
        "prompt_level_strict_acc_stderr,none": 0.01991200129059118,
        "prompt_level_loose_acc,none": 0.32717190388170053,
        "prompt_level_loose_acc_stderr,none": 0.020190318966906255,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.4332581149106058,
        "acc_norm_stderr,none": 0.006173777229972035,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "alias": "  - leaderboard_bbh_boolean_expressions",
        "acc_norm,none": 0.752,
        "acc_norm_stderr,none": 0.027367497504863593
    },
    "leaderboard_bbh_causal_judgement": {
        "alias": "  - leaderboard_bbh_causal_judgement",
        "acc_norm,none": 0.5935828877005348,
        "acc_norm_stderr,none": 0.036013904358574385
    },
    "leaderboard_bbh_date_understanding": {
        "alias": "  - leaderboard_bbh_date_understanding",
        "acc_norm,none": 0.324,
        "acc_norm_stderr,none": 0.029658294924545567
    },
    "leaderboard_bbh_disambiguation_qa": {
        "alias": "  - leaderboard_bbh_disambiguation_qa",
        "acc_norm,none": 0.572,
        "acc_norm_stderr,none": 0.031355968923772626
    },
    "leaderboard_bbh_formal_fallacies": {
        "alias": "  - leaderboard_bbh_formal_fallacies",
        "acc_norm,none": 0.516,
        "acc_norm_stderr,none": 0.03166998503010743
    },
    "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": 0.628,
        "acc_norm_stderr,none": 0.03063032594455827
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
        "acc_norm,none": 0.348,
        "acc_norm_stderr,none": 0.030186568464511673
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
        "acc_norm,none": 0.292,
        "acc_norm_stderr,none": 0.02881432040220563
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
        "acc_norm,none": 0.428,
        "acc_norm_stderr,none": 0.031355968923772626
    },
    "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": 0.584,
        "acc_norm_stderr,none": 0.031235856237014505
    },
    "leaderboard_bbh_object_counting": {
        "alias": "  - leaderboard_bbh_object_counting",
        "acc_norm,none": 0.36,
        "acc_norm_stderr,none": 0.03041876402517494
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "alias": "  - leaderboard_bbh_penguins_in_a_table",
        "acc_norm,none": 0.363013698630137,
        "acc_norm_stderr,none": 0.03993397596179569
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
        "acc_norm,none": 0.364,
        "acc_norm_stderr,none": 0.030491555220405475
    },
    "leaderboard_bbh_ruin_names": {
        "alias": "  - leaderboard_bbh_ruin_names",
        "acc_norm,none": 0.424,
        "acc_norm_stderr,none": 0.03131803437491622
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "alias": "  - leaderboard_bbh_salient_translation_error_detection",
        "acc_norm,none": 0.296,
        "acc_norm_stderr,none": 0.028928939388379694
    },
    "leaderboard_bbh_snarks": {
        "alias": "  - leaderboard_bbh_snarks",
        "acc_norm,none": 0.5561797752808989,
        "acc_norm_stderr,none": 0.03734431584194247
    },
    "leaderboard_bbh_sports_understanding": {
        "alias": "  - leaderboard_bbh_sports_understanding",
        "acc_norm,none": 0.66,
        "acc_norm_stderr,none": 0.030020073605457876
    },
    "leaderboard_bbh_temporal_sequences": {
        "alias": "  - leaderboard_bbh_temporal_sequences",
        "acc_norm,none": 0.232,
        "acc_norm_stderr,none": 0.026750070374865202
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
        "acc_norm,none": 0.16,
        "acc_norm_stderr,none": 0.023232714782060626
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
        "acc_norm,none": 0.148,
        "acc_norm_stderr,none": 0.022503547243806186
    },
    "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": 0.504,
        "acc_norm_stderr,none": 0.0316851985511992
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.2751677852348993,
        "acc_norm_stderr,none": 0.012947724184781453,
        "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": 0.28205128205128205,
        "acc_norm_stderr,none": 0.019275803929950375
    },
    "leaderboard_gpqa_main": {
        "alias": "  - leaderboard_gpqa_main",
        "acc_norm,none": 0.2611607142857143,
        "acc_norm_stderr,none": 0.020776632223035982
    },
    "leaderboard_ifeval": {
        "alias": " - leaderboard_ifeval",
        "prompt_level_strict_acc,none": 0.31053604436229204,
        "prompt_level_strict_acc_stderr,none": 0.01991200129059118,
        "inst_level_strict_acc,none": 0.45443645083932854,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.32717190388170053,
        "prompt_level_loose_acc_stderr,none": 0.020190318966906255,
        "inst_level_loose_acc,none": 0.4712230215827338,
        "inst_level_loose_acc_stderr,none": "N/A"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.03172205438066465,
        "exact_match_stderr,none": 0.004805133396355453,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "alias": "  - leaderboard_math_algebra_hard",
        "exact_match,none": 0.04560260586319218,
        "exact_match_stderr,none": 0.011926108038528825
    },
    "leaderboard_math_counting_and_prob_hard": {
        "alias": "  - leaderboard_math_counting_and_prob_hard",
        "exact_match,none": 0.04878048780487805,
        "exact_match_stderr,none": 0.01950219655858808
    },
    "leaderboard_math_geometry_hard": {
        "alias": "  - leaderboard_math_geometry_hard",
        "exact_match,none": 0.022727272727272728,
        "exact_match_stderr,none": 0.0130210469090637
    },
    "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": 0.012987012987012988,
        "exact_match_stderr,none": 0.009153145279150204
    },
    "leaderboard_math_prealgebra_hard": {
        "alias": "  - leaderboard_math_prealgebra_hard",
        "exact_match,none": 0.05699481865284974,
        "exact_match_stderr,none": 0.01673108529360757
    },
    "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": 0.25440492021276595,
        "acc_stderr,none": 0.003970666451514128
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.4021164021164021,
        "acc_norm_stderr,none": 0.017493928494385823,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "alias": "  - leaderboard_musr_murder_mysteries",
        "acc_norm,none": 0.532,
        "acc_norm_stderr,none": 0.031621252575725574
    },
    "leaderboard_musr_object_placements": {
        "alias": "  - leaderboard_musr_object_placements",
        "acc_norm,none": 0.2890625,
        "acc_norm_stderr,none": 0.02838843806999465
    },
    "leaderboard_musr_team_allocation": {
        "alias": "  - leaderboard_musr_team_allocation",
        "acc_norm,none": 0.388,
        "acc_norm_stderr,none": 0.030881038748993974
    }
}

Dataset Details

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