open-llm-leaderboard/EpistemeAI__ReasoningCore-3B-Instruct-r01-Reflect-details

Dataset Card for Evaluation run of EpistemeAI/ReasoningCore-3B-Instruct-r01-Reflect

Dataset automatically created during the evaluation run of model EpistemeAI/ReasoningCore-3B-Instruct-r01-Reflect 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/EpistemeAI__ReasoningCore-3B-Instruct-r01-Reflect-details",
    name="EpistemeAI__ReasoningCore-3B-Instruct-r01-Reflect__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2025-02-28T23-34-43.007911 (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": 0.8081534772182254,
            "inst_level_loose_acc_stderr,none": "N/A",
            "acc,none": 0.31441156914893614,
            "acc_stderr,none": 0.004232823267405123,
            "inst_level_strict_acc,none": 0.7793764988009593,
            "inst_level_strict_acc_stderr,none": "N/A",
            "exact_match,none": 0.1540785498489426,
            "exact_match_stderr,none": 0.009414911943175902,
            "acc_norm,none": 0.40731612401089634,
            "acc_norm_stderr,none": 0.00528989690278579,
            "prompt_level_strict_acc,none": 0.6876155268022182,
            "prompt_level_strict_acc_stderr,none": 0.019944386293758908,
            "prompt_level_loose_acc,none": 0.7245841035120147,
            "prompt_level_loose_acc_stderr,none": 0.01922392319624193,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.4422843256379101,
            "acc_norm_stderr,none": 0.006170709457347677,
            "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": 0.6256684491978609,
            "acc_norm_stderr,none": 0.0354849234134303
        },
        "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": 0.292,
            "acc_norm_stderr,none": 0.02881432040220563
        },
        "leaderboard_bbh_formal_fallacies": {
            "alias": "  - leaderboard_bbh_formal_fallacies",
            "acc_norm,none": 0.484,
            "acc_norm_stderr,none": 0.03166998503010743
        },
        "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": 0.628,
            "acc_norm_stderr,none": 0.03063032594455827
        },
        "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": 0.32,
            "acc_norm_stderr,none": 0.029561724955240978
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
            "acc_norm,none": 0.508,
            "acc_norm_stderr,none": 0.03168215643141386
        },
        "leaderboard_bbh_movie_recommendation": {
            "alias": "  - leaderboard_bbh_movie_recommendation",
            "acc_norm,none": 0.54,
            "acc_norm_stderr,none": 0.031584653891499004
        },
        "leaderboard_bbh_navigate": {
            "alias": "  - leaderboard_bbh_navigate",
            "acc_norm,none": 0.616,
            "acc_norm_stderr,none": 0.030821679117375447
        },
        "leaderboard_bbh_object_counting": {
            "alias": "  - leaderboard_bbh_object_counting",
            "acc_norm,none": 0.344,
            "acc_norm_stderr,none": 0.03010450339231644
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "alias": "  - leaderboard_bbh_penguins_in_a_table",
            "acc_norm,none": 0.3835616438356164,
            "acc_norm_stderr,none": 0.04038112474853568
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
            "acc_norm,none": 0.408,
            "acc_norm_stderr,none": 0.031145209846548512
        },
        "leaderboard_bbh_ruin_names": {
            "alias": "  - leaderboard_bbh_ruin_names",
            "acc_norm,none": 0.576,
            "acc_norm_stderr,none": 0.03131803437491622
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "alias": "  - leaderboard_bbh_salient_translation_error_detection",
            "acc_norm,none": 0.3,
            "acc_norm_stderr,none": 0.029040893477575783
        },
        "leaderboard_bbh_snarks": {
            "alias": "  - leaderboard_bbh_snarks",
            "acc_norm,none": 0.5898876404494382,
            "acc_norm_stderr,none": 0.03696999944942627
        },
        "leaderboard_bbh_sports_understanding": {
            "alias": "  - leaderboard_bbh_sports_understanding",
            "acc_norm,none": 0.724,
            "acc_norm_stderr,none": 0.02832853727421142
        },
        "leaderboard_bbh_temporal_sequences": {
            "alias": "  - leaderboard_bbh_temporal_sequences",
            "acc_norm,none": 0.316,
            "acc_norm_stderr,none": 0.029462657598578648
        },
        "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": 0.112,
            "acc_norm_stderr,none": 0.019985536939171485
        },
        "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": 0.484,
            "acc_norm_stderr,none": 0.03166998503010743
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.27348993288590606,
            "acc_norm_stderr,none": 0.012918891443260166,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "alias": "  - leaderboard_gpqa_diamond",
            "acc_norm,none": 0.2727272727272727,
            "acc_norm_stderr,none": 0.03173071239071728
        },
        "leaderboard_gpqa_extended": {
            "alias": "  - leaderboard_gpqa_extended",
            "acc_norm,none": 0.2893772893772894,
            "acc_norm_stderr,none": 0.019424663872261782
        },
        "leaderboard_gpqa_main": {
            "alias": "  - leaderboard_gpqa_main",
            "acc_norm,none": 0.2544642857142857,
            "acc_norm_stderr,none": 0.02060126475832284
        },
        "leaderboard_ifeval": {
            "alias": " - leaderboard_ifeval",
            "prompt_level_strict_acc,none": 0.6876155268022182,
            "prompt_level_strict_acc_stderr,none": 0.019944386293758908,
            "inst_level_strict_acc,none": 0.7793764988009593,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.7245841035120147,
            "prompt_level_loose_acc_stderr,none": 0.01922392319624193,
            "inst_level_loose_acc,none": 0.8081534772182254,
            "inst_level_loose_acc_stderr,none": "N/A"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.1540785498489426,
            "exact_match_stderr,none": 0.009414911943175902,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "alias": "  - leaderboard_math_algebra_hard",
            "exact_match,none": 0.2996742671009772,
            "exact_match_stderr,none": 0.02618870688725143
        },
        "leaderboard_math_counting_and_prob_hard": {
            "alias": "  - leaderboard_math_counting_and_prob_hard",
            "exact_match,none": 0.08130081300813008,
            "exact_match_stderr,none": 0.024743104820672362
        },
        "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": 0.04642857142857143,
            "exact_match_stderr,none": 0.012597001290725617
        },
        "leaderboard_math_num_theory_hard": {
            "alias": "  - leaderboard_math_num_theory_hard",
            "exact_match,none": 0.1038961038961039,
            "exact_match_stderr,none": 0.02466795220435413
        },
        "leaderboard_math_prealgebra_hard": {
            "alias": "  - leaderboard_math_prealgebra_hard",
            "exact_match,none": 0.30569948186528495,
            "exact_match_stderr,none": 0.03324837939758158
        },
        "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": 0.31441156914893614,
            "acc_stderr,none": 0.004232823267405123
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.35185185185185186,
            "acc_norm_stderr,none": 0.016842303487324302,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "alias": "  - leaderboard_musr_murder_mysteries",
            "acc_norm,none": 0.52,
            "acc_norm_stderr,none": 0.03166085340849512
        },
        "leaderboard_musr_object_placements": {
            "alias": "  - leaderboard_musr_object_placements",
            "acc_norm,none": 0.2421875,
            "acc_norm_stderr,none": 0.026827898476066977
        },
        "leaderboard_musr_team_allocation": {
            "alias": "  - leaderboard_musr_team_allocation",
            "acc_norm,none": 0.296,
            "acc_norm_stderr,none": 0.028928939388379694
        }
    },
    "leaderboard": {
        "inst_level_loose_acc,none": 0.8081534772182254,
        "inst_level_loose_acc_stderr,none": "N/A",
        "acc,none": 0.31441156914893614,
        "acc_stderr,none": 0.004232823267405123,
        "inst_level_strict_acc,none": 0.7793764988009593,
        "inst_level_strict_acc_stderr,none": "N/A",
        "exact_match,none": 0.1540785498489426,
        "exact_match_stderr,none": 0.009414911943175902,
        "acc_norm,none": 0.40731612401089634,
        "acc_norm_stderr,none": 0.00528989690278579,
        "prompt_level_strict_acc,none": 0.6876155268022182,
        "prompt_level_strict_acc_stderr,none": 0.019944386293758908,
        "prompt_level_loose_acc,none": 0.7245841035120147,
        "prompt_level_loose_acc_stderr,none": 0.01922392319624193,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.4422843256379101,
        "acc_norm_stderr,none": 0.006170709457347677,
        "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": 0.6256684491978609,
        "acc_norm_stderr,none": 0.0354849234134303
    },
    "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": 0.292,
        "acc_norm_stderr,none": 0.02881432040220563
    },
    "leaderboard_bbh_formal_fallacies": {
        "alias": "  - leaderboard_bbh_formal_fallacies",
        "acc_norm,none": 0.484,
        "acc_norm_stderr,none": 0.03166998503010743
    },
    "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": 0.628,
        "acc_norm_stderr,none": 0.03063032594455827
    },
    "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": 0.32,
        "acc_norm_stderr,none": 0.029561724955240978
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
        "acc_norm,none": 0.508,
        "acc_norm_stderr,none": 0.03168215643141386
    },
    "leaderboard_bbh_movie_recommendation": {
        "alias": "  - leaderboard_bbh_movie_recommendation",
        "acc_norm,none": 0.54,
        "acc_norm_stderr,none": 0.031584653891499004
    },
    "leaderboard_bbh_navigate": {
        "alias": "  - leaderboard_bbh_navigate",
        "acc_norm,none": 0.616,
        "acc_norm_stderr,none": 0.030821679117375447
    },
    "leaderboard_bbh_object_counting": {
        "alias": "  - leaderboard_bbh_object_counting",
        "acc_norm,none": 0.344,
        "acc_norm_stderr,none": 0.03010450339231644
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "alias": "  - leaderboard_bbh_penguins_in_a_table",
        "acc_norm,none": 0.3835616438356164,
        "acc_norm_stderr,none": 0.04038112474853568
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
        "acc_norm,none": 0.408,
        "acc_norm_stderr,none": 0.031145209846548512
    },
    "leaderboard_bbh_ruin_names": {
        "alias": "  - leaderboard_bbh_ruin_names",
        "acc_norm,none": 0.576,
        "acc_norm_stderr,none": 0.03131803437491622
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "alias": "  - leaderboard_bbh_salient_translation_error_detection",
        "acc_norm,none": 0.3,
        "acc_norm_stderr,none": 0.029040893477575783
    },
    "leaderboard_bbh_snarks": {
        "alias": "  - leaderboard_bbh_snarks",
        "acc_norm,none": 0.5898876404494382,
        "acc_norm_stderr,none": 0.03696999944942627
    },
    "leaderboard_bbh_sports_understanding": {
        "alias": "  - leaderboard_bbh_sports_understanding",
        "acc_norm,none": 0.724,
        "acc_norm_stderr,none": 0.02832853727421142
    },
    "leaderboard_bbh_temporal_sequences": {
        "alias": "  - leaderboard_bbh_temporal_sequences",
        "acc_norm,none": 0.316,
        "acc_norm_stderr,none": 0.029462657598578648
    },
    "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": 0.112,
        "acc_norm_stderr,none": 0.019985536939171485
    },
    "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": 0.484,
        "acc_norm_stderr,none": 0.03166998503010743
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.27348993288590606,
        "acc_norm_stderr,none": 0.012918891443260166,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "alias": "  - leaderboard_gpqa_diamond",
        "acc_norm,none": 0.2727272727272727,
        "acc_norm_stderr,none": 0.03173071239071728
    },
    "leaderboard_gpqa_extended": {
        "alias": "  - leaderboard_gpqa_extended",
        "acc_norm,none": 0.2893772893772894,
        "acc_norm_stderr,none": 0.019424663872261782
    },
    "leaderboard_gpqa_main": {
        "alias": "  - leaderboard_gpqa_main",
        "acc_norm,none": 0.2544642857142857,
        "acc_norm_stderr,none": 0.02060126475832284
    },
    "leaderboard_ifeval": {
        "alias": " - leaderboard_ifeval",
        "prompt_level_strict_acc,none": 0.6876155268022182,
        "prompt_level_strict_acc_stderr,none": 0.019944386293758908,
        "inst_level_strict_acc,none": 0.7793764988009593,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.7245841035120147,
        "prompt_level_loose_acc_stderr,none": 0.01922392319624193,
        "inst_level_loose_acc,none": 0.8081534772182254,
        "inst_level_loose_acc_stderr,none": "N/A"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.1540785498489426,
        "exact_match_stderr,none": 0.009414911943175902,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "alias": "  - leaderboard_math_algebra_hard",
        "exact_match,none": 0.2996742671009772,
        "exact_match_stderr,none": 0.02618870688725143
    },
    "leaderboard_math_counting_and_prob_hard": {
        "alias": "  - leaderboard_math_counting_and_prob_hard",
        "exact_match,none": 0.08130081300813008,
        "exact_match_stderr,none": 0.024743104820672362
    },
    "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": 0.04642857142857143,
        "exact_match_stderr,none": 0.012597001290725617
    },
    "leaderboard_math_num_theory_hard": {
        "alias": "  - leaderboard_math_num_theory_hard",
        "exact_match,none": 0.1038961038961039,
        "exact_match_stderr,none": 0.02466795220435413
    },
    "leaderboard_math_prealgebra_hard": {
        "alias": "  - leaderboard_math_prealgebra_hard",
        "exact_match,none": 0.30569948186528495,
        "exact_match_stderr,none": 0.03324837939758158
    },
    "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": 0.31441156914893614,
        "acc_stderr,none": 0.004232823267405123
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.35185185185185186,
        "acc_norm_stderr,none": 0.016842303487324302,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "alias": "  - leaderboard_musr_murder_mysteries",
        "acc_norm,none": 0.52,
        "acc_norm_stderr,none": 0.03166085340849512
    },
    "leaderboard_musr_object_placements": {
        "alias": "  - leaderboard_musr_object_placements",
        "acc_norm,none": 0.2421875,
        "acc_norm_stderr,none": 0.026827898476066977
    },
    "leaderboard_musr_team_allocation": {
        "alias": "  - leaderboard_musr_team_allocation",
        "acc_norm,none": 0.296,
        "acc_norm_stderr,none": 0.028928939388379694
    }
}

Dataset Details

Dataset Description

• Curated by: [More Information Needed]
• Funded by [optional]: [More Information Needed]
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