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

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

Dataset automatically created during the evaluation run of model AicoresSecurity/Cybernet-Sec-3B-R1-V1 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-details",
    name="AicoresSecurity__Cybernet-Sec-3B-R1-V1__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2025-03-07T07-38-49.658744 (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": 0.6690647482014388,
            "inst_level_strict_acc_stderr,none": "N/A",
            "exact_match,none": 0.15181268882175228,
            "exact_match_stderr,none": 0.009169419314540714,
            "inst_level_loose_acc,none": 0.709832134292566,
            "inst_level_loose_acc_stderr,none": "N/A",
            "acc_norm,none": 0.3911013101569594,
            "acc_norm_stderr,none": 0.00527582448442151,
            "prompt_level_loose_acc,none": 0.5988909426987061,
            "prompt_level_loose_acc_stderr,none": 0.021091536895520756,
            "prompt_level_strict_acc,none": 0.5600739371534196,
            "prompt_level_strict_acc_stderr,none": 0.021360708220801928,
            "acc,none": 0.2876496010638298,
            "acc_stderr,none": 0.004126937203106555,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.4263148758896025,
            "acc_norm_stderr,none": 0.0061779212091983785,
            "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": 0.6042780748663101,
            "acc_norm_stderr,none": 0.035855600715925424
        },
        "leaderboard_bbh_date_understanding": {
            "alias": "  - leaderboard_bbh_date_understanding",
            "acc_norm,none": 0.492,
            "acc_norm_stderr,none": 0.03168215643141386
        },
        "leaderboard_bbh_disambiguation_qa": {
            "alias": "  - leaderboard_bbh_disambiguation_qa",
            "acc_norm,none": 0.328,
            "acc_norm_stderr,none": 0.029752391824475363
        },
        "leaderboard_bbh_formal_fallacies": {
            "alias": "  - leaderboard_bbh_formal_fallacies",
            "acc_norm,none": 0.524,
            "acc_norm_stderr,none": 0.03164968895968774
        },
        "leaderboard_bbh_geometric_shapes": {
            "alias": "  - leaderboard_bbh_geometric_shapes",
            "acc_norm,none": 0.308,
            "acc_norm_stderr,none": 0.02925692860650181
        },
        "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": 0.36,
            "acc_norm_stderr,none": 0.03041876402517494
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
            "acc_norm,none": 0.24,
            "acc_norm_stderr,none": 0.027065293652238982
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
            "acc_norm,none": 0.416,
            "acc_norm_stderr,none": 0.031235856237014505
        },
        "leaderboard_bbh_movie_recommendation": {
            "alias": "  - leaderboard_bbh_movie_recommendation",
            "acc_norm,none": 0.584,
            "acc_norm_stderr,none": 0.031235856237014505
        },
        "leaderboard_bbh_navigate": {
            "alias": "  - leaderboard_bbh_navigate",
            "acc_norm,none": 0.596,
            "acc_norm_stderr,none": 0.03109668818482536
        },
        "leaderboard_bbh_object_counting": {
            "alias": "  - leaderboard_bbh_object_counting",
            "acc_norm,none": 0.368,
            "acc_norm_stderr,none": 0.03056207062099311
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "alias": "  - leaderboard_bbh_penguins_in_a_table",
            "acc_norm,none": 0.3082191780821918,
            "acc_norm_stderr,none": 0.03834688463221958
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
            "acc_norm,none": 0.424,
            "acc_norm_stderr,none": 0.03131803437491622
        },
        "leaderboard_bbh_ruin_names": {
            "alias": "  - leaderboard_bbh_ruin_names",
            "acc_norm,none": 0.552,
            "acc_norm_stderr,none": 0.03151438761115348
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "alias": "  - leaderboard_bbh_salient_translation_error_detection",
            "acc_norm,none": 0.336,
            "acc_norm_stderr,none": 0.02993325909419153
        },
        "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": 0.608,
            "acc_norm_stderr,none": 0.030938207620401222
        },
        "leaderboard_bbh_temporal_sequences": {
            "alias": "  - leaderboard_bbh_temporal_sequences",
            "acc_norm,none": 0.28,
            "acc_norm_stderr,none": 0.02845414827783231
        },
        "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": 0.12,
            "acc_norm_stderr,none": 0.020593600596839998
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
            "acc_norm,none": 0.3,
            "acc_norm_stderr,none": 0.029040893477575783
        },
        "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": 0.2609060402684564,
            "acc_norm_stderr,none": 0.012729936345183377,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "alias": "  - leaderboard_gpqa_diamond",
            "acc_norm,none": 0.26262626262626265,
            "acc_norm_stderr,none": 0.031353050095330834
        },
        "leaderboard_gpqa_extended": {
            "alias": "  - leaderboard_gpqa_extended",
            "acc_norm,none": 0.27289377289377287,
            "acc_norm_stderr,none": 0.019080840171987832
        },
        "leaderboard_gpqa_main": {
            "alias": "  - leaderboard_gpqa_main",
            "acc_norm,none": 0.24553571428571427,
            "acc_norm_stderr,none": 0.020357428454484603
        },
        "leaderboard_ifeval": {
            "alias": " - leaderboard_ifeval",
            "prompt_level_strict_acc,none": 0.5600739371534196,
            "prompt_level_strict_acc_stderr,none": 0.021360708220801928,
            "inst_level_strict_acc,none": 0.6690647482014388,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.5988909426987061,
            "prompt_level_loose_acc_stderr,none": 0.021091536895520756,
            "inst_level_loose_acc,none": 0.709832134292566,
            "inst_level_loose_acc_stderr,none": "N/A"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.15181268882175228,
            "exact_match_stderr,none": 0.009169419314540714,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "alias": "  - leaderboard_math_algebra_hard",
            "exact_match,none": 0.33876221498371334,
            "exact_match_stderr,none": 0.02705612519798234
        },
        "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": 0.06818181818181818,
            "exact_match_stderr,none": 0.022022378945902827
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "alias": "  - leaderboard_math_intermediate_algebra_hard",
            "exact_match,none": 0.010714285714285714,
            "exact_match_stderr,none": 0.006163684194761604
        },
        "leaderboard_math_num_theory_hard": {
            "alias": "  - leaderboard_math_num_theory_hard",
            "exact_match,none": 0.08441558441558442,
            "exact_match_stderr,none": 0.022475781231866967
        },
        "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": 0.037037037037037035,
            "exact_match_stderr,none": 0.016314377626726044
        },
        "leaderboard_mmlu_pro": {
            "alias": " - leaderboard_mmlu_pro",
            "acc,none": 0.2876496010638298,
            "acc_stderr,none": 0.004126937203106555
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.328042328042328,
            "acc_norm_stderr,none": 0.016586057608129548,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "alias": "  - leaderboard_musr_murder_mysteries",
            "acc_norm,none": 0.492,
            "acc_norm_stderr,none": 0.03168215643141386
        },
        "leaderboard_musr_object_placements": {
            "alias": "  - leaderboard_musr_object_placements",
            "acc_norm,none": 0.24609375,
            "acc_norm_stderr,none": 0.026973597563786113
        },
        "leaderboard_musr_team_allocation": {
            "alias": "  - leaderboard_musr_team_allocation",
            "acc_norm,none": 0.248,
            "acc_norm_stderr,none": 0.027367497504863593
        }
    },
    "leaderboard": {
        "inst_level_strict_acc,none": 0.6690647482014388,
        "inst_level_strict_acc_stderr,none": "N/A",
        "exact_match,none": 0.15181268882175228,
        "exact_match_stderr,none": 0.009169419314540714,
        "inst_level_loose_acc,none": 0.709832134292566,
        "inst_level_loose_acc_stderr,none": "N/A",
        "acc_norm,none": 0.3911013101569594,
        "acc_norm_stderr,none": 0.00527582448442151,
        "prompt_level_loose_acc,none": 0.5988909426987061,
        "prompt_level_loose_acc_stderr,none": 0.021091536895520756,
        "prompt_level_strict_acc,none": 0.5600739371534196,
        "prompt_level_strict_acc_stderr,none": 0.021360708220801928,
        "acc,none": 0.2876496010638298,
        "acc_stderr,none": 0.004126937203106555,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.4263148758896025,
        "acc_norm_stderr,none": 0.0061779212091983785,
        "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": 0.6042780748663101,
        "acc_norm_stderr,none": 0.035855600715925424
    },
    "leaderboard_bbh_date_understanding": {
        "alias": "  - leaderboard_bbh_date_understanding",
        "acc_norm,none": 0.492,
        "acc_norm_stderr,none": 0.03168215643141386
    },
    "leaderboard_bbh_disambiguation_qa": {
        "alias": "  - leaderboard_bbh_disambiguation_qa",
        "acc_norm,none": 0.328,
        "acc_norm_stderr,none": 0.029752391824475363
    },
    "leaderboard_bbh_formal_fallacies": {
        "alias": "  - leaderboard_bbh_formal_fallacies",
        "acc_norm,none": 0.524,
        "acc_norm_stderr,none": 0.03164968895968774
    },
    "leaderboard_bbh_geometric_shapes": {
        "alias": "  - leaderboard_bbh_geometric_shapes",
        "acc_norm,none": 0.308,
        "acc_norm_stderr,none": 0.02925692860650181
    },
    "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": 0.36,
        "acc_norm_stderr,none": 0.03041876402517494
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
        "acc_norm,none": 0.24,
        "acc_norm_stderr,none": 0.027065293652238982
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
        "acc_norm,none": 0.416,
        "acc_norm_stderr,none": 0.031235856237014505
    },
    "leaderboard_bbh_movie_recommendation": {
        "alias": "  - leaderboard_bbh_movie_recommendation",
        "acc_norm,none": 0.584,
        "acc_norm_stderr,none": 0.031235856237014505
    },
    "leaderboard_bbh_navigate": {
        "alias": "  - leaderboard_bbh_navigate",
        "acc_norm,none": 0.596,
        "acc_norm_stderr,none": 0.03109668818482536
    },
    "leaderboard_bbh_object_counting": {
        "alias": "  - leaderboard_bbh_object_counting",
        "acc_norm,none": 0.368,
        "acc_norm_stderr,none": 0.03056207062099311
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "alias": "  - leaderboard_bbh_penguins_in_a_table",
        "acc_norm,none": 0.3082191780821918,
        "acc_norm_stderr,none": 0.03834688463221958
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
        "acc_norm,none": 0.424,
        "acc_norm_stderr,none": 0.03131803437491622
    },
    "leaderboard_bbh_ruin_names": {
        "alias": "  - leaderboard_bbh_ruin_names",
        "acc_norm,none": 0.552,
        "acc_norm_stderr,none": 0.03151438761115348
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "alias": "  - leaderboard_bbh_salient_translation_error_detection",
        "acc_norm,none": 0.336,
        "acc_norm_stderr,none": 0.02993325909419153
    },
    "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": 0.608,
        "acc_norm_stderr,none": 0.030938207620401222
    },
    "leaderboard_bbh_temporal_sequences": {
        "alias": "  - leaderboard_bbh_temporal_sequences",
        "acc_norm,none": 0.28,
        "acc_norm_stderr,none": 0.02845414827783231
    },
    "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": 0.12,
        "acc_norm_stderr,none": 0.020593600596839998
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
        "acc_norm,none": 0.3,
        "acc_norm_stderr,none": 0.029040893477575783
    },
    "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": 0.2609060402684564,
        "acc_norm_stderr,none": 0.012729936345183377,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "alias": "  - leaderboard_gpqa_diamond",
        "acc_norm,none": 0.26262626262626265,
        "acc_norm_stderr,none": 0.031353050095330834
    },
    "leaderboard_gpqa_extended": {
        "alias": "  - leaderboard_gpqa_extended",
        "acc_norm,none": 0.27289377289377287,
        "acc_norm_stderr,none": 0.019080840171987832
    },
    "leaderboard_gpqa_main": {
        "alias": "  - leaderboard_gpqa_main",
        "acc_norm,none": 0.24553571428571427,
        "acc_norm_stderr,none": 0.020357428454484603
    },
    "leaderboard_ifeval": {
        "alias": " - leaderboard_ifeval",
        "prompt_level_strict_acc,none": 0.5600739371534196,
        "prompt_level_strict_acc_stderr,none": 0.021360708220801928,
        "inst_level_strict_acc,none": 0.6690647482014388,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.5988909426987061,
        "prompt_level_loose_acc_stderr,none": 0.021091536895520756,
        "inst_level_loose_acc,none": 0.709832134292566,
        "inst_level_loose_acc_stderr,none": "N/A"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.15181268882175228,
        "exact_match_stderr,none": 0.009169419314540714,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "alias": "  - leaderboard_math_algebra_hard",
        "exact_match,none": 0.33876221498371334,
        "exact_match_stderr,none": 0.02705612519798234
    },
    "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": 0.06818181818181818,
        "exact_match_stderr,none": 0.022022378945902827
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "alias": "  - leaderboard_math_intermediate_algebra_hard",
        "exact_match,none": 0.010714285714285714,
        "exact_match_stderr,none": 0.006163684194761604
    },
    "leaderboard_math_num_theory_hard": {
        "alias": "  - leaderboard_math_num_theory_hard",
        "exact_match,none": 0.08441558441558442,
        "exact_match_stderr,none": 0.022475781231866967
    },
    "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": 0.037037037037037035,
        "exact_match_stderr,none": 0.016314377626726044
    },
    "leaderboard_mmlu_pro": {
        "alias": " - leaderboard_mmlu_pro",
        "acc,none": 0.2876496010638298,
        "acc_stderr,none": 0.004126937203106555
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.328042328042328,
        "acc_norm_stderr,none": 0.016586057608129548,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "alias": "  - leaderboard_musr_murder_mysteries",
        "acc_norm,none": 0.492,
        "acc_norm_stderr,none": 0.03168215643141386
    },
    "leaderboard_musr_object_placements": {
        "alias": "  - leaderboard_musr_object_placements",
        "acc_norm,none": 0.24609375,
        "acc_norm_stderr,none": 0.026973597563786113
    },
    "leaderboard_musr_team_allocation": {
        "alias": "  - leaderboard_musr_team_allocation",
        "acc_norm,none": 0.248,
        "acc_norm_stderr,none": 0.027367497504863593
    }
}

Dataset Details

Dataset Description

• Curated by: [More Information Needed]
• Funded by [optional]: [More Information Needed]
• Shared by [optional]: [More Information Needed]
• Language(s) (NLP): [More Information Needed]
• License: [More Information Needed]

Dataset Sources [optional]

• Repository: [More Information Needed]
• Paper [optional]: [More Information Needed]
• Demo [optional]: [More Information Needed]

Uses

Direct Use

[More Information Needed]

Out-of-Scope Use

[More Information Needed]

Dataset Structure

[More Information Needed]

Dataset Creation

Curation Rationale

[More Information Needed]

Source Data

Data Collection and Processing

[More Information Needed]

Who are the source data producers?

[More Information Needed]

Annotations [optional]

Annotation process

[More Information Needed]

Who are the annotators?

[More Information Needed]

Personal and Sensitive Information

[More Information Needed]

Bias, Risks, and Limitations

[More Information Needed]

Recommendations

Users should be made aware of the risks, biases and limitations of the dataset. More information needed for further recommendations.

Citation [optional]

BibTeX:

[More Information Needed]

APA:

[More Information Needed]

Glossary [optional]

[More Information Needed]

More Information [optional]

[More Information Needed]

Dataset Card Authors [optional]

[More Information Needed]

Dataset Card Contact

[More Information Needed]