open-llm-leaderboard/AicoresSecurity__Cybernet-Sec-3B-R1-V0-Coder-details

Dataset Card for Evaluation run of AicoresSecurity/Cybernet-Sec-3B-R1-V0-Coder

Dataset automatically created during the evaluation run of model AicoresSecurity/Cybernet-Sec-3B-R1-V0-Coder 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-V0-Coder-details",
    name="AicoresSecurity__Cybernet-Sec-3B-R1-V0-Coder__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2025-02-27T08-25-30.321172 (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": 0.7577937649880095,
            "inst_level_strict_acc_stderr,none": "N/A",
            "acc_norm,none": 0.40809443507588533,
            "acc_norm_stderr,none": 0.005270931694732011,
            "exact_match,none": 0.1487915407854985,
            "exact_match_stderr,none": 0.009301171425965178,
            "prompt_level_strict_acc,none": 0.6617375231053605,
            "prompt_level_strict_acc_stderr,none": 0.02035977213816605,
            "inst_level_loose_acc,none": 0.7973621103117506,
            "inst_level_loose_acc_stderr,none": "N/A",
            "acc,none": 0.3178191489361702,
            "acc_stderr,none": 0.004245109812368106,
            "prompt_level_loose_acc,none": 0.7097966728280961,
            "prompt_level_loose_acc_stderr,none": 0.019530856691222623,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.4452352022218365,
            "acc_norm_stderr,none": 0.006150209677249916,
            "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": 0.5,
            "acc_norm_stderr,none": 0.031686212526223896
        },
        "leaderboard_bbh_disambiguation_qa": {
            "alias": "  - leaderboard_bbh_disambiguation_qa",
            "acc_norm,none": 0.3,
            "acc_norm_stderr,none": 0.029040893477575783
        },
        "leaderboard_bbh_formal_fallacies": {
            "alias": "  - leaderboard_bbh_formal_fallacies",
            "acc_norm,none": 0.488,
            "acc_norm_stderr,none": 0.03167708558254714
        },
        "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": 0.668,
            "acc_norm_stderr,none": 0.029844039047465857
        },
        "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": 0.292,
            "acc_norm_stderr,none": 0.02881432040220563
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
            "acc_norm,none": 0.48,
            "acc_norm_stderr,none": 0.03166085340849512
        },
        "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": 0.608,
            "acc_norm_stderr,none": 0.030938207620401222
        },
        "leaderboard_bbh_object_counting": {
            "alias": "  - leaderboard_bbh_object_counting",
            "acc_norm,none": 0.384,
            "acc_norm_stderr,none": 0.030821679117375447
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "alias": "  - leaderboard_bbh_penguins_in_a_table",
            "acc_norm,none": 0.3698630136986301,
            "acc_norm_stderr,none": 0.04009165058801775
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
            "acc_norm,none": 0.4,
            "acc_norm_stderr,none": 0.031046021028253316
        },
        "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": 0.312,
            "acc_norm_stderr,none": 0.02936106757521985
        },
        "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": 0.708,
            "acc_norm_stderr,none": 0.028814320402205634
        },
        "leaderboard_bbh_temporal_sequences": {
            "alias": "  - leaderboard_bbh_temporal_sequences",
            "acc_norm,none": 0.3,
            "acc_norm_stderr,none": 0.029040893477575783
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
            "acc_norm,none": 0.132,
            "acc_norm_stderr,none": 0.021450980824038166
        },
        "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": 0.308,
            "acc_norm_stderr,none": 0.02925692860650181
        },
        "leaderboard_bbh_web_of_lies": {
            "alias": "  - leaderboard_bbh_web_of_lies",
            "acc_norm,none": 0.496,
            "acc_norm_stderr,none": 0.0316851985511992
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.27181208053691275,
            "acc_norm_stderr,none": 0.012895663937390816,
            "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": 0.2857142857142857,
            "acc_norm_stderr,none": 0.019351013185102753
        },
        "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": 0.6617375231053605,
            "prompt_level_strict_acc_stderr,none": 0.02035977213816605,
            "inst_level_strict_acc,none": 0.7577937649880095,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.7097966728280961,
            "prompt_level_loose_acc_stderr,none": 0.019530856691222623,
            "inst_level_loose_acc,none": 0.7973621103117506,
            "inst_level_loose_acc_stderr,none": "N/A"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.1487915407854985,
            "exact_match_stderr,none": 0.009301171425965178,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "alias": "  - leaderboard_math_algebra_hard",
            "exact_match,none": 0.28013029315960913,
            "exact_match_stderr,none": 0.025671206118429726
        },
        "leaderboard_math_counting_and_prob_hard": {
            "alias": "  - leaderboard_math_counting_and_prob_hard",
            "exact_match,none": 0.13008130081300814,
            "exact_match_stderr,none": 0.03045557850752305
        },
        "leaderboard_math_geometry_hard": {
            "alias": "  - leaderboard_math_geometry_hard",
            "exact_match,none": 0.03787878787878788,
            "exact_match_stderr,none": 0.016679279394712563
        },
        "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": 0.14285714285714285,
            "exact_match_stderr,none": 0.028289929799333556
        },
        "leaderboard_math_prealgebra_hard": {
            "alias": "  - leaderboard_math_prealgebra_hard",
            "exact_match,none": 0.29015544041450775,
            "exact_match_stderr,none": 0.032752644677915166
        },
        "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": 0.3178191489361702,
            "acc_stderr,none": 0.004245109812368106
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.33994708994708994,
            "acc_norm_stderr,none": 0.01670306844941856,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "alias": "  - leaderboard_musr_murder_mysteries",
            "acc_norm,none": 0.508,
            "acc_norm_stderr,none": 0.03168215643141386
        },
        "leaderboard_musr_object_placements": {
            "alias": "  - leaderboard_musr_object_placements",
            "acc_norm,none": 0.234375,
            "acc_norm_stderr,none": 0.02652733398834892
        },
        "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": 0.7577937649880095,
        "inst_level_strict_acc_stderr,none": "N/A",
        "acc_norm,none": 0.40809443507588533,
        "acc_norm_stderr,none": 0.005270931694732011,
        "exact_match,none": 0.1487915407854985,
        "exact_match_stderr,none": 0.009301171425965178,
        "prompt_level_strict_acc,none": 0.6617375231053605,
        "prompt_level_strict_acc_stderr,none": 0.02035977213816605,
        "inst_level_loose_acc,none": 0.7973621103117506,
        "inst_level_loose_acc_stderr,none": "N/A",
        "acc,none": 0.3178191489361702,
        "acc_stderr,none": 0.004245109812368106,
        "prompt_level_loose_acc,none": 0.7097966728280961,
        "prompt_level_loose_acc_stderr,none": 0.019530856691222623,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.4452352022218365,
        "acc_norm_stderr,none": 0.006150209677249916,
        "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": 0.5,
        "acc_norm_stderr,none": 0.031686212526223896
    },
    "leaderboard_bbh_disambiguation_qa": {
        "alias": "  - leaderboard_bbh_disambiguation_qa",
        "acc_norm,none": 0.3,
        "acc_norm_stderr,none": 0.029040893477575783
    },
    "leaderboard_bbh_formal_fallacies": {
        "alias": "  - leaderboard_bbh_formal_fallacies",
        "acc_norm,none": 0.488,
        "acc_norm_stderr,none": 0.03167708558254714
    },
    "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": 0.668,
        "acc_norm_stderr,none": 0.029844039047465857
    },
    "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": 0.292,
        "acc_norm_stderr,none": 0.02881432040220563
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
        "acc_norm,none": 0.48,
        "acc_norm_stderr,none": 0.03166085340849512
    },
    "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": 0.608,
        "acc_norm_stderr,none": 0.030938207620401222
    },
    "leaderboard_bbh_object_counting": {
        "alias": "  - leaderboard_bbh_object_counting",
        "acc_norm,none": 0.384,
        "acc_norm_stderr,none": 0.030821679117375447
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "alias": "  - leaderboard_bbh_penguins_in_a_table",
        "acc_norm,none": 0.3698630136986301,
        "acc_norm_stderr,none": 0.04009165058801775
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
        "acc_norm,none": 0.4,
        "acc_norm_stderr,none": 0.031046021028253316
    },
    "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": 0.312,
        "acc_norm_stderr,none": 0.02936106757521985
    },
    "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": 0.708,
        "acc_norm_stderr,none": 0.028814320402205634
    },
    "leaderboard_bbh_temporal_sequences": {
        "alias": "  - leaderboard_bbh_temporal_sequences",
        "acc_norm,none": 0.3,
        "acc_norm_stderr,none": 0.029040893477575783
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
        "acc_norm,none": 0.132,
        "acc_norm_stderr,none": 0.021450980824038166
    },
    "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": 0.308,
        "acc_norm_stderr,none": 0.02925692860650181
    },
    "leaderboard_bbh_web_of_lies": {
        "alias": "  - leaderboard_bbh_web_of_lies",
        "acc_norm,none": 0.496,
        "acc_norm_stderr,none": 0.0316851985511992
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.27181208053691275,
        "acc_norm_stderr,none": 0.012895663937390816,
        "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": 0.2857142857142857,
        "acc_norm_stderr,none": 0.019351013185102753
    },
    "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": 0.6617375231053605,
        "prompt_level_strict_acc_stderr,none": 0.02035977213816605,
        "inst_level_strict_acc,none": 0.7577937649880095,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.7097966728280961,
        "prompt_level_loose_acc_stderr,none": 0.019530856691222623,
        "inst_level_loose_acc,none": 0.7973621103117506,
        "inst_level_loose_acc_stderr,none": "N/A"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.1487915407854985,
        "exact_match_stderr,none": 0.009301171425965178,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "alias": "  - leaderboard_math_algebra_hard",
        "exact_match,none": 0.28013029315960913,
        "exact_match_stderr,none": 0.025671206118429726
    },
    "leaderboard_math_counting_and_prob_hard": {
        "alias": "  - leaderboard_math_counting_and_prob_hard",
        "exact_match,none": 0.13008130081300814,
        "exact_match_stderr,none": 0.03045557850752305
    },
    "leaderboard_math_geometry_hard": {
        "alias": "  - leaderboard_math_geometry_hard",
        "exact_match,none": 0.03787878787878788,
        "exact_match_stderr,none": 0.016679279394712563
    },
    "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": 0.14285714285714285,
        "exact_match_stderr,none": 0.028289929799333556
    },
    "leaderboard_math_prealgebra_hard": {
        "alias": "  - leaderboard_math_prealgebra_hard",
        "exact_match,none": 0.29015544041450775,
        "exact_match_stderr,none": 0.032752644677915166
    },
    "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": 0.3178191489361702,
        "acc_stderr,none": 0.004245109812368106
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.33994708994708994,
        "acc_norm_stderr,none": 0.01670306844941856,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "alias": "  - leaderboard_musr_murder_mysteries",
        "acc_norm,none": 0.508,
        "acc_norm_stderr,none": 0.03168215643141386
    },
    "leaderboard_musr_object_placements": {
        "alias": "  - leaderboard_musr_object_placements",
        "acc_norm,none": 0.234375,
        "acc_norm_stderr,none": 0.02652733398834892
    },
    "leaderboard_musr_team_allocation": {
        "alias": "  - leaderboard_musr_team_allocation",
        "acc_norm,none": 0.28,
        "acc_norm_stderr,none": 0.02845414827783231
    }
}

Dataset Details

Dataset Description

• Curated by: [More Information Needed]
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