open-llm-leaderboard/yifAI__Llama-3-8B-Instruct-SPPO-score-Iter3_gp_8b-table-0.002-details

Dataset Card for Evaluation run of yifAI/Llama-3-8B-Instruct-SPPO-score-Iter3_gp_8b-table-0.002

Dataset automatically created during the evaluation run of model yifAI/Llama-3-8B-Instruct-SPPO-score-Iter3_gp_8b-table-0.002 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/yifAI__Llama-3-8B-Instruct-SPPO-score-Iter3_gp_8b-table-0.002-details",
    name="yifAI__Llama-3-8B-Instruct-SPPO-score-Iter3_gp_8b-table-0.002__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-09-30T03-03-28.510156 (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": {
            "inst_level_loose_acc,none": 0.8069544364508393,
            "inst_level_loose_acc_stderr,none": "N/A",
            "acc,none": 0.3519780585106383,
            "acc_stderr,none": 0.004354133973166202,
            "prompt_level_strict_acc,none": 0.5988909426987061,
            "prompt_level_strict_acc_stderr,none": 0.021091536895520742,
            "acc_norm,none": 0.4448047736411986,
            "acc_norm_stderr,none": 0.00534133220030581,
            "exact_match,none": 0.061933534743202415,
            "exact_match_stderr,none": 0.00650754899354407,
            "inst_level_strict_acc,none": 0.6990407673860911,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.722735674676525,
            "prompt_level_loose_acc_stderr,none": 0.019263706963479364,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.49001909390730775,
            "acc_norm_stderr,none": 0.006247182981034899,
            "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": 0.5775401069518716,
            "acc_norm_stderr,none": 0.036218240207533565,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.472,
            "acc_norm_stderr,none": 0.0316364895315444,
            "alias": "  - leaderboard_bbh_date_understanding"
        },
        "leaderboard_bbh_disambiguation_qa": {
            "acc_norm,none": 0.556,
            "acc_norm_stderr,none": 0.03148684942554574,
            "alias": "  - leaderboard_bbh_disambiguation_qa"
        },
        "leaderboard_bbh_formal_fallacies": {
            "acc_norm,none": 0.584,
            "acc_norm_stderr,none": 0.031235856237014553,
            "alias": "  - leaderboard_bbh_formal_fallacies"
        },
        "leaderboard_bbh_geometric_shapes": {
            "acc_norm,none": 0.3,
            "acc_norm_stderr,none": 0.02904089347757585,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.556,
            "acc_norm_stderr,none": 0.03148684942554574,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.412,
            "acc_norm_stderr,none": 0.031191596026022898,
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "acc_norm,none": 0.464,
            "acc_norm_stderr,none": 0.031603975145223735,
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "acc_norm,none": 0.58,
            "acc_norm_stderr,none": 0.03127799950463662,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.456,
            "acc_norm_stderr,none": 0.03156328506121339,
            "alias": "  - leaderboard_bbh_movie_recommendation"
        },
        "leaderboard_bbh_navigate": {
            "acc_norm,none": 0.6,
            "acc_norm_stderr,none": 0.031046021028253244,
            "alias": "  - leaderboard_bbh_navigate"
        },
        "leaderboard_bbh_object_counting": {
            "acc_norm,none": 0.364,
            "acc_norm_stderr,none": 0.03049155522040556,
            "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": 0.64,
            "acc_norm_stderr,none": 0.030418764025174995,
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
        },
        "leaderboard_bbh_ruin_names": {
            "acc_norm,none": 0.748,
            "acc_norm_stderr,none": 0.02751385193303135,
            "alias": "  - leaderboard_bbh_ruin_names"
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "acc_norm,none": 0.44,
            "acc_norm_stderr,none": 0.03145724452223572,
            "alias": "  - leaderboard_bbh_salient_translation_error_detection"
        },
        "leaderboard_bbh_snarks": {
            "acc_norm,none": 0.4887640449438202,
            "acc_norm_stderr,none": 0.03757281091983852,
            "alias": "  - leaderboard_bbh_snarks"
        },
        "leaderboard_bbh_sports_understanding": {
            "acc_norm,none": 0.788,
            "acc_norm_stderr,none": 0.02590188469054114,
            "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": 0.023915513944486218,
            "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": 0.352,
            "acc_norm_stderr,none": 0.03026628805735994,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
        },
        "leaderboard_bbh_web_of_lies": {
            "acc_norm,none": 0.468,
            "acc_norm_stderr,none": 0.031621252575725504,
            "alias": "  - leaderboard_bbh_web_of_lies"
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.26174496644295303,
            "acc_norm_stderr,none": 0.01274321175794984,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "acc_norm,none": 0.25757575757575757,
            "acc_norm_stderr,none": 0.03115626951964683,
            "alias": "  - leaderboard_gpqa_diamond"
        },
        "leaderboard_gpqa_extended": {
            "acc_norm,none": 0.27472527472527475,
            "acc_norm_stderr,none": 0.019120635768881594,
            "alias": "  - leaderboard_gpqa_extended"
        },
        "leaderboard_gpqa_main": {
            "acc_norm,none": 0.24776785714285715,
            "acc_norm_stderr,none": 0.020419479344751273,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.5988909426987061,
            "prompt_level_strict_acc_stderr,none": 0.021091536895520742,
            "inst_level_strict_acc,none": 0.6990407673860911,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.722735674676525,
            "prompt_level_loose_acc_stderr,none": 0.019263706963479364,
            "inst_level_loose_acc,none": 0.8069544364508393,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": " - leaderboard_ifeval"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.061933534743202415,
            "exact_match_stderr,none": 0.00650754899354407,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "exact_match,none": 0.0749185667752443,
            "exact_match_stderr,none": 0.015049566811083536,
            "alias": "  - leaderboard_math_algebra_hard"
        },
        "leaderboard_math_counting_and_prob_hard": {
            "exact_match,none": 0.04878048780487805,
            "exact_match_stderr,none": 0.01950219655858805,
            "alias": "  - leaderboard_math_counting_and_prob_hard"
        },
        "leaderboard_math_geometry_hard": {
            "exact_match,none": 0.030303030303030304,
            "exact_match_stderr,none": 0.014977019714308225,
            "alias": "  - leaderboard_math_geometry_hard"
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "exact_match,none": 0.010714285714285714,
            "exact_match_stderr,none": 0.006163684194761578,
            "alias": "  - leaderboard_math_intermediate_algebra_hard"
        },
        "leaderboard_math_num_theory_hard": {
            "exact_match,none": 0.05194805194805195,
            "exact_match_stderr,none": 0.017941344490765013,
            "alias": "  - leaderboard_math_num_theory_hard"
        },
        "leaderboard_math_prealgebra_hard": {
            "exact_match,none": 0.16580310880829016,
            "exact_match_stderr,none": 0.026839845022314415,
            "alias": "  - leaderboard_math_prealgebra_hard"
        },
        "leaderboard_math_precalculus_hard": {
            "exact_match,none": 0.044444444444444446,
            "exact_match_stderr,none": 0.01780263602032454,
            "alias": "  - leaderboard_math_precalculus_hard"
        },
        "leaderboard_mmlu_pro": {
            "acc,none": 0.3519780585106383,
            "acc_stderr,none": 0.004354133973166202,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.3888888888888889,
            "acc_norm_stderr,none": 0.01721904977482016,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "acc_norm,none": 0.552,
            "acc_norm_stderr,none": 0.03151438761115351,
            "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": 0.352,
            "acc_norm_stderr,none": 0.03026628805735993,
            "alias": "  - leaderboard_musr_team_allocation"
        }
    },
    "leaderboard": {
        "inst_level_loose_acc,none": 0.8069544364508393,
        "inst_level_loose_acc_stderr,none": "N/A",
        "acc,none": 0.3519780585106383,
        "acc_stderr,none": 0.004354133973166202,
        "prompt_level_strict_acc,none": 0.5988909426987061,
        "prompt_level_strict_acc_stderr,none": 0.021091536895520742,
        "acc_norm,none": 0.4448047736411986,
        "acc_norm_stderr,none": 0.00534133220030581,
        "exact_match,none": 0.061933534743202415,
        "exact_match_stderr,none": 0.00650754899354407,
        "inst_level_strict_acc,none": 0.6990407673860911,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.722735674676525,
        "prompt_level_loose_acc_stderr,none": 0.019263706963479364,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.49001909390730775,
        "acc_norm_stderr,none": 0.006247182981034899,
        "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": 0.5775401069518716,
        "acc_norm_stderr,none": 0.036218240207533565,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.472,
        "acc_norm_stderr,none": 0.0316364895315444,
        "alias": "  - leaderboard_bbh_date_understanding"
    },
    "leaderboard_bbh_disambiguation_qa": {
        "acc_norm,none": 0.556,
        "acc_norm_stderr,none": 0.03148684942554574,
        "alias": "  - leaderboard_bbh_disambiguation_qa"
    },
    "leaderboard_bbh_formal_fallacies": {
        "acc_norm,none": 0.584,
        "acc_norm_stderr,none": 0.031235856237014553,
        "alias": "  - leaderboard_bbh_formal_fallacies"
    },
    "leaderboard_bbh_geometric_shapes": {
        "acc_norm,none": 0.3,
        "acc_norm_stderr,none": 0.02904089347757585,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.556,
        "acc_norm_stderr,none": 0.03148684942554574,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.412,
        "acc_norm_stderr,none": 0.031191596026022898,
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "acc_norm,none": 0.464,
        "acc_norm_stderr,none": 0.031603975145223735,
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "acc_norm,none": 0.58,
        "acc_norm_stderr,none": 0.03127799950463662,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.456,
        "acc_norm_stderr,none": 0.03156328506121339,
        "alias": "  - leaderboard_bbh_movie_recommendation"
    },
    "leaderboard_bbh_navigate": {
        "acc_norm,none": 0.6,
        "acc_norm_stderr,none": 0.031046021028253244,
        "alias": "  - leaderboard_bbh_navigate"
    },
    "leaderboard_bbh_object_counting": {
        "acc_norm,none": 0.364,
        "acc_norm_stderr,none": 0.03049155522040556,
        "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": 0.64,
        "acc_norm_stderr,none": 0.030418764025174995,
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
    },
    "leaderboard_bbh_ruin_names": {
        "acc_norm,none": 0.748,
        "acc_norm_stderr,none": 0.02751385193303135,
        "alias": "  - leaderboard_bbh_ruin_names"
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "acc_norm,none": 0.44,
        "acc_norm_stderr,none": 0.03145724452223572,
        "alias": "  - leaderboard_bbh_salient_translation_error_detection"
    },
    "leaderboard_bbh_snarks": {
        "acc_norm,none": 0.4887640449438202,
        "acc_norm_stderr,none": 0.03757281091983852,
        "alias": "  - leaderboard_bbh_snarks"
    },
    "leaderboard_bbh_sports_understanding": {
        "acc_norm,none": 0.788,
        "acc_norm_stderr,none": 0.02590188469054114,
        "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": 0.023915513944486218,
        "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": 0.352,
        "acc_norm_stderr,none": 0.03026628805735994,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
    },
    "leaderboard_bbh_web_of_lies": {
        "acc_norm,none": 0.468,
        "acc_norm_stderr,none": 0.031621252575725504,
        "alias": "  - leaderboard_bbh_web_of_lies"
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.26174496644295303,
        "acc_norm_stderr,none": 0.01274321175794984,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "acc_norm,none": 0.25757575757575757,
        "acc_norm_stderr,none": 0.03115626951964683,
        "alias": "  - leaderboard_gpqa_diamond"
    },
    "leaderboard_gpqa_extended": {
        "acc_norm,none": 0.27472527472527475,
        "acc_norm_stderr,none": 0.019120635768881594,
        "alias": "  - leaderboard_gpqa_extended"
    },
    "leaderboard_gpqa_main": {
        "acc_norm,none": 0.24776785714285715,
        "acc_norm_stderr,none": 0.020419479344751273,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.5988909426987061,
        "prompt_level_strict_acc_stderr,none": 0.021091536895520742,
        "inst_level_strict_acc,none": 0.6990407673860911,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.722735674676525,
        "prompt_level_loose_acc_stderr,none": 0.019263706963479364,
        "inst_level_loose_acc,none": 0.8069544364508393,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": " - leaderboard_ifeval"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.061933534743202415,
        "exact_match_stderr,none": 0.00650754899354407,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "exact_match,none": 0.0749185667752443,
        "exact_match_stderr,none": 0.015049566811083536,
        "alias": "  - leaderboard_math_algebra_hard"
    },
    "leaderboard_math_counting_and_prob_hard": {
        "exact_match,none": 0.04878048780487805,
        "exact_match_stderr,none": 0.01950219655858805,
        "alias": "  - leaderboard_math_counting_and_prob_hard"
    },
    "leaderboard_math_geometry_hard": {
        "exact_match,none": 0.030303030303030304,
        "exact_match_stderr,none": 0.014977019714308225,
        "alias": "  - leaderboard_math_geometry_hard"
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "exact_match,none": 0.010714285714285714,
        "exact_match_stderr,none": 0.006163684194761578,
        "alias": "  - leaderboard_math_intermediate_algebra_hard"
    },
    "leaderboard_math_num_theory_hard": {
        "exact_match,none": 0.05194805194805195,
        "exact_match_stderr,none": 0.017941344490765013,
        "alias": "  - leaderboard_math_num_theory_hard"
    },
    "leaderboard_math_prealgebra_hard": {
        "exact_match,none": 0.16580310880829016,
        "exact_match_stderr,none": 0.026839845022314415,
        "alias": "  - leaderboard_math_prealgebra_hard"
    },
    "leaderboard_math_precalculus_hard": {
        "exact_match,none": 0.044444444444444446,
        "exact_match_stderr,none": 0.01780263602032454,
        "alias": "  - leaderboard_math_precalculus_hard"
    },
    "leaderboard_mmlu_pro": {
        "acc,none": 0.3519780585106383,
        "acc_stderr,none": 0.004354133973166202,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.3888888888888889,
        "acc_norm_stderr,none": 0.01721904977482016,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "acc_norm,none": 0.552,
        "acc_norm_stderr,none": 0.03151438761115351,
        "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": 0.352,
        "acc_norm_stderr,none": 0.03026628805735993,
        "alias": "  - leaderboard_musr_team_allocation"
    }
}

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