open-llm-leaderboard/xkp24__Llama-3-8B-Instruct-SPPO-Iter2_bt_2b-table-details

Dataset Card for Evaluation run of xkp24/Llama-3-8B-Instruct-SPPO-Iter2_bt_2b-table

Dataset automatically created during the evaluation run of model xkp24/Llama-3-8B-Instruct-SPPO-Iter2_bt_2b-table 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/xkp24__Llama-3-8B-Instruct-SPPO-Iter2_bt_2b-table-details",
    name="xkp24__Llama-3-8B-Instruct-SPPO-Iter2_bt_2b-table__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-10-02T02-30-14.856368 (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_strict_acc,none": 0.5914972273567468,
            "prompt_level_strict_acc_stderr,none": 0.02115324409872036,
            "acc_norm,none": 0.4436373070437151,
            "acc_norm_stderr,none": 0.0053429418938527136,
            "prompt_level_loose_acc,none": 0.7282809611829945,
            "prompt_level_loose_acc_stderr,none": 0.019143116099594022,
            "exact_match,none": 0.06117824773413897,
            "exact_match_stderr,none": 0.0065187910301074395,
            "inst_level_strict_acc,none": 0.6834532374100719,
            "inst_level_strict_acc_stderr,none": "N/A",
            "inst_level_loose_acc,none": 0.7997601918465228,
            "inst_level_loose_acc_stderr,none": "N/A",
            "acc,none": 0.3686003989361702,
            "acc_stderr,none": 0.004398242680712256,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.49001909390730775,
            "acc_norm_stderr,none": 0.006251684670501447,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "acc_norm,none": 0.796,
            "acc_norm_stderr,none": 0.025537121574548145,
            "alias": "  - leaderboard_bbh_boolean_expressions"
        },
        "leaderboard_bbh_causal_judgement": {
            "acc_norm,none": 0.5882352941176471,
            "acc_norm_stderr,none": 0.03608640563085621,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.464,
            "acc_norm_stderr,none": 0.03160397514522373,
            "alias": "  - leaderboard_bbh_date_understanding"
        },
        "leaderboard_bbh_disambiguation_qa": {
            "acc_norm,none": 0.608,
            "acc_norm_stderr,none": 0.0309382076204012,
            "alias": "  - leaderboard_bbh_disambiguation_qa"
        },
        "leaderboard_bbh_formal_fallacies": {
            "acc_norm,none": 0.564,
            "acc_norm_stderr,none": 0.03142556706028128,
            "alias": "  - leaderboard_bbh_formal_fallacies"
        },
        "leaderboard_bbh_geometric_shapes": {
            "acc_norm,none": 0.324,
            "acc_norm_stderr,none": 0.02965829492454557,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.604,
            "acc_norm_stderr,none": 0.030993197854577853,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.376,
            "acc_norm_stderr,none": 0.030696336267394583,
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "acc_norm,none": 0.448,
            "acc_norm_stderr,none": 0.03151438761115355,
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "acc_norm,none": 0.556,
            "acc_norm_stderr,none": 0.031486849425545735,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.508,
            "acc_norm_stderr,none": 0.0316821564314138,
            "alias": "  - leaderboard_bbh_movie_recommendation"
        },
        "leaderboard_bbh_navigate": {
            "acc_norm,none": 0.528,
            "acc_norm_stderr,none": 0.031636489531544396,
            "alias": "  - leaderboard_bbh_navigate"
        },
        "leaderboard_bbh_object_counting": {
            "acc_norm,none": 0.364,
            "acc_norm_stderr,none": 0.030491555220405562,
            "alias": "  - leaderboard_bbh_object_counting"
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "acc_norm,none": 0.5205479452054794,
            "acc_norm_stderr,none": 0.04148766180925171,
            "alias": "  - leaderboard_bbh_penguins_in_a_table"
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "acc_norm,none": 0.636,
            "acc_norm_stderr,none": 0.030491555220405565,
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
        },
        "leaderboard_bbh_ruin_names": {
            "acc_norm,none": 0.688,
            "acc_norm_stderr,none": 0.029361067575219817,
            "alias": "  - leaderboard_bbh_ruin_names"
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "acc_norm,none": 0.46,
            "acc_norm_stderr,none": 0.03158465389149899,
            "alias": "  - leaderboard_bbh_salient_translation_error_detection"
        },
        "leaderboard_bbh_snarks": {
            "acc_norm,none": 0.4606741573033708,
            "acc_norm_stderr,none": 0.0374658773638787,
            "alias": "  - leaderboard_bbh_snarks"
        },
        "leaderboard_bbh_sports_understanding": {
            "acc_norm,none": 0.796,
            "acc_norm_stderr,none": 0.025537121574548162,
            "alias": "  - leaderboard_bbh_sports_understanding"
        },
        "leaderboard_bbh_temporal_sequences": {
            "acc_norm,none": 0.272,
            "acc_norm_stderr,none": 0.028200088296310006,
            "alias": "  - leaderboard_bbh_temporal_sequences"
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "acc_norm,none": 0.192,
            "acc_norm_stderr,none": 0.024960691989172012,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "acc_norm,none": 0.192,
            "acc_norm_stderr,none": 0.02496069198917202,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "acc_norm,none": 0.384,
            "acc_norm_stderr,none": 0.030821679117375378,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
        },
        "leaderboard_bbh_web_of_lies": {
            "acc_norm,none": 0.46,
            "acc_norm_stderr,none": 0.031584653891499,
            "alias": "  - leaderboard_bbh_web_of_lies"
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.25922818791946306,
            "acc_norm_stderr,none": 0.01270453266853576,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "acc_norm,none": 0.26262626262626265,
            "acc_norm_stderr,none": 0.031353050095330855,
            "alias": "  - leaderboard_gpqa_diamond"
        },
        "leaderboard_gpqa_extended": {
            "acc_norm,none": 0.2692307692307692,
            "acc_norm_stderr,none": 0.019000027142915377,
            "alias": "  - leaderboard_gpqa_extended"
        },
        "leaderboard_gpqa_main": {
            "acc_norm,none": 0.24553571428571427,
            "acc_norm_stderr,none": 0.020357428454484575,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.5914972273567468,
            "prompt_level_strict_acc_stderr,none": 0.02115324409872036,
            "inst_level_strict_acc,none": 0.6834532374100719,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.7282809611829945,
            "prompt_level_loose_acc_stderr,none": 0.019143116099594026,
            "inst_level_loose_acc,none": 0.7997601918465228,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": " - leaderboard_ifeval"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.06117824773413897,
            "exact_match_stderr,none": 0.0065187910301074395,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "exact_match,none": 0.09446254071661238,
            "exact_match_stderr,none": 0.016719462370368438,
            "alias": "  - leaderboard_math_algebra_hard"
        },
        "leaderboard_math_counting_and_prob_hard": {
            "exact_match,none": 0.032520325203252036,
            "exact_match_stderr,none": 0.01605899820587974,
            "alias": "  - leaderboard_math_counting_and_prob_hard"
        },
        "leaderboard_math_geometry_hard": {
            "exact_match,none": 0.015151515151515152,
            "exact_match_stderr,none": 0.010672768637174734,
            "alias": "  - leaderboard_math_geometry_hard"
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "exact_match,none": 0.02142857142857143,
            "exact_match_stderr,none": 0.008669434577665563,
            "alias": "  - leaderboard_math_intermediate_algebra_hard"
        },
        "leaderboard_math_num_theory_hard": {
            "exact_match,none": 0.05844155844155844,
            "exact_match_stderr,none": 0.01896438745195783,
            "alias": "  - leaderboard_math_num_theory_hard"
        },
        "leaderboard_math_prealgebra_hard": {
            "exact_match,none": 0.12435233160621761,
            "exact_match_stderr,none": 0.02381447708659354,
            "alias": "  - leaderboard_math_prealgebra_hard"
        },
        "leaderboard_math_precalculus_hard": {
            "exact_match,none": 0.05185185185185185,
            "exact_match_stderr,none": 0.019154368449050517,
            "alias": "  - leaderboard_math_precalculus_hard"
        },
        "leaderboard_mmlu_pro": {
            "acc,none": 0.3686003989361702,
            "acc_stderr,none": 0.004398242680712256,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.38095238095238093,
            "acc_norm_stderr,none": 0.01724710719202645,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "acc_norm,none": 0.516,
            "acc_norm_stderr,none": 0.03166998503010742,
            "alias": "  - leaderboard_musr_murder_mysteries"
        },
        "leaderboard_musr_object_placements": {
            "acc_norm,none": 0.25,
            "acc_norm_stderr,none": 0.02711630722733202,
            "alias": "  - leaderboard_musr_object_placements"
        },
        "leaderboard_musr_team_allocation": {
            "acc_norm,none": 0.38,
            "acc_norm_stderr,none": 0.030760116042626046,
            "alias": "  - leaderboard_musr_team_allocation"
        }
    },
    "leaderboard": {
        "prompt_level_strict_acc,none": 0.5914972273567468,
        "prompt_level_strict_acc_stderr,none": 0.02115324409872036,
        "acc_norm,none": 0.4436373070437151,
        "acc_norm_stderr,none": 0.0053429418938527136,
        "prompt_level_loose_acc,none": 0.7282809611829945,
        "prompt_level_loose_acc_stderr,none": 0.019143116099594022,
        "exact_match,none": 0.06117824773413897,
        "exact_match_stderr,none": 0.0065187910301074395,
        "inst_level_strict_acc,none": 0.6834532374100719,
        "inst_level_strict_acc_stderr,none": "N/A",
        "inst_level_loose_acc,none": 0.7997601918465228,
        "inst_level_loose_acc_stderr,none": "N/A",
        "acc,none": 0.3686003989361702,
        "acc_stderr,none": 0.004398242680712256,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.49001909390730775,
        "acc_norm_stderr,none": 0.006251684670501447,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "acc_norm,none": 0.796,
        "acc_norm_stderr,none": 0.025537121574548145,
        "alias": "  - leaderboard_bbh_boolean_expressions"
    },
    "leaderboard_bbh_causal_judgement": {
        "acc_norm,none": 0.5882352941176471,
        "acc_norm_stderr,none": 0.03608640563085621,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.464,
        "acc_norm_stderr,none": 0.03160397514522373,
        "alias": "  - leaderboard_bbh_date_understanding"
    },
    "leaderboard_bbh_disambiguation_qa": {
        "acc_norm,none": 0.608,
        "acc_norm_stderr,none": 0.0309382076204012,
        "alias": "  - leaderboard_bbh_disambiguation_qa"
    },
    "leaderboard_bbh_formal_fallacies": {
        "acc_norm,none": 0.564,
        "acc_norm_stderr,none": 0.03142556706028128,
        "alias": "  - leaderboard_bbh_formal_fallacies"
    },
    "leaderboard_bbh_geometric_shapes": {
        "acc_norm,none": 0.324,
        "acc_norm_stderr,none": 0.02965829492454557,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.604,
        "acc_norm_stderr,none": 0.030993197854577853,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.376,
        "acc_norm_stderr,none": 0.030696336267394583,
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "acc_norm,none": 0.448,
        "acc_norm_stderr,none": 0.03151438761115355,
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "acc_norm,none": 0.556,
        "acc_norm_stderr,none": 0.031486849425545735,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.508,
        "acc_norm_stderr,none": 0.0316821564314138,
        "alias": "  - leaderboard_bbh_movie_recommendation"
    },
    "leaderboard_bbh_navigate": {
        "acc_norm,none": 0.528,
        "acc_norm_stderr,none": 0.031636489531544396,
        "alias": "  - leaderboard_bbh_navigate"
    },
    "leaderboard_bbh_object_counting": {
        "acc_norm,none": 0.364,
        "acc_norm_stderr,none": 0.030491555220405562,
        "alias": "  - leaderboard_bbh_object_counting"
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "acc_norm,none": 0.5205479452054794,
        "acc_norm_stderr,none": 0.04148766180925171,
        "alias": "  - leaderboard_bbh_penguins_in_a_table"
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "acc_norm,none": 0.636,
        "acc_norm_stderr,none": 0.030491555220405565,
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
    },
    "leaderboard_bbh_ruin_names": {
        "acc_norm,none": 0.688,
        "acc_norm_stderr,none": 0.029361067575219817,
        "alias": "  - leaderboard_bbh_ruin_names"
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "acc_norm,none": 0.46,
        "acc_norm_stderr,none": 0.03158465389149899,
        "alias": "  - leaderboard_bbh_salient_translation_error_detection"
    },
    "leaderboard_bbh_snarks": {
        "acc_norm,none": 0.4606741573033708,
        "acc_norm_stderr,none": 0.0374658773638787,
        "alias": "  - leaderboard_bbh_snarks"
    },
    "leaderboard_bbh_sports_understanding": {
        "acc_norm,none": 0.796,
        "acc_norm_stderr,none": 0.025537121574548162,
        "alias": "  - leaderboard_bbh_sports_understanding"
    },
    "leaderboard_bbh_temporal_sequences": {
        "acc_norm,none": 0.272,
        "acc_norm_stderr,none": 0.028200088296310006,
        "alias": "  - leaderboard_bbh_temporal_sequences"
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "acc_norm,none": 0.192,
        "acc_norm_stderr,none": 0.024960691989172012,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "acc_norm,none": 0.192,
        "acc_norm_stderr,none": 0.02496069198917202,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "acc_norm,none": 0.384,
        "acc_norm_stderr,none": 0.030821679117375378,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
    },
    "leaderboard_bbh_web_of_lies": {
        "acc_norm,none": 0.46,
        "acc_norm_stderr,none": 0.031584653891499,
        "alias": "  - leaderboard_bbh_web_of_lies"
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.25922818791946306,
        "acc_norm_stderr,none": 0.01270453266853576,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "acc_norm,none": 0.26262626262626265,
        "acc_norm_stderr,none": 0.031353050095330855,
        "alias": "  - leaderboard_gpqa_diamond"
    },
    "leaderboard_gpqa_extended": {
        "acc_norm,none": 0.2692307692307692,
        "acc_norm_stderr,none": 0.019000027142915377,
        "alias": "  - leaderboard_gpqa_extended"
    },
    "leaderboard_gpqa_main": {
        "acc_norm,none": 0.24553571428571427,
        "acc_norm_stderr,none": 0.020357428454484575,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.5914972273567468,
        "prompt_level_strict_acc_stderr,none": 0.02115324409872036,
        "inst_level_strict_acc,none": 0.6834532374100719,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.7282809611829945,
        "prompt_level_loose_acc_stderr,none": 0.019143116099594026,
        "inst_level_loose_acc,none": 0.7997601918465228,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": " - leaderboard_ifeval"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.06117824773413897,
        "exact_match_stderr,none": 0.0065187910301074395,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "exact_match,none": 0.09446254071661238,
        "exact_match_stderr,none": 0.016719462370368438,
        "alias": "  - leaderboard_math_algebra_hard"
    },
    "leaderboard_math_counting_and_prob_hard": {
        "exact_match,none": 0.032520325203252036,
        "exact_match_stderr,none": 0.01605899820587974,
        "alias": "  - leaderboard_math_counting_and_prob_hard"
    },
    "leaderboard_math_geometry_hard": {
        "exact_match,none": 0.015151515151515152,
        "exact_match_stderr,none": 0.010672768637174734,
        "alias": "  - leaderboard_math_geometry_hard"
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "exact_match,none": 0.02142857142857143,
        "exact_match_stderr,none": 0.008669434577665563,
        "alias": "  - leaderboard_math_intermediate_algebra_hard"
    },
    "leaderboard_math_num_theory_hard": {
        "exact_match,none": 0.05844155844155844,
        "exact_match_stderr,none": 0.01896438745195783,
        "alias": "  - leaderboard_math_num_theory_hard"
    },
    "leaderboard_math_prealgebra_hard": {
        "exact_match,none": 0.12435233160621761,
        "exact_match_stderr,none": 0.02381447708659354,
        "alias": "  - leaderboard_math_prealgebra_hard"
    },
    "leaderboard_math_precalculus_hard": {
        "exact_match,none": 0.05185185185185185,
        "exact_match_stderr,none": 0.019154368449050517,
        "alias": "  - leaderboard_math_precalculus_hard"
    },
    "leaderboard_mmlu_pro": {
        "acc,none": 0.3686003989361702,
        "acc_stderr,none": 0.004398242680712256,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.38095238095238093,
        "acc_norm_stderr,none": 0.01724710719202645,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "acc_norm,none": 0.516,
        "acc_norm_stderr,none": 0.03166998503010742,
        "alias": "  - leaderboard_musr_murder_mysteries"
    },
    "leaderboard_musr_object_placements": {
        "acc_norm,none": 0.25,
        "acc_norm_stderr,none": 0.02711630722733202,
        "alias": "  - leaderboard_musr_object_placements"
    },
    "leaderboard_musr_team_allocation": {
        "acc_norm,none": 0.38,
        "acc_norm_stderr,none": 0.030760116042626046,
        "alias": "  - leaderboard_musr_team_allocation"
    }
}

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