open-llm-leaderboard/mistralai__Ministral-8B-Instruct-2410-details

Dataset Card for Evaluation run of mistralai/Ministral-8B-Instruct-2410

Dataset automatically created during the evaluation run of model mistralai/Ministral-8B-Instruct-2410 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/mistralai__Ministral-8B-Instruct-2410-details",
    name="mistralai__Ministral-8B-Instruct-2410__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-12-02T04-55-31.554925 (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": {
            "prompt_level_loose_acc,none": 0.5748613678373382,
            "prompt_level_loose_acc_stderr,none": 0.02127403980535566,
            "exact_match,none": 0.0649546827794562,
            "exact_match_stderr,none": 0.006595234286167782,
            "inst_level_loose_acc,none": 0.6798561151079137,
            "inst_level_loose_acc_stderr,none": "N/A",
            "prompt_level_strict_acc,none": 0.5341959334565619,
            "prompt_level_strict_acc_stderr,none": 0.02146619384119694,
            "acc_norm,none": 0.43844856661045534,
            "acc_norm_stderr,none": 0.005333930763139439,
            "acc,none": 0.3291223404255319,
            "acc_stderr,none": 0.004284000204909024,
            "inst_level_strict_acc,none": 0.645083932853717,
            "inst_level_strict_acc_stderr,none": "N/A",
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.47370248220795,
            "acc_norm_stderr,none": 0.006196294480006123,
            "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": 0.5989304812834224,
            "acc_norm_stderr,none": 0.035936978878729785
        },
        "leaderboard_bbh_date_understanding": {
            "alias": "  - leaderboard_bbh_date_understanding",
            "acc_norm,none": 0.428,
            "acc_norm_stderr,none": 0.031355968923772626
        },
        "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": 0.472,
            "acc_norm_stderr,none": 0.031636489531544396
        },
        "leaderboard_bbh_geometric_shapes": {
            "alias": "  - leaderboard_bbh_geometric_shapes",
            "acc_norm,none": 0.484,
            "acc_norm_stderr,none": 0.03166998503010743
        },
        "leaderboard_bbh_hyperbaton": {
            "alias": "  - leaderboard_bbh_hyperbaton",
            "acc_norm,none": 0.684,
            "acc_norm_stderr,none": 0.02946265759857865
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
            "acc_norm,none": 0.384,
            "acc_norm_stderr,none": 0.030821679117375447
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
            "acc_norm,none": 0.392,
            "acc_norm_stderr,none": 0.030938207620401222
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
            "acc_norm,none": 0.668,
            "acc_norm_stderr,none": 0.029844039047465857
        },
        "leaderboard_bbh_movie_recommendation": {
            "alias": "  - leaderboard_bbh_movie_recommendation",
            "acc_norm,none": 0.676,
            "acc_norm_stderr,none": 0.029658294924545567
        },
        "leaderboard_bbh_navigate": {
            "alias": "  - leaderboard_bbh_navigate",
            "acc_norm,none": 0.64,
            "acc_norm_stderr,none": 0.03041876402517494
        },
        "leaderboard_bbh_object_counting": {
            "alias": "  - leaderboard_bbh_object_counting",
            "acc_norm,none": 0.348,
            "acc_norm_stderr,none": 0.030186568464511673
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "alias": "  - leaderboard_bbh_penguins_in_a_table",
            "acc_norm,none": 0.541095890410959,
            "acc_norm_stderr,none": 0.041382249050673094
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
            "acc_norm,none": 0.532,
            "acc_norm_stderr,none": 0.031621252575725574
        },
        "leaderboard_bbh_ruin_names": {
            "alias": "  - leaderboard_bbh_ruin_names",
            "acc_norm,none": 0.528,
            "acc_norm_stderr,none": 0.031636489531544396
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "alias": "  - leaderboard_bbh_salient_translation_error_detection",
            "acc_norm,none": 0.52,
            "acc_norm_stderr,none": 0.03166085340849512
        },
        "leaderboard_bbh_snarks": {
            "alias": "  - leaderboard_bbh_snarks",
            "acc_norm,none": 0.47191011235955055,
            "acc_norm_stderr,none": 0.03752294651708463
        },
        "leaderboard_bbh_sports_understanding": {
            "alias": "  - leaderboard_bbh_sports_understanding",
            "acc_norm,none": 0.66,
            "acc_norm_stderr,none": 0.030020073605457876
        },
        "leaderboard_bbh_temporal_sequences": {
            "alias": "  - leaderboard_bbh_temporal_sequences",
            "acc_norm,none": 0.248,
            "acc_norm_stderr,none": 0.027367497504863593
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
            "acc_norm,none": 0.168,
            "acc_norm_stderr,none": 0.023692813205492536
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
            "acc_norm,none": 0.104,
            "acc_norm_stderr,none": 0.019345100974843932
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
            "acc_norm,none": 0.288,
            "acc_norm_stderr,none": 0.028697004587398253
        },
        "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": 0.28439597315436244,
            "acc_norm_stderr,none": 0.01306459744206317,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "alias": "  - leaderboard_gpqa_diamond",
            "acc_norm,none": 0.23232323232323232,
            "acc_norm_stderr,none": 0.030088629490217445
        },
        "leaderboard_gpqa_extended": {
            "alias": "  - leaderboard_gpqa_extended",
            "acc_norm,none": 0.30036630036630035,
            "acc_norm_stderr,none": 0.019636438043304946
        },
        "leaderboard_gpqa_main": {
            "alias": "  - leaderboard_gpqa_main",
            "acc_norm,none": 0.28794642857142855,
            "acc_norm_stderr,none": 0.021416989369571725
        },
        "leaderboard_ifeval": {
            "alias": " - leaderboard_ifeval",
            "prompt_level_strict_acc,none": 0.5341959334565619,
            "prompt_level_strict_acc_stderr,none": 0.02146619384119694,
            "inst_level_strict_acc,none": 0.645083932853717,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.5748613678373382,
            "prompt_level_loose_acc_stderr,none": 0.021274039805355655,
            "inst_level_loose_acc,none": 0.6798561151079137,
            "inst_level_loose_acc_stderr,none": "N/A"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.0649546827794562,
            "exact_match_stderr,none": 0.006595234286167782,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "alias": "  - leaderboard_math_algebra_hard",
            "exact_match,none": 0.13680781758957655,
            "exact_match_stderr,none": 0.019644839884927132
        },
        "leaderboard_math_counting_and_prob_hard": {
            "alias": "  - leaderboard_math_counting_and_prob_hard",
            "exact_match,none": 0.016260162601626018,
            "exact_match_stderr,none": 0.011450452676925654
        },
        "leaderboard_math_geometry_hard": {
            "alias": "  - leaderboard_math_geometry_hard",
            "exact_match,none": 0.007575757575757576,
            "exact_match_stderr,none": 0.007575757575757577
        },
        "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": 0.01948051948051948,
            "exact_match_stderr,none": 0.011173331005571083
        },
        "leaderboard_math_prealgebra_hard": {
            "alias": "  - leaderboard_math_prealgebra_hard",
            "exact_match,none": 0.14507772020725387,
            "exact_match_stderr,none": 0.025416343096306457
        },
        "leaderboard_math_precalculus_hard": {
            "alias": "  - leaderboard_math_precalculus_hard",
            "exact_match,none": 0.02962962962962963,
            "exact_match_stderr,none": 0.014648038602753809
        },
        "leaderboard_mmlu_pro": {
            "alias": " - leaderboard_mmlu_pro",
            "acc,none": 0.3291223404255319,
            "acc_stderr,none": 0.004284000204909024
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.4126984126984127,
            "acc_norm_stderr,none": 0.017450325696985305,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "alias": "  - leaderboard_musr_murder_mysteries",
            "acc_norm,none": 0.56,
            "acc_norm_stderr,none": 0.03145724452223569
        },
        "leaderboard_musr_object_placements": {
            "alias": "  - leaderboard_musr_object_placements",
            "acc_norm,none": 0.28125,
            "acc_norm_stderr,none": 0.028155620586096754
        },
        "leaderboard_musr_team_allocation": {
            "alias": "  - leaderboard_musr_team_allocation",
            "acc_norm,none": 0.4,
            "acc_norm_stderr,none": 0.031046021028253316
        }
    },
    "leaderboard": {
        "prompt_level_loose_acc,none": 0.5748613678373382,
        "prompt_level_loose_acc_stderr,none": 0.02127403980535566,
        "exact_match,none": 0.0649546827794562,
        "exact_match_stderr,none": 0.006595234286167782,
        "inst_level_loose_acc,none": 0.6798561151079137,
        "inst_level_loose_acc_stderr,none": "N/A",
        "prompt_level_strict_acc,none": 0.5341959334565619,
        "prompt_level_strict_acc_stderr,none": 0.02146619384119694,
        "acc_norm,none": 0.43844856661045534,
        "acc_norm_stderr,none": 0.005333930763139439,
        "acc,none": 0.3291223404255319,
        "acc_stderr,none": 0.004284000204909024,
        "inst_level_strict_acc,none": 0.645083932853717,
        "inst_level_strict_acc_stderr,none": "N/A",
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.47370248220795,
        "acc_norm_stderr,none": 0.006196294480006123,
        "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": 0.5989304812834224,
        "acc_norm_stderr,none": 0.035936978878729785
    },
    "leaderboard_bbh_date_understanding": {
        "alias": "  - leaderboard_bbh_date_understanding",
        "acc_norm,none": 0.428,
        "acc_norm_stderr,none": 0.031355968923772626
    },
    "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": 0.472,
        "acc_norm_stderr,none": 0.031636489531544396
    },
    "leaderboard_bbh_geometric_shapes": {
        "alias": "  - leaderboard_bbh_geometric_shapes",
        "acc_norm,none": 0.484,
        "acc_norm_stderr,none": 0.03166998503010743
    },
    "leaderboard_bbh_hyperbaton": {
        "alias": "  - leaderboard_bbh_hyperbaton",
        "acc_norm,none": 0.684,
        "acc_norm_stderr,none": 0.02946265759857865
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
        "acc_norm,none": 0.384,
        "acc_norm_stderr,none": 0.030821679117375447
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
        "acc_norm,none": 0.392,
        "acc_norm_stderr,none": 0.030938207620401222
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
        "acc_norm,none": 0.668,
        "acc_norm_stderr,none": 0.029844039047465857
    },
    "leaderboard_bbh_movie_recommendation": {
        "alias": "  - leaderboard_bbh_movie_recommendation",
        "acc_norm,none": 0.676,
        "acc_norm_stderr,none": 0.029658294924545567
    },
    "leaderboard_bbh_navigate": {
        "alias": "  - leaderboard_bbh_navigate",
        "acc_norm,none": 0.64,
        "acc_norm_stderr,none": 0.03041876402517494
    },
    "leaderboard_bbh_object_counting": {
        "alias": "  - leaderboard_bbh_object_counting",
        "acc_norm,none": 0.348,
        "acc_norm_stderr,none": 0.030186568464511673
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "alias": "  - leaderboard_bbh_penguins_in_a_table",
        "acc_norm,none": 0.541095890410959,
        "acc_norm_stderr,none": 0.041382249050673094
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
        "acc_norm,none": 0.532,
        "acc_norm_stderr,none": 0.031621252575725574
    },
    "leaderboard_bbh_ruin_names": {
        "alias": "  - leaderboard_bbh_ruin_names",
        "acc_norm,none": 0.528,
        "acc_norm_stderr,none": 0.031636489531544396
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "alias": "  - leaderboard_bbh_salient_translation_error_detection",
        "acc_norm,none": 0.52,
        "acc_norm_stderr,none": 0.03166085340849512
    },
    "leaderboard_bbh_snarks": {
        "alias": "  - leaderboard_bbh_snarks",
        "acc_norm,none": 0.47191011235955055,
        "acc_norm_stderr,none": 0.03752294651708463
    },
    "leaderboard_bbh_sports_understanding": {
        "alias": "  - leaderboard_bbh_sports_understanding",
        "acc_norm,none": 0.66,
        "acc_norm_stderr,none": 0.030020073605457876
    },
    "leaderboard_bbh_temporal_sequences": {
        "alias": "  - leaderboard_bbh_temporal_sequences",
        "acc_norm,none": 0.248,
        "acc_norm_stderr,none": 0.027367497504863593
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
        "acc_norm,none": 0.168,
        "acc_norm_stderr,none": 0.023692813205492536
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
        "acc_norm,none": 0.104,
        "acc_norm_stderr,none": 0.019345100974843932
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
        "acc_norm,none": 0.288,
        "acc_norm_stderr,none": 0.028697004587398253
    },
    "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": 0.28439597315436244,
        "acc_norm_stderr,none": 0.01306459744206317,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "alias": "  - leaderboard_gpqa_diamond",
        "acc_norm,none": 0.23232323232323232,
        "acc_norm_stderr,none": 0.030088629490217445
    },
    "leaderboard_gpqa_extended": {
        "alias": "  - leaderboard_gpqa_extended",
        "acc_norm,none": 0.30036630036630035,
        "acc_norm_stderr,none": 0.019636438043304946
    },
    "leaderboard_gpqa_main": {
        "alias": "  - leaderboard_gpqa_main",
        "acc_norm,none": 0.28794642857142855,
        "acc_norm_stderr,none": 0.021416989369571725
    },
    "leaderboard_ifeval": {
        "alias": " - leaderboard_ifeval",
        "prompt_level_strict_acc,none": 0.5341959334565619,
        "prompt_level_strict_acc_stderr,none": 0.02146619384119694,
        "inst_level_strict_acc,none": 0.645083932853717,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.5748613678373382,
        "prompt_level_loose_acc_stderr,none": 0.021274039805355655,
        "inst_level_loose_acc,none": 0.6798561151079137,
        "inst_level_loose_acc_stderr,none": "N/A"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.0649546827794562,
        "exact_match_stderr,none": 0.006595234286167782,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "alias": "  - leaderboard_math_algebra_hard",
        "exact_match,none": 0.13680781758957655,
        "exact_match_stderr,none": 0.019644839884927132
    },
    "leaderboard_math_counting_and_prob_hard": {
        "alias": "  - leaderboard_math_counting_and_prob_hard",
        "exact_match,none": 0.016260162601626018,
        "exact_match_stderr,none": 0.011450452676925654
    },
    "leaderboard_math_geometry_hard": {
        "alias": "  - leaderboard_math_geometry_hard",
        "exact_match,none": 0.007575757575757576,
        "exact_match_stderr,none": 0.007575757575757577
    },
    "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": 0.01948051948051948,
        "exact_match_stderr,none": 0.011173331005571083
    },
    "leaderboard_math_prealgebra_hard": {
        "alias": "  - leaderboard_math_prealgebra_hard",
        "exact_match,none": 0.14507772020725387,
        "exact_match_stderr,none": 0.025416343096306457
    },
    "leaderboard_math_precalculus_hard": {
        "alias": "  - leaderboard_math_precalculus_hard",
        "exact_match,none": 0.02962962962962963,
        "exact_match_stderr,none": 0.014648038602753809
    },
    "leaderboard_mmlu_pro": {
        "alias": " - leaderboard_mmlu_pro",
        "acc,none": 0.3291223404255319,
        "acc_stderr,none": 0.004284000204909024
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.4126984126984127,
        "acc_norm_stderr,none": 0.017450325696985305,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "alias": "  - leaderboard_musr_murder_mysteries",
        "acc_norm,none": 0.56,
        "acc_norm_stderr,none": 0.03145724452223569
    },
    "leaderboard_musr_object_placements": {
        "alias": "  - leaderboard_musr_object_placements",
        "acc_norm,none": 0.28125,
        "acc_norm_stderr,none": 0.028155620586096754
    },
    "leaderboard_musr_team_allocation": {
        "alias": "  - leaderboard_musr_team_allocation",
        "acc_norm,none": 0.4,
        "acc_norm_stderr,none": 0.031046021028253316
    }
}

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]