open-llm-leaderboard/CohereForAI__aya-expanse-32b-details

Dataset Card for Evaluation run of CohereForAI/aya-expanse-32b

Dataset automatically created during the evaluation run of model CohereForAI/aya-expanse-32b 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__aya-expanse-32b-details",
    name="CohereForAI__aya-expanse-32b__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-10-24T23-13-12.725496 (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": 0.7393715341959335,
            "prompt_level_loose_acc_stderr,none": 0.018890584986760186,
            "acc_norm,none": 0.5088857179919575,
            "acc_norm_stderr,none": 0.005274508419913299,
            "inst_level_strict_acc,none": 0.7745803357314148,
            "inst_level_strict_acc_stderr,none": "N/A",
            "inst_level_loose_acc,none": 0.8177458033573142,
            "inst_level_loose_acc_stderr,none": "N/A",
            "exact_match,none": 0.1336858006042296,
            "exact_match_stderr,none": 0.009047301592931345,
            "acc,none": 0.41298204787234044,
            "acc_stderr,none": 0.004488905004704462,
            "prompt_level_strict_acc,none": 0.6857670979667283,
            "prompt_level_strict_acc_stderr,none": 0.019976402065150656,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.5629231036278424,
            "acc_norm_stderr,none": 0.006065539749984983,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "acc_norm,none": 0.808,
            "acc_norm_stderr,none": 0.02496069198917196,
            "alias": "  - leaderboard_bbh_boolean_expressions"
        },
        "leaderboard_bbh_causal_judgement": {
            "acc_norm,none": 0.6631016042780749,
            "acc_norm_stderr,none": 0.03465636737116503,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.592,
            "acc_norm_stderr,none": 0.03114520984654851,
            "alias": "  - leaderboard_bbh_date_understanding"
        },
        "leaderboard_bbh_disambiguation_qa": {
            "acc_norm,none": 0.7,
            "acc_norm_stderr,none": 0.029040893477575786,
            "alias": "  - leaderboard_bbh_disambiguation_qa"
        },
        "leaderboard_bbh_formal_fallacies": {
            "acc_norm,none": 0.616,
            "acc_norm_stderr,none": 0.030821679117375447,
            "alias": "  - leaderboard_bbh_formal_fallacies"
        },
        "leaderboard_bbh_geometric_shapes": {
            "acc_norm,none": 0.492,
            "acc_norm_stderr,none": 0.03168215643141386,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.656,
            "acc_norm_stderr,none": 0.03010450339231644,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.444,
            "acc_norm_stderr,none": 0.03148684942554571,
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "acc_norm,none": 0.396,
            "acc_norm_stderr,none": 0.030993197854577898,
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "acc_norm,none": 0.736,
            "acc_norm_stderr,none": 0.027934518957690866,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.688,
            "acc_norm_stderr,none": 0.029361067575219852,
            "alias": "  - leaderboard_bbh_movie_recommendation"
        },
        "leaderboard_bbh_navigate": {
            "acc_norm,none": 0.676,
            "acc_norm_stderr,none": 0.029658294924545567,
            "alias": "  - leaderboard_bbh_navigate"
        },
        "leaderboard_bbh_object_counting": {
            "acc_norm,none": 0.372,
            "acc_norm_stderr,none": 0.03063032594455827,
            "alias": "  - leaderboard_bbh_object_counting"
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "acc_norm,none": 0.5684931506849316,
            "acc_norm_stderr,none": 0.041131302645371945,
            "alias": "  - leaderboard_bbh_penguins_in_a_table"
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "acc_norm,none": 0.624,
            "acc_norm_stderr,none": 0.03069633626739458,
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
        },
        "leaderboard_bbh_ruin_names": {
            "acc_norm,none": 0.772,
            "acc_norm_stderr,none": 0.026587432487268498,
            "alias": "  - leaderboard_bbh_ruin_names"
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "acc_norm,none": 0.564,
            "acc_norm_stderr,none": 0.03142556706028136,
            "alias": "  - leaderboard_bbh_salient_translation_error_detection"
        },
        "leaderboard_bbh_snarks": {
            "acc_norm,none": 0.6292134831460674,
            "acc_norm_stderr,none": 0.03630566062020178,
            "alias": "  - leaderboard_bbh_snarks"
        },
        "leaderboard_bbh_sports_understanding": {
            "acc_norm,none": 0.84,
            "acc_norm_stderr,none": 0.023232714782060626,
            "alias": "  - leaderboard_bbh_sports_understanding"
        },
        "leaderboard_bbh_temporal_sequences": {
            "acc_norm,none": 0.68,
            "acc_norm_stderr,none": 0.02956172495524098,
            "alias": "  - leaderboard_bbh_temporal_sequences"
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "acc_norm,none": 0.172,
            "acc_norm_stderr,none": 0.02391551394448624,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "acc_norm,none": 0.148,
            "acc_norm_stderr,none": 0.022503547243806186,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "acc_norm,none": 0.268,
            "acc_norm_stderr,none": 0.02806876238252672,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
        },
        "leaderboard_bbh_web_of_lies": {
            "acc_norm,none": 0.452,
            "acc_norm_stderr,none": 0.03153986449255664,
            "alias": "  - leaderboard_bbh_web_of_lies"
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.32550335570469796,
            "acc_norm_stderr,none": 0.01357067570392292,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "acc_norm,none": 0.3383838383838384,
            "acc_norm_stderr,none": 0.033711241426263,
            "alias": "  - leaderboard_gpqa_diamond"
        },
        "leaderboard_gpqa_extended": {
            "acc_norm,none": 0.34615384615384615,
            "acc_norm_stderr,none": 0.020378589274523313,
            "alias": "  - leaderboard_gpqa_extended"
        },
        "leaderboard_gpqa_main": {
            "acc_norm,none": 0.29464285714285715,
            "acc_norm_stderr,none": 0.021562481080109767,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.6857670979667283,
            "prompt_level_strict_acc_stderr,none": 0.019976402065150656,
            "inst_level_strict_acc,none": 0.7745803357314148,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.7393715341959335,
            "prompt_level_loose_acc_stderr,none": 0.018890584986760186,
            "inst_level_loose_acc,none": 0.8177458033573142,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": " - leaderboard_ifeval"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.1336858006042296,
            "exact_match_stderr,none": 0.009047301592931345,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "exact_match,none": 0.1986970684039088,
            "exact_match_stderr,none": 0.022810425277602825,
            "alias": "  - leaderboard_math_algebra_hard"
        },
        "leaderboard_math_counting_and_prob_hard": {
            "exact_match,none": 0.12195121951219512,
            "exact_match_stderr,none": 0.029625963299228633,
            "alias": "  - leaderboard_math_counting_and_prob_hard"
        },
        "leaderboard_math_geometry_hard": {
            "exact_match,none": 0.045454545454545456,
            "exact_match_stderr,none": 0.018199158975632696,
            "alias": "  - leaderboard_math_geometry_hard"
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "exact_match,none": 0.04642857142857143,
            "exact_match_stderr,none": 0.012597001290725617,
            "alias": "  - leaderboard_math_intermediate_algebra_hard"
        },
        "leaderboard_math_num_theory_hard": {
            "exact_match,none": 0.12337662337662338,
            "exact_match_stderr,none": 0.026587484423674337,
            "alias": "  - leaderboard_math_num_theory_hard"
        },
        "leaderboard_math_prealgebra_hard": {
            "exact_match,none": 0.29533678756476683,
            "exact_match_stderr,none": 0.032922966391551386,
            "alias": "  - leaderboard_math_prealgebra_hard"
        },
        "leaderboard_math_precalculus_hard": {
            "exact_match,none": 0.044444444444444446,
            "exact_match_stderr,none": 0.01780263602032457,
            "alias": "  - leaderboard_math_precalculus_hard"
        },
        "leaderboard_mmlu_pro": {
            "acc,none": 0.41298204787234044,
            "acc_stderr,none": 0.004488905004704462,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.3862433862433862,
            "acc_norm_stderr,none": 0.017278061334726844,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "acc_norm,none": 0.528,
            "acc_norm_stderr,none": 0.031636489531544396,
            "alias": "  - leaderboard_musr_murder_mysteries"
        },
        "leaderboard_musr_object_placements": {
            "acc_norm,none": 0.2578125,
            "acc_norm_stderr,none": 0.027392944192695272,
            "alias": "  - leaderboard_musr_object_placements"
        },
        "leaderboard_musr_team_allocation": {
            "acc_norm,none": 0.376,
            "acc_norm_stderr,none": 0.03069633626739458,
            "alias": "  - leaderboard_musr_team_allocation"
        }
    },
    "leaderboard": {
        "prompt_level_loose_acc,none": 0.7393715341959335,
        "prompt_level_loose_acc_stderr,none": 0.018890584986760186,
        "acc_norm,none": 0.5088857179919575,
        "acc_norm_stderr,none": 0.005274508419913299,
        "inst_level_strict_acc,none": 0.7745803357314148,
        "inst_level_strict_acc_stderr,none": "N/A",
        "inst_level_loose_acc,none": 0.8177458033573142,
        "inst_level_loose_acc_stderr,none": "N/A",
        "exact_match,none": 0.1336858006042296,
        "exact_match_stderr,none": 0.009047301592931345,
        "acc,none": 0.41298204787234044,
        "acc_stderr,none": 0.004488905004704462,
        "prompt_level_strict_acc,none": 0.6857670979667283,
        "prompt_level_strict_acc_stderr,none": 0.019976402065150656,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.5629231036278424,
        "acc_norm_stderr,none": 0.006065539749984983,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "acc_norm,none": 0.808,
        "acc_norm_stderr,none": 0.02496069198917196,
        "alias": "  - leaderboard_bbh_boolean_expressions"
    },
    "leaderboard_bbh_causal_judgement": {
        "acc_norm,none": 0.6631016042780749,
        "acc_norm_stderr,none": 0.03465636737116503,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.592,
        "acc_norm_stderr,none": 0.03114520984654851,
        "alias": "  - leaderboard_bbh_date_understanding"
    },
    "leaderboard_bbh_disambiguation_qa": {
        "acc_norm,none": 0.7,
        "acc_norm_stderr,none": 0.029040893477575786,
        "alias": "  - leaderboard_bbh_disambiguation_qa"
    },
    "leaderboard_bbh_formal_fallacies": {
        "acc_norm,none": 0.616,
        "acc_norm_stderr,none": 0.030821679117375447,
        "alias": "  - leaderboard_bbh_formal_fallacies"
    },
    "leaderboard_bbh_geometric_shapes": {
        "acc_norm,none": 0.492,
        "acc_norm_stderr,none": 0.03168215643141386,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.656,
        "acc_norm_stderr,none": 0.03010450339231644,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.444,
        "acc_norm_stderr,none": 0.03148684942554571,
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "acc_norm,none": 0.396,
        "acc_norm_stderr,none": 0.030993197854577898,
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "acc_norm,none": 0.736,
        "acc_norm_stderr,none": 0.027934518957690866,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.688,
        "acc_norm_stderr,none": 0.029361067575219852,
        "alias": "  - leaderboard_bbh_movie_recommendation"
    },
    "leaderboard_bbh_navigate": {
        "acc_norm,none": 0.676,
        "acc_norm_stderr,none": 0.029658294924545567,
        "alias": "  - leaderboard_bbh_navigate"
    },
    "leaderboard_bbh_object_counting": {
        "acc_norm,none": 0.372,
        "acc_norm_stderr,none": 0.03063032594455827,
        "alias": "  - leaderboard_bbh_object_counting"
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "acc_norm,none": 0.5684931506849316,
        "acc_norm_stderr,none": 0.041131302645371945,
        "alias": "  - leaderboard_bbh_penguins_in_a_table"
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "acc_norm,none": 0.624,
        "acc_norm_stderr,none": 0.03069633626739458,
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
    },
    "leaderboard_bbh_ruin_names": {
        "acc_norm,none": 0.772,
        "acc_norm_stderr,none": 0.026587432487268498,
        "alias": "  - leaderboard_bbh_ruin_names"
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "acc_norm,none": 0.564,
        "acc_norm_stderr,none": 0.03142556706028136,
        "alias": "  - leaderboard_bbh_salient_translation_error_detection"
    },
    "leaderboard_bbh_snarks": {
        "acc_norm,none": 0.6292134831460674,
        "acc_norm_stderr,none": 0.03630566062020178,
        "alias": "  - leaderboard_bbh_snarks"
    },
    "leaderboard_bbh_sports_understanding": {
        "acc_norm,none": 0.84,
        "acc_norm_stderr,none": 0.023232714782060626,
        "alias": "  - leaderboard_bbh_sports_understanding"
    },
    "leaderboard_bbh_temporal_sequences": {
        "acc_norm,none": 0.68,
        "acc_norm_stderr,none": 0.02956172495524098,
        "alias": "  - leaderboard_bbh_temporal_sequences"
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "acc_norm,none": 0.172,
        "acc_norm_stderr,none": 0.02391551394448624,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "acc_norm,none": 0.148,
        "acc_norm_stderr,none": 0.022503547243806186,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "acc_norm,none": 0.268,
        "acc_norm_stderr,none": 0.02806876238252672,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
    },
    "leaderboard_bbh_web_of_lies": {
        "acc_norm,none": 0.452,
        "acc_norm_stderr,none": 0.03153986449255664,
        "alias": "  - leaderboard_bbh_web_of_lies"
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.32550335570469796,
        "acc_norm_stderr,none": 0.01357067570392292,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "acc_norm,none": 0.3383838383838384,
        "acc_norm_stderr,none": 0.033711241426263,
        "alias": "  - leaderboard_gpqa_diamond"
    },
    "leaderboard_gpqa_extended": {
        "acc_norm,none": 0.34615384615384615,
        "acc_norm_stderr,none": 0.020378589274523313,
        "alias": "  - leaderboard_gpqa_extended"
    },
    "leaderboard_gpqa_main": {
        "acc_norm,none": 0.29464285714285715,
        "acc_norm_stderr,none": 0.021562481080109767,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.6857670979667283,
        "prompt_level_strict_acc_stderr,none": 0.019976402065150656,
        "inst_level_strict_acc,none": 0.7745803357314148,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.7393715341959335,
        "prompt_level_loose_acc_stderr,none": 0.018890584986760186,
        "inst_level_loose_acc,none": 0.8177458033573142,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": " - leaderboard_ifeval"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.1336858006042296,
        "exact_match_stderr,none": 0.009047301592931345,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "exact_match,none": 0.1986970684039088,
        "exact_match_stderr,none": 0.022810425277602825,
        "alias": "  - leaderboard_math_algebra_hard"
    },
    "leaderboard_math_counting_and_prob_hard": {
        "exact_match,none": 0.12195121951219512,
        "exact_match_stderr,none": 0.029625963299228633,
        "alias": "  - leaderboard_math_counting_and_prob_hard"
    },
    "leaderboard_math_geometry_hard": {
        "exact_match,none": 0.045454545454545456,
        "exact_match_stderr,none": 0.018199158975632696,
        "alias": "  - leaderboard_math_geometry_hard"
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "exact_match,none": 0.04642857142857143,
        "exact_match_stderr,none": 0.012597001290725617,
        "alias": "  - leaderboard_math_intermediate_algebra_hard"
    },
    "leaderboard_math_num_theory_hard": {
        "exact_match,none": 0.12337662337662338,
        "exact_match_stderr,none": 0.026587484423674337,
        "alias": "  - leaderboard_math_num_theory_hard"
    },
    "leaderboard_math_prealgebra_hard": {
        "exact_match,none": 0.29533678756476683,
        "exact_match_stderr,none": 0.032922966391551386,
        "alias": "  - leaderboard_math_prealgebra_hard"
    },
    "leaderboard_math_precalculus_hard": {
        "exact_match,none": 0.044444444444444446,
        "exact_match_stderr,none": 0.01780263602032457,
        "alias": "  - leaderboard_math_precalculus_hard"
    },
    "leaderboard_mmlu_pro": {
        "acc,none": 0.41298204787234044,
        "acc_stderr,none": 0.004488905004704462,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.3862433862433862,
        "acc_norm_stderr,none": 0.017278061334726844,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "acc_norm,none": 0.528,
        "acc_norm_stderr,none": 0.031636489531544396,
        "alias": "  - leaderboard_musr_murder_mysteries"
    },
    "leaderboard_musr_object_placements": {
        "acc_norm,none": 0.2578125,
        "acc_norm_stderr,none": 0.027392944192695272,
        "alias": "  - leaderboard_musr_object_placements"
    },
    "leaderboard_musr_team_allocation": {
        "acc_norm,none": 0.376,
        "acc_norm_stderr,none": 0.03069633626739458,
        "alias": "  - leaderboard_musr_team_allocation"
    }
}

Dataset Details

Dataset Description

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