open-llm-leaderboard/EleutherAI__gpt-neo-125m-details

Dataset Card for Evaluation run of EleutherAI/gpt-neo-125m

Dataset automatically created during the evaluation run of model EleutherAI/gpt-neo-125m 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/EleutherAI__gpt-neo-125m-details",
    name="EleutherAI__gpt-neo-125m__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-08-27T08-59-07.258089 (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_strict_acc,none": 0.25539568345323743,
            "inst_level_strict_acc_stderr,none": "N/A",
            "exact_match,none": 0.004531722054380665,
            "exact_match_stderr,none": 0.0018466717829478893,
            "acc_norm,none": 0.3053573744973408,
            "acc_norm_stderr,none": 0.0050394734046583295,
            "inst_level_loose_acc,none": 0.2577937649880096,
            "inst_level_loose_acc_stderr,none": "N/A",
            "acc,none": 0.10255984042553191,
            "acc_stderr,none": 0.0027659259874078784,
            "prompt_level_loose_acc,none": 0.1256931608133087,
            "prompt_level_loose_acc_stderr,none": 0.014265627567173898,
            "prompt_level_strict_acc,none": 0.1256931608133087,
            "prompt_level_strict_acc_stderr,none": 0.014265627567173898,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.30914771741017183,
            "acc_norm_stderr,none": 0.00579854823316668,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "acc_norm,none": 0.468,
            "acc_norm_stderr,none": 0.03162125257572558,
            "alias": "  - leaderboard_bbh_boolean_expressions"
        },
        "leaderboard_bbh_causal_judgement": {
            "acc_norm,none": 0.5133689839572193,
            "acc_norm_stderr,none": 0.03664867131244299,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.22,
            "acc_norm_stderr,none": 0.026251792824605793,
            "alias": "  - leaderboard_bbh_date_understanding"
        },
        "leaderboard_bbh_disambiguation_qa": {
            "acc_norm,none": 0.312,
            "acc_norm_stderr,none": 0.02936106757521985,
            "alias": "  - leaderboard_bbh_disambiguation_qa"
        },
        "leaderboard_bbh_formal_fallacies": {
            "acc_norm,none": 0.488,
            "acc_norm_stderr,none": 0.03167708558254714,
            "alias": "  - leaderboard_bbh_formal_fallacies"
        },
        "leaderboard_bbh_geometric_shapes": {
            "acc_norm,none": 0.288,
            "acc_norm_stderr,none": 0.028697004587398253,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.492,
            "acc_norm_stderr,none": 0.03168215643141386,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.212,
            "acc_norm_stderr,none": 0.025901884690541117,
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "acc_norm,none": 0.124,
            "acc_norm_stderr,none": 0.020886382258673272,
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "acc_norm,none": 0.344,
            "acc_norm_stderr,none": 0.03010450339231644,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.272,
            "acc_norm_stderr,none": 0.028200088296309975,
            "alias": "  - leaderboard_bbh_movie_recommendation"
        },
        "leaderboard_bbh_navigate": {
            "acc_norm,none": 0.54,
            "acc_norm_stderr,none": 0.031584653891499004,
            "alias": "  - leaderboard_bbh_navigate"
        },
        "leaderboard_bbh_object_counting": {
            "acc_norm,none": 0.068,
            "acc_norm_stderr,none": 0.015953748410747037,
            "alias": "  - leaderboard_bbh_object_counting"
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "acc_norm,none": 0.2054794520547945,
            "acc_norm_stderr,none": 0.03355465401072847,
            "alias": "  - leaderboard_bbh_penguins_in_a_table"
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "acc_norm,none": 0.132,
            "acc_norm_stderr,none": 0.021450980824038166,
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
        },
        "leaderboard_bbh_ruin_names": {
            "acc_norm,none": 0.256,
            "acc_norm_stderr,none": 0.027657108718204846,
            "alias": "  - leaderboard_bbh_ruin_names"
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "acc_norm,none": 0.132,
            "acc_norm_stderr,none": 0.021450980824038166,
            "alias": "  - leaderboard_bbh_salient_translation_error_detection"
        },
        "leaderboard_bbh_snarks": {
            "acc_norm,none": 0.47752808988764045,
            "acc_norm_stderr,none": 0.03754432508487191,
            "alias": "  - leaderboard_bbh_snarks"
        },
        "leaderboard_bbh_sports_understanding": {
            "acc_norm,none": 0.46,
            "acc_norm_stderr,none": 0.031584653891499004,
            "alias": "  - leaderboard_bbh_sports_understanding"
        },
        "leaderboard_bbh_temporal_sequences": {
            "acc_norm,none": 0.264,
            "acc_norm_stderr,none": 0.027934518957690866,
            "alias": "  - leaderboard_bbh_temporal_sequences"
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "acc_norm,none": 0.196,
            "acc_norm_stderr,none": 0.025156857313255926,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "acc_norm,none": 0.172,
            "acc_norm_stderr,none": 0.02391551394448624,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "acc_norm,none": 0.332,
            "acc_norm_stderr,none": 0.029844039047465857,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
        },
        "leaderboard_bbh_web_of_lies": {
            "acc_norm,none": 0.508,
            "acc_norm_stderr,none": 0.03168215643141386,
            "alias": "  - leaderboard_bbh_web_of_lies"
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.2533557046979866,
            "acc_norm_stderr,none": 0.01260751789969255,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "acc_norm,none": 0.2828282828282828,
            "acc_norm_stderr,none": 0.032087795587867514,
            "alias": "  - leaderboard_gpqa_diamond"
        },
        "leaderboard_gpqa_extended": {
            "acc_norm,none": 0.2490842490842491,
            "acc_norm_stderr,none": 0.01852552347648428,
            "alias": "  - leaderboard_gpqa_extended"
        },
        "leaderboard_gpqa_main": {
            "acc_norm,none": 0.24553571428571427,
            "acc_norm_stderr,none": 0.020357428454484603,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.1256931608133087,
            "prompt_level_strict_acc_stderr,none": 0.014265627567173898,
            "inst_level_strict_acc,none": 0.25539568345323743,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.1256931608133087,
            "prompt_level_loose_acc_stderr,none": 0.014265627567173898,
            "inst_level_loose_acc,none": 0.2577937649880096,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": " - leaderboard_ifeval"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.004531722054380665,
            "exact_match_stderr,none": 0.0018466717829478893,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "exact_match,none": 0.009771986970684038,
            "exact_match_stderr,none": 0.005623391633915856,
            "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": 0.0,
            "exact_match_stderr,none": 0.0,
            "alias": "  - leaderboard_math_geometry_hard"
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "exact_match,none": 0.0035714285714285713,
            "exact_match_stderr,none": 0.0035714285714285713,
            "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": 0.007308424386792209,
            "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": 0.10255984042553191,
            "acc_stderr,none": 0.0027659259874078784,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.3584656084656085,
            "acc_norm_stderr,none": 0.017120140423076215,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "acc_norm,none": 0.484,
            "acc_norm_stderr,none": 0.03166998503010743,
            "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": 0.344,
            "acc_norm_stderr,none": 0.03010450339231644,
            "alias": "  - leaderboard_musr_team_allocation"
        }
    },
    "leaderboard": {
        "inst_level_strict_acc,none": 0.25539568345323743,
        "inst_level_strict_acc_stderr,none": "N/A",
        "exact_match,none": 0.004531722054380665,
        "exact_match_stderr,none": 0.0018466717829478893,
        "acc_norm,none": 0.3053573744973408,
        "acc_norm_stderr,none": 0.0050394734046583295,
        "inst_level_loose_acc,none": 0.2577937649880096,
        "inst_level_loose_acc_stderr,none": "N/A",
        "acc,none": 0.10255984042553191,
        "acc_stderr,none": 0.0027659259874078784,
        "prompt_level_loose_acc,none": 0.1256931608133087,
        "prompt_level_loose_acc_stderr,none": 0.014265627567173898,
        "prompt_level_strict_acc,none": 0.1256931608133087,
        "prompt_level_strict_acc_stderr,none": 0.014265627567173898,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.30914771741017183,
        "acc_norm_stderr,none": 0.00579854823316668,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "acc_norm,none": 0.468,
        "acc_norm_stderr,none": 0.03162125257572558,
        "alias": "  - leaderboard_bbh_boolean_expressions"
    },
    "leaderboard_bbh_causal_judgement": {
        "acc_norm,none": 0.5133689839572193,
        "acc_norm_stderr,none": 0.03664867131244299,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.22,
        "acc_norm_stderr,none": 0.026251792824605793,
        "alias": "  - leaderboard_bbh_date_understanding"
    },
    "leaderboard_bbh_disambiguation_qa": {
        "acc_norm,none": 0.312,
        "acc_norm_stderr,none": 0.02936106757521985,
        "alias": "  - leaderboard_bbh_disambiguation_qa"
    },
    "leaderboard_bbh_formal_fallacies": {
        "acc_norm,none": 0.488,
        "acc_norm_stderr,none": 0.03167708558254714,
        "alias": "  - leaderboard_bbh_formal_fallacies"
    },
    "leaderboard_bbh_geometric_shapes": {
        "acc_norm,none": 0.288,
        "acc_norm_stderr,none": 0.028697004587398253,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.492,
        "acc_norm_stderr,none": 0.03168215643141386,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.212,
        "acc_norm_stderr,none": 0.025901884690541117,
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "acc_norm,none": 0.124,
        "acc_norm_stderr,none": 0.020886382258673272,
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "acc_norm,none": 0.344,
        "acc_norm_stderr,none": 0.03010450339231644,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.272,
        "acc_norm_stderr,none": 0.028200088296309975,
        "alias": "  - leaderboard_bbh_movie_recommendation"
    },
    "leaderboard_bbh_navigate": {
        "acc_norm,none": 0.54,
        "acc_norm_stderr,none": 0.031584653891499004,
        "alias": "  - leaderboard_bbh_navigate"
    },
    "leaderboard_bbh_object_counting": {
        "acc_norm,none": 0.068,
        "acc_norm_stderr,none": 0.015953748410747037,
        "alias": "  - leaderboard_bbh_object_counting"
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "acc_norm,none": 0.2054794520547945,
        "acc_norm_stderr,none": 0.03355465401072847,
        "alias": "  - leaderboard_bbh_penguins_in_a_table"
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "acc_norm,none": 0.132,
        "acc_norm_stderr,none": 0.021450980824038166,
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
    },
    "leaderboard_bbh_ruin_names": {
        "acc_norm,none": 0.256,
        "acc_norm_stderr,none": 0.027657108718204846,
        "alias": "  - leaderboard_bbh_ruin_names"
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "acc_norm,none": 0.132,
        "acc_norm_stderr,none": 0.021450980824038166,
        "alias": "  - leaderboard_bbh_salient_translation_error_detection"
    },
    "leaderboard_bbh_snarks": {
        "acc_norm,none": 0.47752808988764045,
        "acc_norm_stderr,none": 0.03754432508487191,
        "alias": "  - leaderboard_bbh_snarks"
    },
    "leaderboard_bbh_sports_understanding": {
        "acc_norm,none": 0.46,
        "acc_norm_stderr,none": 0.031584653891499004,
        "alias": "  - leaderboard_bbh_sports_understanding"
    },
    "leaderboard_bbh_temporal_sequences": {
        "acc_norm,none": 0.264,
        "acc_norm_stderr,none": 0.027934518957690866,
        "alias": "  - leaderboard_bbh_temporal_sequences"
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "acc_norm,none": 0.196,
        "acc_norm_stderr,none": 0.025156857313255926,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "acc_norm,none": 0.172,
        "acc_norm_stderr,none": 0.02391551394448624,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "acc_norm,none": 0.332,
        "acc_norm_stderr,none": 0.029844039047465857,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
    },
    "leaderboard_bbh_web_of_lies": {
        "acc_norm,none": 0.508,
        "acc_norm_stderr,none": 0.03168215643141386,
        "alias": "  - leaderboard_bbh_web_of_lies"
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.2533557046979866,
        "acc_norm_stderr,none": 0.01260751789969255,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "acc_norm,none": 0.2828282828282828,
        "acc_norm_stderr,none": 0.032087795587867514,
        "alias": "  - leaderboard_gpqa_diamond"
    },
    "leaderboard_gpqa_extended": {
        "acc_norm,none": 0.2490842490842491,
        "acc_norm_stderr,none": 0.01852552347648428,
        "alias": "  - leaderboard_gpqa_extended"
    },
    "leaderboard_gpqa_main": {
        "acc_norm,none": 0.24553571428571427,
        "acc_norm_stderr,none": 0.020357428454484603,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.1256931608133087,
        "prompt_level_strict_acc_stderr,none": 0.014265627567173898,
        "inst_level_strict_acc,none": 0.25539568345323743,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.1256931608133087,
        "prompt_level_loose_acc_stderr,none": 0.014265627567173898,
        "inst_level_loose_acc,none": 0.2577937649880096,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": " - leaderboard_ifeval"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.004531722054380665,
        "exact_match_stderr,none": 0.0018466717829478893,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "exact_match,none": 0.009771986970684038,
        "exact_match_stderr,none": 0.005623391633915856,
        "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": 0.0,
        "exact_match_stderr,none": 0.0,
        "alias": "  - leaderboard_math_geometry_hard"
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "exact_match,none": 0.0035714285714285713,
        "exact_match_stderr,none": 0.0035714285714285713,
        "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": 0.007308424386792209,
        "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": 0.10255984042553191,
        "acc_stderr,none": 0.0027659259874078784,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.3584656084656085,
        "acc_norm_stderr,none": 0.017120140423076215,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "acc_norm,none": 0.484,
        "acc_norm_stderr,none": 0.03166998503010743,
        "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": 0.344,
        "acc_norm_stderr,none": 0.03010450339231644,
        "alias": "  - leaderboard_musr_team_allocation"
    }
}

Dataset Details

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Dataset Structure

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Dataset Creation

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Source Data

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Bias, Risks, and Limitations

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