open-llm-leaderboard/chujiezheng__Llama-3-Instruct-8B-SimPO-ExPO-details

Dataset Card for Evaluation run of chujiezheng/Llama-3-Instruct-8B-SimPO-ExPO

Dataset automatically created during the evaluation run of model chujiezheng/Llama-3-Instruct-8B-SimPO-ExPO 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/chujiezheng__Llama-3-Instruct-8B-SimPO-ExPO-details",
    name="chujiezheng__Llama-3-Instruct-8B-SimPO-ExPO__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-07-18T11-44-02.651037 (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": {
            "exact_match,none": 0.005287009063444109,
            "exact_match_stderr,none": 0.001994828956184338,
            "inst_level_loose_acc,none": 0.7422062350119905,
            "inst_level_loose_acc_stderr,none": "N/A",
            "acc_norm,none": 0.43767025554546635,
            "acc_norm_stderr,none": 0.005328862540679411,
            "inst_level_strict_acc,none": 0.7026378896882494,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_strict_acc,none": 0.5841035120147874,
            "prompt_level_strict_acc_stderr,none": 0.0212099993568188,
            "prompt_level_loose_acc,none": 0.6303142329020333,
            "prompt_level_loose_acc_stderr,none": 0.020772943616332307,
            "acc,none": 0.340093085106383,
            "acc_stderr,none": 0.004319061390501736,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.4749175490366256,
            "acc_norm_stderr,none": 0.006194204979116834,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "acc_norm,none": 0.736,
            "acc_norm_stderr,none": 0.027934518957690908,
            "alias": "  - leaderboard_bbh_boolean_expressions"
        },
        "leaderboard_bbh_causal_judgement": {
            "acc_norm,none": 0.6203208556149733,
            "acc_norm_stderr,none": 0.03558443628801664,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.496,
            "acc_norm_stderr,none": 0.031685198551199154,
            "alias": "  - leaderboard_bbh_date_understanding"
        },
        "leaderboard_bbh_disambiguation_qa": {
            "acc_norm,none": 0.6,
            "acc_norm_stderr,none": 0.031046021028253247,
            "alias": "  - leaderboard_bbh_disambiguation_qa"
        },
        "leaderboard_bbh_formal_fallacies": {
            "acc_norm,none": 0.532,
            "acc_norm_stderr,none": 0.031621252575725504,
            "alias": "  - leaderboard_bbh_formal_fallacies"
        },
        "leaderboard_bbh_geometric_shapes": {
            "acc_norm,none": 0.364,
            "acc_norm_stderr,none": 0.030491555220405555,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.62,
            "acc_norm_stderr,none": 0.030760116042626035,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.364,
            "acc_norm_stderr,none": 0.03049155522040556,
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "acc_norm,none": 0.38,
            "acc_norm_stderr,none": 0.030760116042626042,
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "acc_norm,none": 0.496,
            "acc_norm_stderr,none": 0.03168519855119917,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.472,
            "acc_norm_stderr,none": 0.031636489531544396,
            "alias": "  - leaderboard_bbh_movie_recommendation"
        },
        "leaderboard_bbh_navigate": {
            "acc_norm,none": 0.64,
            "acc_norm_stderr,none": 0.030418764025174985,
            "alias": "  - leaderboard_bbh_navigate"
        },
        "leaderboard_bbh_object_counting": {
            "acc_norm,none": 0.24,
            "acc_norm_stderr,none": 0.027065293652239003,
            "alias": "  - leaderboard_bbh_object_counting"
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "acc_norm,none": 0.4657534246575342,
            "acc_norm_stderr,none": 0.04142522736934775,
            "alias": "  - leaderboard_bbh_penguins_in_a_table"
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "acc_norm,none": 0.544,
            "acc_norm_stderr,none": 0.03156328506121339,
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
        },
        "leaderboard_bbh_ruin_names": {
            "acc_norm,none": 0.796,
            "acc_norm_stderr,none": 0.02553712157454818,
            "alias": "  - leaderboard_bbh_ruin_names"
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "acc_norm,none": 0.412,
            "acc_norm_stderr,none": 0.031191596026022894,
            "alias": "  - leaderboard_bbh_salient_translation_error_detection"
        },
        "leaderboard_bbh_snarks": {
            "acc_norm,none": 0.4887640449438202,
            "acc_norm_stderr,none": 0.03757281091983853,
            "alias": "  - leaderboard_bbh_snarks"
        },
        "leaderboard_bbh_sports_understanding": {
            "acc_norm,none": 0.768,
            "acc_norm_stderr,none": 0.026750070374865164,
            "alias": "  - leaderboard_bbh_sports_understanding"
        },
        "leaderboard_bbh_temporal_sequences": {
            "acc_norm,none": 0.208,
            "acc_norm_stderr,none": 0.025721398901416392,
            "alias": "  - leaderboard_bbh_temporal_sequences"
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "acc_norm,none": 0.208,
            "acc_norm_stderr,none": 0.025721398901416385,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "acc_norm,none": 0.204,
            "acc_norm_stderr,none": 0.025537121574548165,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "acc_norm,none": 0.34,
            "acc_norm_stderr,none": 0.030020073605457907,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
        },
        "leaderboard_bbh_web_of_lies": {
            "acc_norm,none": 0.44,
            "acc_norm_stderr,none": 0.03145724452223574,
            "alias": "  - leaderboard_bbh_web_of_lies"
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.28691275167785235,
            "acc_norm_stderr,none": 0.013112053496380246,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "acc_norm,none": 0.25757575757575757,
            "acc_norm_stderr,none": 0.031156269519646847,
            "alias": "  - leaderboard_gpqa_diamond"
        },
        "leaderboard_gpqa_extended": {
            "acc_norm,none": 0.29120879120879123,
            "acc_norm_stderr,none": 0.019460910297287987,
            "alias": "  - leaderboard_gpqa_extended"
        },
        "leaderboard_gpqa_main": {
            "acc_norm,none": 0.29464285714285715,
            "acc_norm_stderr,none": 0.021562481080109754,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.5841035120147874,
            "prompt_level_strict_acc_stderr,none": 0.0212099993568188,
            "inst_level_strict_acc,none": 0.7026378896882494,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.6303142329020333,
            "prompt_level_loose_acc_stderr,none": 0.020772943616332307,
            "inst_level_loose_acc,none": 0.7422062350119905,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": " - leaderboard_ifeval"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.005287009063444109,
            "exact_match_stderr,none": 0.001994828956184338,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "exact_match,none": 0.009771986970684038,
            "exact_match_stderr,none": 0.005623391633915852,
            "alias": "  - leaderboard_math_algebra_hard"
        },
        "leaderboard_math_counting_and_prob_hard": {
            "exact_match,none": 0.0,
            "exact_match_stderr,none": 0.0,
            "alias": "  - leaderboard_math_counting_and_prob_hard"
        },
        "leaderboard_math_geometry_hard": {
            "exact_match,none": 0.007575757575757576,
            "exact_match_stderr,none": 0.007575757575757568,
            "alias": "  - leaderboard_math_geometry_hard"
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "exact_match,none": 0.0035714285714285713,
            "exact_match_stderr,none": 0.003571428571428567,
            "alias": "  - leaderboard_math_intermediate_algebra_hard"
        },
        "leaderboard_math_num_theory_hard": {
            "exact_match,none": 0.0,
            "exact_match_stderr,none": 0.0,
            "alias": "  - leaderboard_math_num_theory_hard"
        },
        "leaderboard_math_prealgebra_hard": {
            "exact_match,none": 0.010362694300518135,
            "exact_match_stderr,none": 0.0073084243867922016,
            "alias": "  - leaderboard_math_prealgebra_hard"
        },
        "leaderboard_math_precalculus_hard": {
            "exact_match,none": 0.0,
            "exact_match_stderr,none": 0.0,
            "alias": "  - leaderboard_math_precalculus_hard"
        },
        "leaderboard_mmlu_pro": {
            "acc,none": 0.340093085106383,
            "acc_stderr,none": 0.004319061390501736,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.3915343915343915,
            "acc_norm_stderr,none": 0.01724085970564566,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "acc_norm,none": 0.56,
            "acc_norm_stderr,none": 0.03145724452223564,
            "alias": "  - leaderboard_musr_murder_mysteries"
        },
        "leaderboard_musr_object_placements": {
            "acc_norm,none": 0.33203125,
            "acc_norm_stderr,none": 0.029491540762776366,
            "alias": "  - leaderboard_musr_object_placements"
        },
        "leaderboard_musr_team_allocation": {
            "acc_norm,none": 0.284,
            "acc_norm_stderr,none": 0.0285769587304374,
            "alias": "  - leaderboard_musr_team_allocation"
        }
    },
    "leaderboard": {
        "exact_match,none": 0.005287009063444109,
        "exact_match_stderr,none": 0.001994828956184338,
        "inst_level_loose_acc,none": 0.7422062350119905,
        "inst_level_loose_acc_stderr,none": "N/A",
        "acc_norm,none": 0.43767025554546635,
        "acc_norm_stderr,none": 0.005328862540679411,
        "inst_level_strict_acc,none": 0.7026378896882494,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_strict_acc,none": 0.5841035120147874,
        "prompt_level_strict_acc_stderr,none": 0.0212099993568188,
        "prompt_level_loose_acc,none": 0.6303142329020333,
        "prompt_level_loose_acc_stderr,none": 0.020772943616332307,
        "acc,none": 0.340093085106383,
        "acc_stderr,none": 0.004319061390501736,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.4749175490366256,
        "acc_norm_stderr,none": 0.006194204979116834,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "acc_norm,none": 0.736,
        "acc_norm_stderr,none": 0.027934518957690908,
        "alias": "  - leaderboard_bbh_boolean_expressions"
    },
    "leaderboard_bbh_causal_judgement": {
        "acc_norm,none": 0.6203208556149733,
        "acc_norm_stderr,none": 0.03558443628801664,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.496,
        "acc_norm_stderr,none": 0.031685198551199154,
        "alias": "  - leaderboard_bbh_date_understanding"
    },
    "leaderboard_bbh_disambiguation_qa": {
        "acc_norm,none": 0.6,
        "acc_norm_stderr,none": 0.031046021028253247,
        "alias": "  - leaderboard_bbh_disambiguation_qa"
    },
    "leaderboard_bbh_formal_fallacies": {
        "acc_norm,none": 0.532,
        "acc_norm_stderr,none": 0.031621252575725504,
        "alias": "  - leaderboard_bbh_formal_fallacies"
    },
    "leaderboard_bbh_geometric_shapes": {
        "acc_norm,none": 0.364,
        "acc_norm_stderr,none": 0.030491555220405555,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.62,
        "acc_norm_stderr,none": 0.030760116042626035,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.364,
        "acc_norm_stderr,none": 0.03049155522040556,
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "acc_norm,none": 0.38,
        "acc_norm_stderr,none": 0.030760116042626042,
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "acc_norm,none": 0.496,
        "acc_norm_stderr,none": 0.03168519855119917,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.472,
        "acc_norm_stderr,none": 0.031636489531544396,
        "alias": "  - leaderboard_bbh_movie_recommendation"
    },
    "leaderboard_bbh_navigate": {
        "acc_norm,none": 0.64,
        "acc_norm_stderr,none": 0.030418764025174985,
        "alias": "  - leaderboard_bbh_navigate"
    },
    "leaderboard_bbh_object_counting": {
        "acc_norm,none": 0.24,
        "acc_norm_stderr,none": 0.027065293652239003,
        "alias": "  - leaderboard_bbh_object_counting"
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "acc_norm,none": 0.4657534246575342,
        "acc_norm_stderr,none": 0.04142522736934775,
        "alias": "  - leaderboard_bbh_penguins_in_a_table"
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "acc_norm,none": 0.544,
        "acc_norm_stderr,none": 0.03156328506121339,
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
    },
    "leaderboard_bbh_ruin_names": {
        "acc_norm,none": 0.796,
        "acc_norm_stderr,none": 0.02553712157454818,
        "alias": "  - leaderboard_bbh_ruin_names"
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "acc_norm,none": 0.412,
        "acc_norm_stderr,none": 0.031191596026022894,
        "alias": "  - leaderboard_bbh_salient_translation_error_detection"
    },
    "leaderboard_bbh_snarks": {
        "acc_norm,none": 0.4887640449438202,
        "acc_norm_stderr,none": 0.03757281091983853,
        "alias": "  - leaderboard_bbh_snarks"
    },
    "leaderboard_bbh_sports_understanding": {
        "acc_norm,none": 0.768,
        "acc_norm_stderr,none": 0.026750070374865164,
        "alias": "  - leaderboard_bbh_sports_understanding"
    },
    "leaderboard_bbh_temporal_sequences": {
        "acc_norm,none": 0.208,
        "acc_norm_stderr,none": 0.025721398901416392,
        "alias": "  - leaderboard_bbh_temporal_sequences"
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "acc_norm,none": 0.208,
        "acc_norm_stderr,none": 0.025721398901416385,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "acc_norm,none": 0.204,
        "acc_norm_stderr,none": 0.025537121574548165,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "acc_norm,none": 0.34,
        "acc_norm_stderr,none": 0.030020073605457907,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
    },
    "leaderboard_bbh_web_of_lies": {
        "acc_norm,none": 0.44,
        "acc_norm_stderr,none": 0.03145724452223574,
        "alias": "  - leaderboard_bbh_web_of_lies"
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.28691275167785235,
        "acc_norm_stderr,none": 0.013112053496380246,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "acc_norm,none": 0.25757575757575757,
        "acc_norm_stderr,none": 0.031156269519646847,
        "alias": "  - leaderboard_gpqa_diamond"
    },
    "leaderboard_gpqa_extended": {
        "acc_norm,none": 0.29120879120879123,
        "acc_norm_stderr,none": 0.019460910297287987,
        "alias": "  - leaderboard_gpqa_extended"
    },
    "leaderboard_gpqa_main": {
        "acc_norm,none": 0.29464285714285715,
        "acc_norm_stderr,none": 0.021562481080109754,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.5841035120147874,
        "prompt_level_strict_acc_stderr,none": 0.0212099993568188,
        "inst_level_strict_acc,none": 0.7026378896882494,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.6303142329020333,
        "prompt_level_loose_acc_stderr,none": 0.020772943616332307,
        "inst_level_loose_acc,none": 0.7422062350119905,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": " - leaderboard_ifeval"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.005287009063444109,
        "exact_match_stderr,none": 0.001994828956184338,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "exact_match,none": 0.009771986970684038,
        "exact_match_stderr,none": 0.005623391633915852,
        "alias": "  - leaderboard_math_algebra_hard"
    },
    "leaderboard_math_counting_and_prob_hard": {
        "exact_match,none": 0.0,
        "exact_match_stderr,none": 0.0,
        "alias": "  - leaderboard_math_counting_and_prob_hard"
    },
    "leaderboard_math_geometry_hard": {
        "exact_match,none": 0.007575757575757576,
        "exact_match_stderr,none": 0.007575757575757568,
        "alias": "  - leaderboard_math_geometry_hard"
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "exact_match,none": 0.0035714285714285713,
        "exact_match_stderr,none": 0.003571428571428567,
        "alias": "  - leaderboard_math_intermediate_algebra_hard"
    },
    "leaderboard_math_num_theory_hard": {
        "exact_match,none": 0.0,
        "exact_match_stderr,none": 0.0,
        "alias": "  - leaderboard_math_num_theory_hard"
    },
    "leaderboard_math_prealgebra_hard": {
        "exact_match,none": 0.010362694300518135,
        "exact_match_stderr,none": 0.0073084243867922016,
        "alias": "  - leaderboard_math_prealgebra_hard"
    },
    "leaderboard_math_precalculus_hard": {
        "exact_match,none": 0.0,
        "exact_match_stderr,none": 0.0,
        "alias": "  - leaderboard_math_precalculus_hard"
    },
    "leaderboard_mmlu_pro": {
        "acc,none": 0.340093085106383,
        "acc_stderr,none": 0.004319061390501736,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.3915343915343915,
        "acc_norm_stderr,none": 0.01724085970564566,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "acc_norm,none": 0.56,
        "acc_norm_stderr,none": 0.03145724452223564,
        "alias": "  - leaderboard_musr_murder_mysteries"
    },
    "leaderboard_musr_object_placements": {
        "acc_norm,none": 0.33203125,
        "acc_norm_stderr,none": 0.029491540762776366,
        "alias": "  - leaderboard_musr_object_placements"
    },
    "leaderboard_musr_team_allocation": {
        "acc_norm,none": 0.284,
        "acc_norm_stderr,none": 0.0285769587304374,
        "alias": "  - leaderboard_musr_team_allocation"
    }
}

Dataset Details

Dataset Description

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