open-llm-leaderboard/CohereForAI__c4ai-command-r7b-12-2024-details

Dataset Card for Evaluation run of CohereForAI/c4ai-command-r7b-12-2024

Dataset automatically created during the evaluation run of model CohereForAI/c4ai-command-r7b-12-2024 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/CohereForAI__c4ai-command-r7b-12-2024-details",
    name="CohereForAI__c4ai-command-r7b-12-2024__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-12-20T13-37-10.543380 (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": {
            "acc_norm,none": 0.4986379556362693,
            "acc_norm_stderr,none": 0.005345284538233562,
            "acc,none": 0.3572140957446808,
            "acc_stderr,none": 0.004368643469158091,
            "prompt_level_strict_acc,none": 0.7356746765249538,
            "prompt_level_strict_acc_stderr,none": 0.018976469193346637,
            "inst_level_loose_acc,none": 0.8285371702637889,
            "inst_level_loose_acc_stderr,none": "N/A",
            "inst_level_strict_acc,none": 0.8069544364508393,
            "inst_level_strict_acc_stderr,none": "N/A",
            "exact_match,none": 0.26661631419939574,
            "exact_match_stderr,none": 0.011388819802799741,
            "prompt_level_loose_acc,none": 0.756007393715342,
            "prompt_level_loose_acc_stderr,none": 0.018482234430967893,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.549383787536886,
            "acc_norm_stderr,none": 0.006182280188160449,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "alias": "  - leaderboard_bbh_boolean_expressions",
            "acc_norm,none": 0.784,
            "acc_norm_stderr,none": 0.02607865766373279
        },
        "leaderboard_bbh_causal_judgement": {
            "alias": "  - leaderboard_bbh_causal_judgement",
            "acc_norm,none": 0.6363636363636364,
            "acc_norm_stderr,none": 0.03527198153014412
        },
        "leaderboard_bbh_date_understanding": {
            "alias": "  - leaderboard_bbh_date_understanding",
            "acc_norm,none": 0.444,
            "acc_norm_stderr,none": 0.03148684942554571
        },
        "leaderboard_bbh_disambiguation_qa": {
            "alias": "  - leaderboard_bbh_disambiguation_qa",
            "acc_norm,none": 0.676,
            "acc_norm_stderr,none": 0.029658294924545567
        },
        "leaderboard_bbh_formal_fallacies": {
            "alias": "  - leaderboard_bbh_formal_fallacies",
            "acc_norm,none": 0.64,
            "acc_norm_stderr,none": 0.03041876402517494
        },
        "leaderboard_bbh_geometric_shapes": {
            "alias": "  - leaderboard_bbh_geometric_shapes",
            "acc_norm,none": 0.452,
            "acc_norm_stderr,none": 0.03153986449255664
        },
        "leaderboard_bbh_hyperbaton": {
            "alias": "  - leaderboard_bbh_hyperbaton",
            "acc_norm,none": 0.784,
            "acc_norm_stderr,none": 0.02607865766373279
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
            "acc_norm,none": 0.524,
            "acc_norm_stderr,none": 0.03164968895968774
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
            "acc_norm,none": 0.52,
            "acc_norm_stderr,none": 0.03166085340849512
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
            "acc_norm,none": 0.704,
            "acc_norm_stderr,none": 0.028928939388379697
        },
        "leaderboard_bbh_movie_recommendation": {
            "alias": "  - leaderboard_bbh_movie_recommendation",
            "acc_norm,none": 0.544,
            "acc_norm_stderr,none": 0.031563285061213475
        },
        "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": 0.408,
            "acc_norm_stderr,none": 0.031145209846548512
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "alias": "  - leaderboard_bbh_penguins_in_a_table",
            "acc_norm,none": 0.5,
            "acc_norm_stderr,none": 0.041522739926869986
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
            "acc_norm,none": 0.664,
            "acc_norm_stderr,none": 0.029933259094191533
        },
        "leaderboard_bbh_ruin_names": {
            "alias": "  - leaderboard_bbh_ruin_names",
            "acc_norm,none": 0.76,
            "acc_norm_stderr,none": 0.027065293652238982
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "alias": "  - leaderboard_bbh_salient_translation_error_detection",
            "acc_norm,none": 0.512,
            "acc_norm_stderr,none": 0.03167708558254714
        },
        "leaderboard_bbh_snarks": {
            "alias": "  - leaderboard_bbh_snarks",
            "acc_norm,none": 0.6179775280898876,
            "acc_norm_stderr,none": 0.03652112637307604
        },
        "leaderboard_bbh_sports_understanding": {
            "alias": "  - leaderboard_bbh_sports_understanding",
            "acc_norm,none": 0.72,
            "acc_norm_stderr,none": 0.02845414827783231
        },
        "leaderboard_bbh_temporal_sequences": {
            "alias": "  - leaderboard_bbh_temporal_sequences",
            "acc_norm,none": 0.576,
            "acc_norm_stderr,none": 0.03131803437491622
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
            "acc_norm,none": 0.16,
            "acc_norm_stderr,none": 0.023232714782060626
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
            "acc_norm,none": 0.16,
            "acc_norm_stderr,none": 0.023232714782060626
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
            "acc_norm,none": 0.344,
            "acc_norm_stderr,none": 0.03010450339231644
        },
        "leaderboard_bbh_web_of_lies": {
            "alias": "  - leaderboard_bbh_web_of_lies",
            "acc_norm,none": 0.48,
            "acc_norm_stderr,none": 0.03166085340849512
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.3087248322147651,
            "acc_norm_stderr,none": 0.013393643201015675,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "alias": "  - leaderboard_gpqa_diamond",
            "acc_norm,none": 0.3282828282828283,
            "acc_norm_stderr,none": 0.03345678422756777
        },
        "leaderboard_gpqa_extended": {
            "alias": "  - leaderboard_gpqa_extended",
            "acc_norm,none": 0.31135531135531136,
            "acc_norm_stderr,none": 0.019834784635900788
        },
        "leaderboard_gpqa_main": {
            "alias": "  - leaderboard_gpqa_main",
            "acc_norm,none": 0.296875,
            "acc_norm_stderr,none": 0.021609729061250887
        },
        "leaderboard_ifeval": {
            "alias": " - leaderboard_ifeval",
            "prompt_level_strict_acc,none": 0.7356746765249538,
            "prompt_level_strict_acc_stderr,none": 0.018976469193346637,
            "inst_level_strict_acc,none": 0.8069544364508393,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.756007393715342,
            "prompt_level_loose_acc_stderr,none": 0.018482234430967897,
            "inst_level_loose_acc,none": 0.8285371702637889,
            "inst_level_loose_acc_stderr,none": "N/A"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.26661631419939574,
            "exact_match_stderr,none": 0.011388819802799741,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "alias": "  - leaderboard_math_algebra_hard",
            "exact_match,none": 0.49185667752442996,
            "exact_match_stderr,none": 0.02857930637036707
        },
        "leaderboard_math_counting_and_prob_hard": {
            "alias": "  - leaderboard_math_counting_and_prob_hard",
            "exact_match,none": 0.22764227642276422,
            "exact_match_stderr,none": 0.03796258624175266
        },
        "leaderboard_math_geometry_hard": {
            "alias": "  - leaderboard_math_geometry_hard",
            "exact_match,none": 0.18181818181818182,
            "exact_match_stderr,none": 0.03369829435719357
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "alias": "  - leaderboard_math_intermediate_algebra_hard",
            "exact_match,none": 0.09285714285714286,
            "exact_match_stderr,none": 0.01737574359591369
        },
        "leaderboard_math_num_theory_hard": {
            "alias": "  - leaderboard_math_num_theory_hard",
            "exact_match,none": 0.23376623376623376,
            "exact_match_stderr,none": 0.034215730598256215
        },
        "leaderboard_math_prealgebra_hard": {
            "alias": "  - leaderboard_math_prealgebra_hard",
            "exact_match,none": 0.39378238341968913,
            "exact_match_stderr,none": 0.03526077095548238
        },
        "leaderboard_math_precalculus_hard": {
            "alias": "  - leaderboard_math_precalculus_hard",
            "exact_match,none": 0.08888888888888889,
            "exact_match_stderr,none": 0.02458425268352428
        },
        "leaderboard_mmlu_pro": {
            "alias": " - leaderboard_mmlu_pro",
            "acc,none": 0.3572140957446808,
            "acc_stderr,none": 0.004368643469158091
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.4113756613756614,
            "acc_norm_stderr,none": 0.01747910952886546,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "alias": "  - leaderboard_musr_murder_mysteries",
            "acc_norm,none": 0.536,
            "acc_norm_stderr,none": 0.031603975145223735
        },
        "leaderboard_musr_object_placements": {
            "alias": "  - leaderboard_musr_object_placements",
            "acc_norm,none": 0.26953125,
            "acc_norm_stderr,none": 0.02778659256840428
        },
        "leaderboard_musr_team_allocation": {
            "alias": "  - leaderboard_musr_team_allocation",
            "acc_norm,none": 0.432,
            "acc_norm_stderr,none": 0.03139181076542942
        }
    },
    "leaderboard": {
        "acc_norm,none": 0.4986379556362693,
        "acc_norm_stderr,none": 0.005345284538233562,
        "acc,none": 0.3572140957446808,
        "acc_stderr,none": 0.004368643469158091,
        "prompt_level_strict_acc,none": 0.7356746765249538,
        "prompt_level_strict_acc_stderr,none": 0.018976469193346637,
        "inst_level_loose_acc,none": 0.8285371702637889,
        "inst_level_loose_acc_stderr,none": "N/A",
        "inst_level_strict_acc,none": 0.8069544364508393,
        "inst_level_strict_acc_stderr,none": "N/A",
        "exact_match,none": 0.26661631419939574,
        "exact_match_stderr,none": 0.011388819802799741,
        "prompt_level_loose_acc,none": 0.756007393715342,
        "prompt_level_loose_acc_stderr,none": 0.018482234430967893,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.549383787536886,
        "acc_norm_stderr,none": 0.006182280188160449,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "alias": "  - leaderboard_bbh_boolean_expressions",
        "acc_norm,none": 0.784,
        "acc_norm_stderr,none": 0.02607865766373279
    },
    "leaderboard_bbh_causal_judgement": {
        "alias": "  - leaderboard_bbh_causal_judgement",
        "acc_norm,none": 0.6363636363636364,
        "acc_norm_stderr,none": 0.03527198153014412
    },
    "leaderboard_bbh_date_understanding": {
        "alias": "  - leaderboard_bbh_date_understanding",
        "acc_norm,none": 0.444,
        "acc_norm_stderr,none": 0.03148684942554571
    },
    "leaderboard_bbh_disambiguation_qa": {
        "alias": "  - leaderboard_bbh_disambiguation_qa",
        "acc_norm,none": 0.676,
        "acc_norm_stderr,none": 0.029658294924545567
    },
    "leaderboard_bbh_formal_fallacies": {
        "alias": "  - leaderboard_bbh_formal_fallacies",
        "acc_norm,none": 0.64,
        "acc_norm_stderr,none": 0.03041876402517494
    },
    "leaderboard_bbh_geometric_shapes": {
        "alias": "  - leaderboard_bbh_geometric_shapes",
        "acc_norm,none": 0.452,
        "acc_norm_stderr,none": 0.03153986449255664
    },
    "leaderboard_bbh_hyperbaton": {
        "alias": "  - leaderboard_bbh_hyperbaton",
        "acc_norm,none": 0.784,
        "acc_norm_stderr,none": 0.02607865766373279
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
        "acc_norm,none": 0.524,
        "acc_norm_stderr,none": 0.03164968895968774
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
        "acc_norm,none": 0.52,
        "acc_norm_stderr,none": 0.03166085340849512
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
        "acc_norm,none": 0.704,
        "acc_norm_stderr,none": 0.028928939388379697
    },
    "leaderboard_bbh_movie_recommendation": {
        "alias": "  - leaderboard_bbh_movie_recommendation",
        "acc_norm,none": 0.544,
        "acc_norm_stderr,none": 0.031563285061213475
    },
    "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": 0.408,
        "acc_norm_stderr,none": 0.031145209846548512
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "alias": "  - leaderboard_bbh_penguins_in_a_table",
        "acc_norm,none": 0.5,
        "acc_norm_stderr,none": 0.041522739926869986
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
        "acc_norm,none": 0.664,
        "acc_norm_stderr,none": 0.029933259094191533
    },
    "leaderboard_bbh_ruin_names": {
        "alias": "  - leaderboard_bbh_ruin_names",
        "acc_norm,none": 0.76,
        "acc_norm_stderr,none": 0.027065293652238982
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "alias": "  - leaderboard_bbh_salient_translation_error_detection",
        "acc_norm,none": 0.512,
        "acc_norm_stderr,none": 0.03167708558254714
    },
    "leaderboard_bbh_snarks": {
        "alias": "  - leaderboard_bbh_snarks",
        "acc_norm,none": 0.6179775280898876,
        "acc_norm_stderr,none": 0.03652112637307604
    },
    "leaderboard_bbh_sports_understanding": {
        "alias": "  - leaderboard_bbh_sports_understanding",
        "acc_norm,none": 0.72,
        "acc_norm_stderr,none": 0.02845414827783231
    },
    "leaderboard_bbh_temporal_sequences": {
        "alias": "  - leaderboard_bbh_temporal_sequences",
        "acc_norm,none": 0.576,
        "acc_norm_stderr,none": 0.03131803437491622
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
        "acc_norm,none": 0.16,
        "acc_norm_stderr,none": 0.023232714782060626
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
        "acc_norm,none": 0.16,
        "acc_norm_stderr,none": 0.023232714782060626
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
        "acc_norm,none": 0.344,
        "acc_norm_stderr,none": 0.03010450339231644
    },
    "leaderboard_bbh_web_of_lies": {
        "alias": "  - leaderboard_bbh_web_of_lies",
        "acc_norm,none": 0.48,
        "acc_norm_stderr,none": 0.03166085340849512
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.3087248322147651,
        "acc_norm_stderr,none": 0.013393643201015675,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "alias": "  - leaderboard_gpqa_diamond",
        "acc_norm,none": 0.3282828282828283,
        "acc_norm_stderr,none": 0.03345678422756777
    },
    "leaderboard_gpqa_extended": {
        "alias": "  - leaderboard_gpqa_extended",
        "acc_norm,none": 0.31135531135531136,
        "acc_norm_stderr,none": 0.019834784635900788
    },
    "leaderboard_gpqa_main": {
        "alias": "  - leaderboard_gpqa_main",
        "acc_norm,none": 0.296875,
        "acc_norm_stderr,none": 0.021609729061250887
    },
    "leaderboard_ifeval": {
        "alias": " - leaderboard_ifeval",
        "prompt_level_strict_acc,none": 0.7356746765249538,
        "prompt_level_strict_acc_stderr,none": 0.018976469193346637,
        "inst_level_strict_acc,none": 0.8069544364508393,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.756007393715342,
        "prompt_level_loose_acc_stderr,none": 0.018482234430967897,
        "inst_level_loose_acc,none": 0.8285371702637889,
        "inst_level_loose_acc_stderr,none": "N/A"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.26661631419939574,
        "exact_match_stderr,none": 0.011388819802799741,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "alias": "  - leaderboard_math_algebra_hard",
        "exact_match,none": 0.49185667752442996,
        "exact_match_stderr,none": 0.02857930637036707
    },
    "leaderboard_math_counting_and_prob_hard": {
        "alias": "  - leaderboard_math_counting_and_prob_hard",
        "exact_match,none": 0.22764227642276422,
        "exact_match_stderr,none": 0.03796258624175266
    },
    "leaderboard_math_geometry_hard": {
        "alias": "  - leaderboard_math_geometry_hard",
        "exact_match,none": 0.18181818181818182,
        "exact_match_stderr,none": 0.03369829435719357
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "alias": "  - leaderboard_math_intermediate_algebra_hard",
        "exact_match,none": 0.09285714285714286,
        "exact_match_stderr,none": 0.01737574359591369
    },
    "leaderboard_math_num_theory_hard": {
        "alias": "  - leaderboard_math_num_theory_hard",
        "exact_match,none": 0.23376623376623376,
        "exact_match_stderr,none": 0.034215730598256215
    },
    "leaderboard_math_prealgebra_hard": {
        "alias": "  - leaderboard_math_prealgebra_hard",
        "exact_match,none": 0.39378238341968913,
        "exact_match_stderr,none": 0.03526077095548238
    },
    "leaderboard_math_precalculus_hard": {
        "alias": "  - leaderboard_math_precalculus_hard",
        "exact_match,none": 0.08888888888888889,
        "exact_match_stderr,none": 0.02458425268352428
    },
    "leaderboard_mmlu_pro": {
        "alias": " - leaderboard_mmlu_pro",
        "acc,none": 0.3572140957446808,
        "acc_stderr,none": 0.004368643469158091
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.4113756613756614,
        "acc_norm_stderr,none": 0.01747910952886546,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "alias": "  - leaderboard_musr_murder_mysteries",
        "acc_norm,none": 0.536,
        "acc_norm_stderr,none": 0.031603975145223735
    },
    "leaderboard_musr_object_placements": {
        "alias": "  - leaderboard_musr_object_placements",
        "acc_norm,none": 0.26953125,
        "acc_norm_stderr,none": 0.02778659256840428
    },
    "leaderboard_musr_team_allocation": {
        "alias": "  - leaderboard_musr_team_allocation",
        "acc_norm,none": 0.432,
        "acc_norm_stderr,none": 0.03139181076542942
    }
}

Dataset Details

Dataset Description

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