open-llm-leaderboard/AicoresSecurity__Cybernet-Sec-3B-R1-V1.1-details

Dataset Card for Evaluation run of AicoresSecurity/Cybernet-Sec-3B-R1-V1.1

Dataset automatically created during the evaluation run of model AicoresSecurity/Cybernet-Sec-3B-R1-V1.1 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/AicoresSecurity__Cybernet-Sec-3B-R1-V1.1-details",
    name="AicoresSecurity__Cybernet-Sec-3B-R1-V1.1__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2025-03-07T20-20-00.411476 (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_strict_acc,none": 0.7194244604316546,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_strict_acc,none": 0.6266173752310537,
            "prompt_level_strict_acc_stderr,none": 0.020815238376834452,
            "exact_match,none": 0.17598187311178248,
            "exact_match_stderr,none": 0.009802249518219628,
            "prompt_level_loose_acc,none": 0.6617375231053605,
            "prompt_level_loose_acc_stderr,none": 0.02035977213816605,
            "inst_level_loose_acc,none": 0.749400479616307,
            "inst_level_loose_acc_stderr,none": "N/A",
            "acc,none": 0.308843085106383,
            "acc_stderr,none": 0.004212175001536261,
            "acc_norm,none": 0.4029056946426255,
            "acc_norm_stderr,none": 0.005321685949875525,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.43672973442110746,
            "acc_norm_stderr,none": 0.006228770425927807,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "alias": "  - leaderboard_bbh_boolean_expressions",
            "acc_norm,none": 0.78,
            "acc_norm_stderr,none": 0.02625179282460579
        },
        "leaderboard_bbh_causal_judgement": {
            "alias": "  - leaderboard_bbh_causal_judgement",
            "acc_norm,none": 0.6149732620320856,
            "acc_norm_stderr,none": 0.03567936280544673
        },
        "leaderboard_bbh_date_understanding": {
            "alias": "  - leaderboard_bbh_date_understanding",
            "acc_norm,none": 0.496,
            "acc_norm_stderr,none": 0.0316851985511992
        },
        "leaderboard_bbh_disambiguation_qa": {
            "alias": "  - leaderboard_bbh_disambiguation_qa",
            "acc_norm,none": 0.332,
            "acc_norm_stderr,none": 0.029844039047465857
        },
        "leaderboard_bbh_formal_fallacies": {
            "alias": "  - leaderboard_bbh_formal_fallacies",
            "acc_norm,none": 0.464,
            "acc_norm_stderr,none": 0.03160397514522374
        },
        "leaderboard_bbh_geometric_shapes": {
            "alias": "  - leaderboard_bbh_geometric_shapes",
            "acc_norm,none": 0.304,
            "acc_norm_stderr,none": 0.02915021337415965
        },
        "leaderboard_bbh_hyperbaton": {
            "alias": "  - leaderboard_bbh_hyperbaton",
            "acc_norm,none": 0.52,
            "acc_norm_stderr,none": 0.03166085340849512
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
            "acc_norm,none": 0.368,
            "acc_norm_stderr,none": 0.03056207062099311
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
            "acc_norm,none": 0.328,
            "acc_norm_stderr,none": 0.029752391824475363
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
            "acc_norm,none": 0.472,
            "acc_norm_stderr,none": 0.031636489531544396
        },
        "leaderboard_bbh_movie_recommendation": {
            "alias": "  - leaderboard_bbh_movie_recommendation",
            "acc_norm,none": 0.572,
            "acc_norm_stderr,none": 0.031355968923772626
        },
        "leaderboard_bbh_navigate": {
            "alias": "  - leaderboard_bbh_navigate",
            "acc_norm,none": 0.6,
            "acc_norm_stderr,none": 0.031046021028253316
        },
        "leaderboard_bbh_object_counting": {
            "alias": "  - leaderboard_bbh_object_counting",
            "acc_norm,none": 0.412,
            "acc_norm_stderr,none": 0.03119159602602282
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "alias": "  - leaderboard_bbh_penguins_in_a_table",
            "acc_norm,none": 0.3561643835616438,
            "acc_norm_stderr,none": 0.03976754138601307
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
            "acc_norm,none": 0.396,
            "acc_norm_stderr,none": 0.030993197854577898
        },
        "leaderboard_bbh_ruin_names": {
            "alias": "  - leaderboard_bbh_ruin_names",
            "acc_norm,none": 0.54,
            "acc_norm_stderr,none": 0.031584653891499004
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "alias": "  - leaderboard_bbh_salient_translation_error_detection",
            "acc_norm,none": 0.304,
            "acc_norm_stderr,none": 0.02915021337415965
        },
        "leaderboard_bbh_snarks": {
            "alias": "  - leaderboard_bbh_snarks",
            "acc_norm,none": 0.601123595505618,
            "acc_norm_stderr,none": 0.036805644558509265
        },
        "leaderboard_bbh_sports_understanding": {
            "alias": "  - leaderboard_bbh_sports_understanding",
            "acc_norm,none": 0.656,
            "acc_norm_stderr,none": 0.03010450339231644
        },
        "leaderboard_bbh_temporal_sequences": {
            "alias": "  - leaderboard_bbh_temporal_sequences",
            "acc_norm,none": 0.292,
            "acc_norm_stderr,none": 0.02881432040220563
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
            "acc_norm,none": 0.164,
            "acc_norm_stderr,none": 0.02346526100207671
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
            "acc_norm,none": 0.144,
            "acc_norm_stderr,none": 0.022249407735450245
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
            "acc_norm,none": 0.336,
            "acc_norm_stderr,none": 0.02993325909419153
        },
        "leaderboard_bbh_web_of_lies": {
            "alias": "  - leaderboard_bbh_web_of_lies",
            "acc_norm,none": 0.488,
            "acc_norm_stderr,none": 0.03167708558254714
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.2709731543624161,
            "acc_norm_stderr,none": 0.012885383748109824,
            "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": 0.28205128205128205,
            "acc_norm_stderr,none": 0.019275803929950375
        },
        "leaderboard_gpqa_main": {
            "alias": "  - leaderboard_gpqa_main",
            "acc_norm,none": 0.25669642857142855,
            "acc_norm_stderr,none": 0.020660425491724744
        },
        "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": 0.7194244604316546,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.6617375231053605,
            "prompt_level_loose_acc_stderr,none": 0.02035977213816605,
            "inst_level_loose_acc,none": 0.749400479616307,
            "inst_level_loose_acc_stderr,none": "N/A"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.17598187311178248,
            "exact_match_stderr,none": 0.009802249518219628,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "alias": "  - leaderboard_math_algebra_hard",
            "exact_match,none": 0.3583061889250814,
            "exact_match_stderr,none": 0.02741134634015542
        },
        "leaderboard_math_counting_and_prob_hard": {
            "alias": "  - leaderboard_math_counting_and_prob_hard",
            "exact_match,none": 0.14634146341463414,
            "exact_match_stderr,none": 0.03199969768047477
        },
        "leaderboard_math_geometry_hard": {
            "alias": "  - leaderboard_math_geometry_hard",
            "exact_match,none": 0.12121212121212122,
            "exact_match_stderr,none": 0.02851539598655559
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "alias": "  - leaderboard_math_intermediate_algebra_hard",
            "exact_match,none": 0.02142857142857143,
            "exact_match_stderr,none": 0.008669434577665551
        },
        "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": 0.3160621761658031,
            "exact_match_stderr,none": 0.03355397369686171
        },
        "leaderboard_math_precalculus_hard": {
            "alias": "  - leaderboard_math_precalculus_hard",
            "exact_match,none": 0.037037037037037035,
            "exact_match_stderr,none": 0.016314377626726044
        },
        "leaderboard_mmlu_pro": {
            "alias": " - leaderboard_mmlu_pro",
            "acc,none": 0.308843085106383,
            "acc_stderr,none": 0.00421217500153626
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.3531746031746032,
            "acc_norm_stderr,none": 0.016706188713812384,
            "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": 0.23828125,
            "acc_norm_stderr,none": 0.026679160987075002
        },
        "leaderboard_musr_team_allocation": {
            "alias": "  - leaderboard_musr_team_allocation",
            "acc_norm,none": 0.28,
            "acc_norm_stderr,none": 0.02845414827783231
        }
    },
    "leaderboard": {
        "inst_level_strict_acc,none": 0.7194244604316546,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_strict_acc,none": 0.6266173752310537,
        "prompt_level_strict_acc_stderr,none": 0.020815238376834452,
        "exact_match,none": 0.17598187311178248,
        "exact_match_stderr,none": 0.009802249518219628,
        "prompt_level_loose_acc,none": 0.6617375231053605,
        "prompt_level_loose_acc_stderr,none": 0.02035977213816605,
        "inst_level_loose_acc,none": 0.749400479616307,
        "inst_level_loose_acc_stderr,none": "N/A",
        "acc,none": 0.308843085106383,
        "acc_stderr,none": 0.004212175001536261,
        "acc_norm,none": 0.4029056946426255,
        "acc_norm_stderr,none": 0.005321685949875525,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.43672973442110746,
        "acc_norm_stderr,none": 0.006228770425927807,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "alias": "  - leaderboard_bbh_boolean_expressions",
        "acc_norm,none": 0.78,
        "acc_norm_stderr,none": 0.02625179282460579
    },
    "leaderboard_bbh_causal_judgement": {
        "alias": "  - leaderboard_bbh_causal_judgement",
        "acc_norm,none": 0.6149732620320856,
        "acc_norm_stderr,none": 0.03567936280544673
    },
    "leaderboard_bbh_date_understanding": {
        "alias": "  - leaderboard_bbh_date_understanding",
        "acc_norm,none": 0.496,
        "acc_norm_stderr,none": 0.0316851985511992
    },
    "leaderboard_bbh_disambiguation_qa": {
        "alias": "  - leaderboard_bbh_disambiguation_qa",
        "acc_norm,none": 0.332,
        "acc_norm_stderr,none": 0.029844039047465857
    },
    "leaderboard_bbh_formal_fallacies": {
        "alias": "  - leaderboard_bbh_formal_fallacies",
        "acc_norm,none": 0.464,
        "acc_norm_stderr,none": 0.03160397514522374
    },
    "leaderboard_bbh_geometric_shapes": {
        "alias": "  - leaderboard_bbh_geometric_shapes",
        "acc_norm,none": 0.304,
        "acc_norm_stderr,none": 0.02915021337415965
    },
    "leaderboard_bbh_hyperbaton": {
        "alias": "  - leaderboard_bbh_hyperbaton",
        "acc_norm,none": 0.52,
        "acc_norm_stderr,none": 0.03166085340849512
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
        "acc_norm,none": 0.368,
        "acc_norm_stderr,none": 0.03056207062099311
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
        "acc_norm,none": 0.328,
        "acc_norm_stderr,none": 0.029752391824475363
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
        "acc_norm,none": 0.472,
        "acc_norm_stderr,none": 0.031636489531544396
    },
    "leaderboard_bbh_movie_recommendation": {
        "alias": "  - leaderboard_bbh_movie_recommendation",
        "acc_norm,none": 0.572,
        "acc_norm_stderr,none": 0.031355968923772626
    },
    "leaderboard_bbh_navigate": {
        "alias": "  - leaderboard_bbh_navigate",
        "acc_norm,none": 0.6,
        "acc_norm_stderr,none": 0.031046021028253316
    },
    "leaderboard_bbh_object_counting": {
        "alias": "  - leaderboard_bbh_object_counting",
        "acc_norm,none": 0.412,
        "acc_norm_stderr,none": 0.03119159602602282
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "alias": "  - leaderboard_bbh_penguins_in_a_table",
        "acc_norm,none": 0.3561643835616438,
        "acc_norm_stderr,none": 0.03976754138601307
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
        "acc_norm,none": 0.396,
        "acc_norm_stderr,none": 0.030993197854577898
    },
    "leaderboard_bbh_ruin_names": {
        "alias": "  - leaderboard_bbh_ruin_names",
        "acc_norm,none": 0.54,
        "acc_norm_stderr,none": 0.031584653891499004
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "alias": "  - leaderboard_bbh_salient_translation_error_detection",
        "acc_norm,none": 0.304,
        "acc_norm_stderr,none": 0.02915021337415965
    },
    "leaderboard_bbh_snarks": {
        "alias": "  - leaderboard_bbh_snarks",
        "acc_norm,none": 0.601123595505618,
        "acc_norm_stderr,none": 0.036805644558509265
    },
    "leaderboard_bbh_sports_understanding": {
        "alias": "  - leaderboard_bbh_sports_understanding",
        "acc_norm,none": 0.656,
        "acc_norm_stderr,none": 0.03010450339231644
    },
    "leaderboard_bbh_temporal_sequences": {
        "alias": "  - leaderboard_bbh_temporal_sequences",
        "acc_norm,none": 0.292,
        "acc_norm_stderr,none": 0.02881432040220563
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
        "acc_norm,none": 0.164,
        "acc_norm_stderr,none": 0.02346526100207671
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
        "acc_norm,none": 0.144,
        "acc_norm_stderr,none": 0.022249407735450245
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
        "acc_norm,none": 0.336,
        "acc_norm_stderr,none": 0.02993325909419153
    },
    "leaderboard_bbh_web_of_lies": {
        "alias": "  - leaderboard_bbh_web_of_lies",
        "acc_norm,none": 0.488,
        "acc_norm_stderr,none": 0.03167708558254714
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.2709731543624161,
        "acc_norm_stderr,none": 0.012885383748109824,
        "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": 0.28205128205128205,
        "acc_norm_stderr,none": 0.019275803929950375
    },
    "leaderboard_gpqa_main": {
        "alias": "  - leaderboard_gpqa_main",
        "acc_norm,none": 0.25669642857142855,
        "acc_norm_stderr,none": 0.020660425491724744
    },
    "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": 0.7194244604316546,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.6617375231053605,
        "prompt_level_loose_acc_stderr,none": 0.02035977213816605,
        "inst_level_loose_acc,none": 0.749400479616307,
        "inst_level_loose_acc_stderr,none": "N/A"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.17598187311178248,
        "exact_match_stderr,none": 0.009802249518219628,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "alias": "  - leaderboard_math_algebra_hard",
        "exact_match,none": 0.3583061889250814,
        "exact_match_stderr,none": 0.02741134634015542
    },
    "leaderboard_math_counting_and_prob_hard": {
        "alias": "  - leaderboard_math_counting_and_prob_hard",
        "exact_match,none": 0.14634146341463414,
        "exact_match_stderr,none": 0.03199969768047477
    },
    "leaderboard_math_geometry_hard": {
        "alias": "  - leaderboard_math_geometry_hard",
        "exact_match,none": 0.12121212121212122,
        "exact_match_stderr,none": 0.02851539598655559
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "alias": "  - leaderboard_math_intermediate_algebra_hard",
        "exact_match,none": 0.02142857142857143,
        "exact_match_stderr,none": 0.008669434577665551
    },
    "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": 0.3160621761658031,
        "exact_match_stderr,none": 0.03355397369686171
    },
    "leaderboard_math_precalculus_hard": {
        "alias": "  - leaderboard_math_precalculus_hard",
        "exact_match,none": 0.037037037037037035,
        "exact_match_stderr,none": 0.016314377626726044
    },
    "leaderboard_mmlu_pro": {
        "alias": " - leaderboard_mmlu_pro",
        "acc,none": 0.308843085106383,
        "acc_stderr,none": 0.00421217500153626
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.3531746031746032,
        "acc_norm_stderr,none": 0.016706188713812384,
        "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": 0.23828125,
        "acc_norm_stderr,none": 0.026679160987075002
    },
    "leaderboard_musr_team_allocation": {
        "alias": "  - leaderboard_musr_team_allocation",
        "acc_norm,none": 0.28,
        "acc_norm_stderr,none": 0.02845414827783231
    }
}

Dataset Details

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