open-llm-leaderboard/EpistemeAI__Reasoning-Llama-3.2-3B-Math-Instruct-RE1-ORPO-details

Dataset Card for Evaluation run of EpistemeAI/Reasoning-Llama-3.2-3B-Math-Instruct-RE1-ORPO

Dataset automatically created during the evaluation run of model EpistemeAI/Reasoning-Llama-3.2-3B-Math-Instruct-RE1-ORPO 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/EpistemeAI__Reasoning-Llama-3.2-3B-Math-Instruct-RE1-ORPO-details",
    name="EpistemeAI__Reasoning-Llama-3.2-3B-Math-Instruct-RE1-ORPO__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2025-02-05T00-51-03.607052 (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": {
            "inst_level_loose_acc,none": 0.8165467625899281,
            "inst_level_loose_acc_stderr,none": "N/A",
            "acc_norm,none": 0.4125048644441562,
            "acc_norm_stderr,none": 0.005297051150409753,
            "prompt_level_loose_acc,none": 0.7486136783733827,
            "prompt_level_loose_acc_stderr,none": 0.018668216152240437,
            "exact_match,none": 0.15030211480362538,
            "exact_match_stderr,none": 0.009310284235655237,
            "inst_level_strict_acc,none": 0.7721822541966427,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_strict_acc,none": 0.6857670979667283,
            "prompt_level_strict_acc_stderr,none": 0.019976402065150656,
            "acc,none": 0.3100066489361702,
            "acc_stderr,none": 0.0042165484388762536,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.4497483075854886,
            "acc_norm_stderr,none": 0.006182421519719789,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "alias": "  - leaderboard_bbh_boolean_expressions",
            "acc_norm,none": 0.784,
            "acc_norm_stderr,none": 0.02607865766373279
        },
        "leaderboard_bbh_causal_judgement": {
            "alias": "  - leaderboard_bbh_causal_judgement",
            "acc_norm,none": 0.6363636363636364,
            "acc_norm_stderr,none": 0.03527198153014412
        },
        "leaderboard_bbh_date_understanding": {
            "alias": "  - leaderboard_bbh_date_understanding",
            "acc_norm,none": 0.484,
            "acc_norm_stderr,none": 0.03166998503010743
        },
        "leaderboard_bbh_disambiguation_qa": {
            "alias": "  - leaderboard_bbh_disambiguation_qa",
            "acc_norm,none": 0.296,
            "acc_norm_stderr,none": 0.028928939388379694
        },
        "leaderboard_bbh_formal_fallacies": {
            "alias": "  - leaderboard_bbh_formal_fallacies",
            "acc_norm,none": 0.492,
            "acc_norm_stderr,none": 0.03168215643141386
        },
        "leaderboard_bbh_geometric_shapes": {
            "alias": "  - leaderboard_bbh_geometric_shapes",
            "acc_norm,none": 0.316,
            "acc_norm_stderr,none": 0.029462657598578648
        },
        "leaderboard_bbh_hyperbaton": {
            "alias": "  - leaderboard_bbh_hyperbaton",
            "acc_norm,none": 0.672,
            "acc_norm_stderr,none": 0.029752391824475363
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
            "acc_norm,none": 0.388,
            "acc_norm_stderr,none": 0.030881038748993974
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
            "acc_norm,none": 0.336,
            "acc_norm_stderr,none": 0.02993325909419153
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
            "acc_norm,none": 0.504,
            "acc_norm_stderr,none": 0.0316851985511992
        },
        "leaderboard_bbh_movie_recommendation": {
            "alias": "  - leaderboard_bbh_movie_recommendation",
            "acc_norm,none": 0.548,
            "acc_norm_stderr,none": 0.03153986449255664
        },
        "leaderboard_bbh_navigate": {
            "alias": "  - leaderboard_bbh_navigate",
            "acc_norm,none": 0.588,
            "acc_norm_stderr,none": 0.031191596026022818
        },
        "leaderboard_bbh_object_counting": {
            "alias": "  - leaderboard_bbh_object_counting",
            "acc_norm,none": 0.388,
            "acc_norm_stderr,none": 0.030881038748993974
        },
        "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": 0.42,
            "acc_norm_stderr,none": 0.03127799950463661
        },
        "leaderboard_bbh_ruin_names": {
            "alias": "  - leaderboard_bbh_ruin_names",
            "acc_norm,none": 0.612,
            "acc_norm_stderr,none": 0.030881038748993974
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "alias": "  - leaderboard_bbh_salient_translation_error_detection",
            "acc_norm,none": 0.324,
            "acc_norm_stderr,none": 0.029658294924545567
        },
        "leaderboard_bbh_snarks": {
            "alias": "  - leaderboard_bbh_snarks",
            "acc_norm,none": 0.5842696629213483,
            "acc_norm_stderr,none": 0.037044683959609616
        },
        "leaderboard_bbh_sports_understanding": {
            "alias": "  - leaderboard_bbh_sports_understanding",
            "acc_norm,none": 0.712,
            "acc_norm_stderr,none": 0.028697004587398257
        },
        "leaderboard_bbh_temporal_sequences": {
            "alias": "  - leaderboard_bbh_temporal_sequences",
            "acc_norm,none": 0.324,
            "acc_norm_stderr,none": 0.029658294924545567
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
            "acc_norm,none": 0.144,
            "acc_norm_stderr,none": 0.022249407735450245
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
            "acc_norm,none": 0.116,
            "acc_norm_stderr,none": 0.020293429803083823
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
            "acc_norm,none": 0.328,
            "acc_norm_stderr,none": 0.029752391824475363
        },
        "leaderboard_bbh_web_of_lies": {
            "alias": "  - leaderboard_bbh_web_of_lies",
            "acc_norm,none": 0.484,
            "acc_norm_stderr,none": 0.03166998503010743
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.27348993288590606,
            "acc_norm_stderr,none": 0.012915675968074965,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "alias": "  - leaderboard_gpqa_diamond",
            "acc_norm,none": 0.2676767676767677,
            "acc_norm_stderr,none": 0.031544498882702825
        },
        "leaderboard_gpqa_extended": {
            "alias": "  - leaderboard_gpqa_extended",
            "acc_norm,none": 0.29304029304029305,
            "acc_norm_stderr,none": 0.019496773654296876
        },
        "leaderboard_gpqa_main": {
            "alias": "  - leaderboard_gpqa_main",
            "acc_norm,none": 0.25223214285714285,
            "acc_norm_stderr,none": 0.02054139101648796
        },
        "leaderboard_ifeval": {
            "alias": " - leaderboard_ifeval",
            "prompt_level_strict_acc,none": 0.6857670979667283,
            "prompt_level_strict_acc_stderr,none": 0.019976402065150656,
            "inst_level_strict_acc,none": 0.7721822541966427,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.7486136783733827,
            "prompt_level_loose_acc_stderr,none": 0.018668216152240437,
            "inst_level_loose_acc,none": 0.8165467625899281,
            "inst_level_loose_acc_stderr,none": "N/A"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.15030211480362538,
            "exact_match_stderr,none": 0.009310284235655237,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "alias": "  - leaderboard_math_algebra_hard",
            "exact_match,none": 0.30944625407166126,
            "exact_match_stderr,none": 0.026425952157435175
        },
        "leaderboard_math_counting_and_prob_hard": {
            "alias": "  - leaderboard_math_counting_and_prob_hard",
            "exact_match,none": 0.08943089430894309,
            "exact_match_stderr,none": 0.02583570560354723
        },
        "leaderboard_math_geometry_hard": {
            "alias": "  - leaderboard_math_geometry_hard",
            "exact_match,none": 0.06060606060606061,
            "exact_match_stderr,none": 0.020847129156682045
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "alias": "  - leaderboard_math_intermediate_algebra_hard",
            "exact_match,none": 0.03214285714285714,
            "exact_match_stderr,none": 0.01055955866175321
        },
        "leaderboard_math_num_theory_hard": {
            "alias": "  - leaderboard_math_num_theory_hard",
            "exact_match,none": 0.11038961038961038,
            "exact_match_stderr,none": 0.02533484829160092
        },
        "leaderboard_math_prealgebra_hard": {
            "alias": "  - leaderboard_math_prealgebra_hard",
            "exact_match,none": 0.27461139896373055,
            "exact_match_stderr,none": 0.03221024508041151
        },
        "leaderboard_math_precalculus_hard": {
            "alias": "  - leaderboard_math_precalculus_hard",
            "exact_match,none": 0.044444444444444446,
            "exact_match_stderr,none": 0.01780263602032457
        },
        "leaderboard_mmlu_pro": {
            "alias": " - leaderboard_mmlu_pro",
            "acc,none": 0.3100066489361702,
            "acc_stderr,none": 0.0042165484388762536
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.3478835978835979,
            "acc_norm_stderr,none": 0.016832894358461314,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "alias": "  - leaderboard_musr_murder_mysteries",
            "acc_norm,none": 0.512,
            "acc_norm_stderr,none": 0.03167708558254714
        },
        "leaderboard_musr_object_placements": {
            "alias": "  - leaderboard_musr_object_placements",
            "acc_norm,none": 0.25,
            "acc_norm_stderr,none": 0.02711630722733202
        },
        "leaderboard_musr_team_allocation": {
            "alias": "  - leaderboard_musr_team_allocation",
            "acc_norm,none": 0.284,
            "acc_norm_stderr,none": 0.02857695873043744
        }
    },
    "leaderboard": {
        "inst_level_loose_acc,none": 0.8165467625899281,
        "inst_level_loose_acc_stderr,none": "N/A",
        "acc_norm,none": 0.4125048644441562,
        "acc_norm_stderr,none": 0.005297051150409753,
        "prompt_level_loose_acc,none": 0.7486136783733827,
        "prompt_level_loose_acc_stderr,none": 0.018668216152240437,
        "exact_match,none": 0.15030211480362538,
        "exact_match_stderr,none": 0.009310284235655237,
        "inst_level_strict_acc,none": 0.7721822541966427,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_strict_acc,none": 0.6857670979667283,
        "prompt_level_strict_acc_stderr,none": 0.019976402065150656,
        "acc,none": 0.3100066489361702,
        "acc_stderr,none": 0.0042165484388762536,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.4497483075854886,
        "acc_norm_stderr,none": 0.006182421519719789,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "alias": "  - leaderboard_bbh_boolean_expressions",
        "acc_norm,none": 0.784,
        "acc_norm_stderr,none": 0.02607865766373279
    },
    "leaderboard_bbh_causal_judgement": {
        "alias": "  - leaderboard_bbh_causal_judgement",
        "acc_norm,none": 0.6363636363636364,
        "acc_norm_stderr,none": 0.03527198153014412
    },
    "leaderboard_bbh_date_understanding": {
        "alias": "  - leaderboard_bbh_date_understanding",
        "acc_norm,none": 0.484,
        "acc_norm_stderr,none": 0.03166998503010743
    },
    "leaderboard_bbh_disambiguation_qa": {
        "alias": "  - leaderboard_bbh_disambiguation_qa",
        "acc_norm,none": 0.296,
        "acc_norm_stderr,none": 0.028928939388379694
    },
    "leaderboard_bbh_formal_fallacies": {
        "alias": "  - leaderboard_bbh_formal_fallacies",
        "acc_norm,none": 0.492,
        "acc_norm_stderr,none": 0.03168215643141386
    },
    "leaderboard_bbh_geometric_shapes": {
        "alias": "  - leaderboard_bbh_geometric_shapes",
        "acc_norm,none": 0.316,
        "acc_norm_stderr,none": 0.029462657598578648
    },
    "leaderboard_bbh_hyperbaton": {
        "alias": "  - leaderboard_bbh_hyperbaton",
        "acc_norm,none": 0.672,
        "acc_norm_stderr,none": 0.029752391824475363
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
        "acc_norm,none": 0.388,
        "acc_norm_stderr,none": 0.030881038748993974
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
        "acc_norm,none": 0.336,
        "acc_norm_stderr,none": 0.02993325909419153
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
        "acc_norm,none": 0.504,
        "acc_norm_stderr,none": 0.0316851985511992
    },
    "leaderboard_bbh_movie_recommendation": {
        "alias": "  - leaderboard_bbh_movie_recommendation",
        "acc_norm,none": 0.548,
        "acc_norm_stderr,none": 0.03153986449255664
    },
    "leaderboard_bbh_navigate": {
        "alias": "  - leaderboard_bbh_navigate",
        "acc_norm,none": 0.588,
        "acc_norm_stderr,none": 0.031191596026022818
    },
    "leaderboard_bbh_object_counting": {
        "alias": "  - leaderboard_bbh_object_counting",
        "acc_norm,none": 0.388,
        "acc_norm_stderr,none": 0.030881038748993974
    },
    "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": 0.42,
        "acc_norm_stderr,none": 0.03127799950463661
    },
    "leaderboard_bbh_ruin_names": {
        "alias": "  - leaderboard_bbh_ruin_names",
        "acc_norm,none": 0.612,
        "acc_norm_stderr,none": 0.030881038748993974
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "alias": "  - leaderboard_bbh_salient_translation_error_detection",
        "acc_norm,none": 0.324,
        "acc_norm_stderr,none": 0.029658294924545567
    },
    "leaderboard_bbh_snarks": {
        "alias": "  - leaderboard_bbh_snarks",
        "acc_norm,none": 0.5842696629213483,
        "acc_norm_stderr,none": 0.037044683959609616
    },
    "leaderboard_bbh_sports_understanding": {
        "alias": "  - leaderboard_bbh_sports_understanding",
        "acc_norm,none": 0.712,
        "acc_norm_stderr,none": 0.028697004587398257
    },
    "leaderboard_bbh_temporal_sequences": {
        "alias": "  - leaderboard_bbh_temporal_sequences",
        "acc_norm,none": 0.324,
        "acc_norm_stderr,none": 0.029658294924545567
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
        "acc_norm,none": 0.144,
        "acc_norm_stderr,none": 0.022249407735450245
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
        "acc_norm,none": 0.116,
        "acc_norm_stderr,none": 0.020293429803083823
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
        "acc_norm,none": 0.328,
        "acc_norm_stderr,none": 0.029752391824475363
    },
    "leaderboard_bbh_web_of_lies": {
        "alias": "  - leaderboard_bbh_web_of_lies",
        "acc_norm,none": 0.484,
        "acc_norm_stderr,none": 0.03166998503010743
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.27348993288590606,
        "acc_norm_stderr,none": 0.012915675968074965,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "alias": "  - leaderboard_gpqa_diamond",
        "acc_norm,none": 0.2676767676767677,
        "acc_norm_stderr,none": 0.031544498882702825
    },
    "leaderboard_gpqa_extended": {
        "alias": "  - leaderboard_gpqa_extended",
        "acc_norm,none": 0.29304029304029305,
        "acc_norm_stderr,none": 0.019496773654296876
    },
    "leaderboard_gpqa_main": {
        "alias": "  - leaderboard_gpqa_main",
        "acc_norm,none": 0.25223214285714285,
        "acc_norm_stderr,none": 0.02054139101648796
    },
    "leaderboard_ifeval": {
        "alias": " - leaderboard_ifeval",
        "prompt_level_strict_acc,none": 0.6857670979667283,
        "prompt_level_strict_acc_stderr,none": 0.019976402065150656,
        "inst_level_strict_acc,none": 0.7721822541966427,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.7486136783733827,
        "prompt_level_loose_acc_stderr,none": 0.018668216152240437,
        "inst_level_loose_acc,none": 0.8165467625899281,
        "inst_level_loose_acc_stderr,none": "N/A"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.15030211480362538,
        "exact_match_stderr,none": 0.009310284235655237,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "alias": "  - leaderboard_math_algebra_hard",
        "exact_match,none": 0.30944625407166126,
        "exact_match_stderr,none": 0.026425952157435175
    },
    "leaderboard_math_counting_and_prob_hard": {
        "alias": "  - leaderboard_math_counting_and_prob_hard",
        "exact_match,none": 0.08943089430894309,
        "exact_match_stderr,none": 0.02583570560354723
    },
    "leaderboard_math_geometry_hard": {
        "alias": "  - leaderboard_math_geometry_hard",
        "exact_match,none": 0.06060606060606061,
        "exact_match_stderr,none": 0.020847129156682045
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "alias": "  - leaderboard_math_intermediate_algebra_hard",
        "exact_match,none": 0.03214285714285714,
        "exact_match_stderr,none": 0.01055955866175321
    },
    "leaderboard_math_num_theory_hard": {
        "alias": "  - leaderboard_math_num_theory_hard",
        "exact_match,none": 0.11038961038961038,
        "exact_match_stderr,none": 0.02533484829160092
    },
    "leaderboard_math_prealgebra_hard": {
        "alias": "  - leaderboard_math_prealgebra_hard",
        "exact_match,none": 0.27461139896373055,
        "exact_match_stderr,none": 0.03221024508041151
    },
    "leaderboard_math_precalculus_hard": {
        "alias": "  - leaderboard_math_precalculus_hard",
        "exact_match,none": 0.044444444444444446,
        "exact_match_stderr,none": 0.01780263602032457
    },
    "leaderboard_mmlu_pro": {
        "alias": " - leaderboard_mmlu_pro",
        "acc,none": 0.3100066489361702,
        "acc_stderr,none": 0.0042165484388762536
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.3478835978835979,
        "acc_norm_stderr,none": 0.016832894358461314,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "alias": "  - leaderboard_musr_murder_mysteries",
        "acc_norm,none": 0.512,
        "acc_norm_stderr,none": 0.03167708558254714
    },
    "leaderboard_musr_object_placements": {
        "alias": "  - leaderboard_musr_object_placements",
        "acc_norm,none": 0.25,
        "acc_norm_stderr,none": 0.02711630722733202
    },
    "leaderboard_musr_team_allocation": {
        "alias": "  - leaderboard_musr_team_allocation",
        "acc_norm,none": 0.284,
        "acc_norm_stderr,none": 0.02857695873043744
    }
}

Dataset Details

Dataset Description

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