open-llm-leaderboard/UCLA-AGI__Mistral7B-PairRM-SPPO-Iter2-details

Dataset Card for Evaluation run of UCLA-AGI/Mistral7B-PairRM-SPPO-Iter2

Dataset automatically created during the evaluation run of model UCLA-AGI/Mistral7B-PairRM-SPPO-Iter2 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/UCLA-AGI__Mistral7B-PairRM-SPPO-Iter2-details",
    name="UCLA-AGI__Mistral7B-PairRM-SPPO-Iter2__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-08-12T23-18-02.723037 (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,none": 0.2677027925531915,
            "acc_stderr,none": 0.00403663309375998,
            "inst_level_strict_acc,none": 0.5083932853717026,
            "inst_level_strict_acc_stderr,none": "N/A",
            "inst_level_loose_acc,none": 0.5851318944844125,
            "inst_level_loose_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.46210720887245843,
            "prompt_level_loose_acc_stderr,none": 0.021454695436204714,
            "prompt_level_strict_acc,none": 0.3807763401109057,
            "prompt_level_strict_acc_stderr,none": 0.020895937888190833,
            "exact_match,none": 0.015105740181268883,
            "exact_match_stderr,none": 0.0033437428105925655,
            "acc_norm,none": 0.41756388636658454,
            "acc_norm_stderr,none": 0.0053124576988747224,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.44558236417288666,
            "acc_norm_stderr,none": 0.00615840220942194,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "acc_norm,none": 0.76,
            "acc_norm_stderr,none": 0.027065293652239007,
            "alias": "  - leaderboard_bbh_boolean_expressions"
        },
        "leaderboard_bbh_causal_judgement": {
            "acc_norm,none": 0.6096256684491979,
            "acc_norm_stderr,none": 0.03576973947986412,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.396,
            "acc_norm_stderr,none": 0.030993197854577846,
            "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": 0.496,
            "acc_norm_stderr,none": 0.03168519855119917,
            "alias": "  - leaderboard_bbh_formal_fallacies"
        },
        "leaderboard_bbh_geometric_shapes": {
            "acc_norm,none": 0.296,
            "acc_norm_stderr,none": 0.028928939388379628,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.712,
            "acc_norm_stderr,none": 0.02869700458739822,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.372,
            "acc_norm_stderr,none": 0.030630325944558317,
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "acc_norm,none": 0.284,
            "acc_norm_stderr,none": 0.028576958730437398,
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "acc_norm,none": 0.512,
            "acc_norm_stderr,none": 0.03167708558254709,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.464,
            "acc_norm_stderr,none": 0.03160397514522374,
            "alias": "  - leaderboard_bbh_movie_recommendation"
        },
        "leaderboard_bbh_navigate": {
            "acc_norm,none": 0.58,
            "acc_norm_stderr,none": 0.03127799950463661,
            "alias": "  - leaderboard_bbh_navigate"
        },
        "leaderboard_bbh_object_counting": {
            "acc_norm,none": 0.364,
            "acc_norm_stderr,none": 0.03049155522040557,
            "alias": "  - leaderboard_bbh_object_counting"
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "acc_norm,none": 0.3150684931506849,
            "acc_norm_stderr,none": 0.03857820876541415,
            "alias": "  - leaderboard_bbh_penguins_in_a_table"
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "acc_norm,none": 0.308,
            "acc_norm_stderr,none": 0.029256928606501864,
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
        },
        "leaderboard_bbh_ruin_names": {
            "acc_norm,none": 0.512,
            "acc_norm_stderr,none": 0.03167708558254709,
            "alias": "  - leaderboard_bbh_ruin_names"
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "acc_norm,none": 0.372,
            "acc_norm_stderr,none": 0.03063032594455831,
            "alias": "  - leaderboard_bbh_salient_translation_error_detection"
        },
        "leaderboard_bbh_snarks": {
            "acc_norm,none": 0.5730337078651685,
            "acc_norm_stderr,none": 0.03717921762559316,
            "alias": "  - leaderboard_bbh_snarks"
        },
        "leaderboard_bbh_sports_understanding": {
            "acc_norm,none": 0.776,
            "acc_norm_stderr,none": 0.026421361687347905,
            "alias": "  - leaderboard_bbh_sports_understanding"
        },
        "leaderboard_bbh_temporal_sequences": {
            "acc_norm,none": 0.292,
            "acc_norm_stderr,none": 0.028814320402205645,
            "alias": "  - leaderboard_bbh_temporal_sequences"
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "acc_norm,none": 0.172,
            "acc_norm_stderr,none": 0.02391551394448622,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "acc_norm,none": 0.136,
            "acc_norm_stderr,none": 0.02172334261705208,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "acc_norm,none": 0.312,
            "acc_norm_stderr,none": 0.029361067575219817,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
        },
        "leaderboard_bbh_web_of_lies": {
            "acc_norm,none": 0.496,
            "acc_norm_stderr,none": 0.031685198551199154,
            "alias": "  - leaderboard_bbh_web_of_lies"
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.28859060402684567,
            "acc_norm_stderr,none": 0.013134055772616868,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "acc_norm,none": 0.2878787878787879,
            "acc_norm_stderr,none": 0.03225883512300992,
            "alias": "  - leaderboard_gpqa_diamond"
        },
        "leaderboard_gpqa_extended": {
            "acc_norm,none": 0.27472527472527475,
            "acc_norm_stderr,none": 0.019120635768881598,
            "alias": "  - leaderboard_gpqa_extended"
        },
        "leaderboard_gpqa_main": {
            "acc_norm,none": 0.30580357142857145,
            "acc_norm_stderr,none": 0.021792582688756983,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.3807763401109057,
            "prompt_level_strict_acc_stderr,none": 0.020895937888190833,
            "inst_level_strict_acc,none": 0.5083932853717026,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.46210720887245843,
            "prompt_level_loose_acc_stderr,none": 0.021454695436204714,
            "inst_level_loose_acc,none": 0.5851318944844125,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": " - leaderboard_ifeval"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.015105740181268883,
            "exact_match_stderr,none": 0.003343742810592565,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "exact_match,none": 0.019543973941368076,
            "exact_match_stderr,none": 0.007913339243755159,
            "alias": "  - leaderboard_math_algebra_hard"
        },
        "leaderboard_math_counting_and_prob_hard": {
            "exact_match,none": 0.008130081300813009,
            "exact_match_stderr,none": 0.008130081300813007,
            "alias": "  - leaderboard_math_counting_and_prob_hard"
        },
        "leaderboard_math_geometry_hard": {
            "exact_match,none": 0.007575757575757576,
            "exact_match_stderr,none": 0.007575757575757565,
            "alias": "  - leaderboard_math_geometry_hard"
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "exact_match,none": 0.0035714285714285713,
            "exact_match_stderr,none": 0.0035714285714285696,
            "alias": "  - leaderboard_math_intermediate_algebra_hard"
        },
        "leaderboard_math_num_theory_hard": {
            "exact_match,none": 0.006493506493506494,
            "exact_match_stderr,none": 0.006493506493506496,
            "alias": "  - leaderboard_math_num_theory_hard"
        },
        "leaderboard_math_prealgebra_hard": {
            "exact_match,none": 0.04145077720207254,
            "exact_match_stderr,none": 0.014385432857476432,
            "alias": "  - leaderboard_math_prealgebra_hard"
        },
        "leaderboard_math_precalculus_hard": {
            "exact_match,none": 0.014814814814814815,
            "exact_match_stderr,none": 0.010436494549594364,
            "alias": "  - leaderboard_math_precalculus_hard"
        },
        "leaderboard_mmlu_pro": {
            "acc,none": 0.2677027925531915,
            "acc_stderr,none": 0.00403663309375998,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.4074074074074074,
            "acc_norm_stderr,none": 0.017417049261583634,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "acc_norm,none": 0.544,
            "acc_norm_stderr,none": 0.03156328506121339,
            "alias": "  - leaderboard_musr_murder_mysteries"
        },
        "leaderboard_musr_object_placements": {
            "acc_norm,none": 0.265625,
            "acc_norm_stderr,none": 0.027658162598649488,
            "alias": "  - leaderboard_musr_object_placements"
        },
        "leaderboard_musr_team_allocation": {
            "acc_norm,none": 0.416,
            "acc_norm_stderr,none": 0.031235856237014574,
            "alias": "  - leaderboard_musr_team_allocation"
        }
    },
    "leaderboard": {
        "acc,none": 0.2677027925531915,
        "acc_stderr,none": 0.00403663309375998,
        "inst_level_strict_acc,none": 0.5083932853717026,
        "inst_level_strict_acc_stderr,none": "N/A",
        "inst_level_loose_acc,none": 0.5851318944844125,
        "inst_level_loose_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.46210720887245843,
        "prompt_level_loose_acc_stderr,none": 0.021454695436204714,
        "prompt_level_strict_acc,none": 0.3807763401109057,
        "prompt_level_strict_acc_stderr,none": 0.020895937888190833,
        "exact_match,none": 0.015105740181268883,
        "exact_match_stderr,none": 0.0033437428105925655,
        "acc_norm,none": 0.41756388636658454,
        "acc_norm_stderr,none": 0.0053124576988747224,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.44558236417288666,
        "acc_norm_stderr,none": 0.00615840220942194,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "acc_norm,none": 0.76,
        "acc_norm_stderr,none": 0.027065293652239007,
        "alias": "  - leaderboard_bbh_boolean_expressions"
    },
    "leaderboard_bbh_causal_judgement": {
        "acc_norm,none": 0.6096256684491979,
        "acc_norm_stderr,none": 0.03576973947986412,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.396,
        "acc_norm_stderr,none": 0.030993197854577846,
        "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": 0.496,
        "acc_norm_stderr,none": 0.03168519855119917,
        "alias": "  - leaderboard_bbh_formal_fallacies"
    },
    "leaderboard_bbh_geometric_shapes": {
        "acc_norm,none": 0.296,
        "acc_norm_stderr,none": 0.028928939388379628,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.712,
        "acc_norm_stderr,none": 0.02869700458739822,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.372,
        "acc_norm_stderr,none": 0.030630325944558317,
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "acc_norm,none": 0.284,
        "acc_norm_stderr,none": 0.028576958730437398,
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "acc_norm,none": 0.512,
        "acc_norm_stderr,none": 0.03167708558254709,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.464,
        "acc_norm_stderr,none": 0.03160397514522374,
        "alias": "  - leaderboard_bbh_movie_recommendation"
    },
    "leaderboard_bbh_navigate": {
        "acc_norm,none": 0.58,
        "acc_norm_stderr,none": 0.03127799950463661,
        "alias": "  - leaderboard_bbh_navigate"
    },
    "leaderboard_bbh_object_counting": {
        "acc_norm,none": 0.364,
        "acc_norm_stderr,none": 0.03049155522040557,
        "alias": "  - leaderboard_bbh_object_counting"
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "acc_norm,none": 0.3150684931506849,
        "acc_norm_stderr,none": 0.03857820876541415,
        "alias": "  - leaderboard_bbh_penguins_in_a_table"
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "acc_norm,none": 0.308,
        "acc_norm_stderr,none": 0.029256928606501864,
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
    },
    "leaderboard_bbh_ruin_names": {
        "acc_norm,none": 0.512,
        "acc_norm_stderr,none": 0.03167708558254709,
        "alias": "  - leaderboard_bbh_ruin_names"
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "acc_norm,none": 0.372,
        "acc_norm_stderr,none": 0.03063032594455831,
        "alias": "  - leaderboard_bbh_salient_translation_error_detection"
    },
    "leaderboard_bbh_snarks": {
        "acc_norm,none": 0.5730337078651685,
        "acc_norm_stderr,none": 0.03717921762559316,
        "alias": "  - leaderboard_bbh_snarks"
    },
    "leaderboard_bbh_sports_understanding": {
        "acc_norm,none": 0.776,
        "acc_norm_stderr,none": 0.026421361687347905,
        "alias": "  - leaderboard_bbh_sports_understanding"
    },
    "leaderboard_bbh_temporal_sequences": {
        "acc_norm,none": 0.292,
        "acc_norm_stderr,none": 0.028814320402205645,
        "alias": "  - leaderboard_bbh_temporal_sequences"
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "acc_norm,none": 0.172,
        "acc_norm_stderr,none": 0.02391551394448622,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "acc_norm,none": 0.136,
        "acc_norm_stderr,none": 0.02172334261705208,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "acc_norm,none": 0.312,
        "acc_norm_stderr,none": 0.029361067575219817,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
    },
    "leaderboard_bbh_web_of_lies": {
        "acc_norm,none": 0.496,
        "acc_norm_stderr,none": 0.031685198551199154,
        "alias": "  - leaderboard_bbh_web_of_lies"
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.28859060402684567,
        "acc_norm_stderr,none": 0.013134055772616868,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "acc_norm,none": 0.2878787878787879,
        "acc_norm_stderr,none": 0.03225883512300992,
        "alias": "  - leaderboard_gpqa_diamond"
    },
    "leaderboard_gpqa_extended": {
        "acc_norm,none": 0.27472527472527475,
        "acc_norm_stderr,none": 0.019120635768881598,
        "alias": "  - leaderboard_gpqa_extended"
    },
    "leaderboard_gpqa_main": {
        "acc_norm,none": 0.30580357142857145,
        "acc_norm_stderr,none": 0.021792582688756983,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.3807763401109057,
        "prompt_level_strict_acc_stderr,none": 0.020895937888190833,
        "inst_level_strict_acc,none": 0.5083932853717026,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.46210720887245843,
        "prompt_level_loose_acc_stderr,none": 0.021454695436204714,
        "inst_level_loose_acc,none": 0.5851318944844125,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": " - leaderboard_ifeval"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.015105740181268883,
        "exact_match_stderr,none": 0.003343742810592565,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "exact_match,none": 0.019543973941368076,
        "exact_match_stderr,none": 0.007913339243755159,
        "alias": "  - leaderboard_math_algebra_hard"
    },
    "leaderboard_math_counting_and_prob_hard": {
        "exact_match,none": 0.008130081300813009,
        "exact_match_stderr,none": 0.008130081300813007,
        "alias": "  - leaderboard_math_counting_and_prob_hard"
    },
    "leaderboard_math_geometry_hard": {
        "exact_match,none": 0.007575757575757576,
        "exact_match_stderr,none": 0.007575757575757565,
        "alias": "  - leaderboard_math_geometry_hard"
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "exact_match,none": 0.0035714285714285713,
        "exact_match_stderr,none": 0.0035714285714285696,
        "alias": "  - leaderboard_math_intermediate_algebra_hard"
    },
    "leaderboard_math_num_theory_hard": {
        "exact_match,none": 0.006493506493506494,
        "exact_match_stderr,none": 0.006493506493506496,
        "alias": "  - leaderboard_math_num_theory_hard"
    },
    "leaderboard_math_prealgebra_hard": {
        "exact_match,none": 0.04145077720207254,
        "exact_match_stderr,none": 0.014385432857476432,
        "alias": "  - leaderboard_math_prealgebra_hard"
    },
    "leaderboard_math_precalculus_hard": {
        "exact_match,none": 0.014814814814814815,
        "exact_match_stderr,none": 0.010436494549594364,
        "alias": "  - leaderboard_math_precalculus_hard"
    },
    "leaderboard_mmlu_pro": {
        "acc,none": 0.2677027925531915,
        "acc_stderr,none": 0.00403663309375998,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.4074074074074074,
        "acc_norm_stderr,none": 0.017417049261583634,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "acc_norm,none": 0.544,
        "acc_norm_stderr,none": 0.03156328506121339,
        "alias": "  - leaderboard_musr_murder_mysteries"
    },
    "leaderboard_musr_object_placements": {
        "acc_norm,none": 0.265625,
        "acc_norm_stderr,none": 0.027658162598649488,
        "alias": "  - leaderboard_musr_object_placements"
    },
    "leaderboard_musr_team_allocation": {
        "acc_norm,none": 0.416,
        "acc_norm_stderr,none": 0.031235856237014574,
        "alias": "  - leaderboard_musr_team_allocation"
    }
}

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