open-llm-leaderboard/meta-llama__Llama-3.3-70B-Instruct-details

Dataset Card for Evaluation run of meta-llama/Llama-3.3-70B-Instruct

Dataset automatically created during the evaluation run of model meta-llama/Llama-3.3-70B-Instruct 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/meta-llama__Llama-3.3-70B-Instruct-details",
    name="meta-llama__Llama-3.3-70B-Instruct__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-12-04T14-39-18.066641 (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": 0.5331615691489362,
            "acc_stderr,none": 0.004548433564124718,
            "prompt_level_loose_acc,none": 0.8927911275415896,
            "prompt_level_loose_acc_stderr,none": 0.01331353600556568,
            "acc_norm,none": 0.6112336230380075,
            "acc_norm_stderr,none": 0.004909869995586035,
            "prompt_level_strict_acc,none": 0.8798521256931608,
            "prompt_level_strict_acc_stderr,none": 0.01399155582686473,
            "exact_match,none": 0.0022658610271903325,
            "exact_match_stderr,none": 0.001305703553131165,
            "inst_level_strict_acc,none": 0.919664268585132,
            "inst_level_strict_acc_stderr,none": "N/A",
            "inst_level_loose_acc,none": 0.9280575539568345,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.6915466064919285,
            "acc_norm_stderr,none": 0.00548646607671526,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "alias": "  - leaderboard_bbh_boolean_expressions",
            "acc_norm,none": 0.916,
            "acc_norm_stderr,none": 0.017578738526776348
        },
        "leaderboard_bbh_causal_judgement": {
            "alias": "  - leaderboard_bbh_causal_judgement",
            "acc_norm,none": 0.679144385026738,
            "acc_norm_stderr,none": 0.03422783320926161
        },
        "leaderboard_bbh_date_understanding": {
            "alias": "  - leaderboard_bbh_date_understanding",
            "acc_norm,none": 0.704,
            "acc_norm_stderr,none": 0.028928939388379697
        },
        "leaderboard_bbh_disambiguation_qa": {
            "alias": "  - leaderboard_bbh_disambiguation_qa",
            "acc_norm,none": 0.664,
            "acc_norm_stderr,none": 0.029933259094191533
        },
        "leaderboard_bbh_formal_fallacies": {
            "alias": "  - leaderboard_bbh_formal_fallacies",
            "acc_norm,none": 0.82,
            "acc_norm_stderr,none": 0.02434689065029351
        },
        "leaderboard_bbh_geometric_shapes": {
            "alias": "  - leaderboard_bbh_geometric_shapes",
            "acc_norm,none": 0.352,
            "acc_norm_stderr,none": 0.030266288057359866
        },
        "leaderboard_bbh_hyperbaton": {
            "alias": "  - leaderboard_bbh_hyperbaton",
            "acc_norm,none": 0.708,
            "acc_norm_stderr,none": 0.028814320402205634
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
            "acc_norm,none": 0.656,
            "acc_norm_stderr,none": 0.03010450339231644
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
            "acc_norm,none": 0.624,
            "acc_norm_stderr,none": 0.03069633626739458
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
            "acc_norm,none": 0.92,
            "acc_norm_stderr,none": 0.017192507941463025
        },
        "leaderboard_bbh_movie_recommendation": {
            "alias": "  - leaderboard_bbh_movie_recommendation",
            "acc_norm,none": 0.784,
            "acc_norm_stderr,none": 0.02607865766373279
        },
        "leaderboard_bbh_navigate": {
            "alias": "  - leaderboard_bbh_navigate",
            "acc_norm,none": 0.696,
            "acc_norm_stderr,none": 0.029150213374159652
        },
        "leaderboard_bbh_object_counting": {
            "alias": "  - leaderboard_bbh_object_counting",
            "acc_norm,none": 0.58,
            "acc_norm_stderr,none": 0.03127799950463661
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "alias": "  - leaderboard_bbh_penguins_in_a_table",
            "acc_norm,none": 0.6438356164383562,
            "acc_norm_stderr,none": 0.03976754138601307
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
            "acc_norm,none": 0.892,
            "acc_norm_stderr,none": 0.019669559381568776
        },
        "leaderboard_bbh_ruin_names": {
            "alias": "  - leaderboard_bbh_ruin_names",
            "acc_norm,none": 0.852,
            "acc_norm_stderr,none": 0.022503547243806186
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "alias": "  - leaderboard_bbh_salient_translation_error_detection",
            "acc_norm,none": 0.672,
            "acc_norm_stderr,none": 0.029752391824475363
        },
        "leaderboard_bbh_snarks": {
            "alias": "  - leaderboard_bbh_snarks",
            "acc_norm,none": 0.8033707865168539,
            "acc_norm_stderr,none": 0.029874139553421764
        },
        "leaderboard_bbh_sports_understanding": {
            "alias": "  - leaderboard_bbh_sports_understanding",
            "acc_norm,none": 0.952,
            "acc_norm_stderr,none": 0.013546884228085683
        },
        "leaderboard_bbh_temporal_sequences": {
            "alias": "  - leaderboard_bbh_temporal_sequences",
            "acc_norm,none": 1.0,
            "acc_norm_stderr,none": 0.0
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
            "acc_norm,none": 0.324,
            "acc_norm_stderr,none": 0.029658294924545567
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
            "acc_norm,none": 0.26,
            "acc_norm_stderr,none": 0.027797315752644335
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
            "acc_norm,none": 0.36,
            "acc_norm_stderr,none": 0.03041876402517494
        },
        "leaderboard_bbh_web_of_lies": {
            "alias": "  - leaderboard_bbh_web_of_lies",
            "acc_norm,none": 0.744,
            "acc_norm_stderr,none": 0.027657108718204846
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.3288590604026846,
            "acc_norm_stderr,none": 0.013615253350667551,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "alias": "  - leaderboard_gpqa_diamond",
            "acc_norm,none": 0.29292929292929293,
            "acc_norm_stderr,none": 0.032424979581788145
        },
        "leaderboard_gpqa_extended": {
            "alias": "  - leaderboard_gpqa_extended",
            "acc_norm,none": 0.3424908424908425,
            "acc_norm_stderr,none": 0.02032718003704072
        },
        "leaderboard_gpqa_main": {
            "alias": "  - leaderboard_gpqa_main",
            "acc_norm,none": 0.328125,
            "acc_norm_stderr,none": 0.0222080353262888
        },
        "leaderboard_ifeval": {
            "alias": " - leaderboard_ifeval",
            "prompt_level_strict_acc,none": 0.8798521256931608,
            "prompt_level_strict_acc_stderr,none": 0.013991555826864732,
            "inst_level_strict_acc,none": 0.919664268585132,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.8927911275415896,
            "prompt_level_loose_acc_stderr,none": 0.01331353600556568,
            "inst_level_loose_acc,none": 0.9280575539568345,
            "inst_level_loose_acc_stderr,none": "N/A"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.0022658610271903325,
            "exact_match_stderr,none": 0.001305703553131165,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "alias": "  - leaderboard_math_algebra_hard",
            "exact_match,none": 0.0,
            "exact_match_stderr,none": 0.0
        },
        "leaderboard_math_counting_and_prob_hard": {
            "alias": "  - leaderboard_math_counting_and_prob_hard",
            "exact_match,none": 0.0,
            "exact_match_stderr,none": 0.0
        },
        "leaderboard_math_geometry_hard": {
            "alias": "  - leaderboard_math_geometry_hard",
            "exact_match,none": 0.0,
            "exact_match_stderr,none": 0.0
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "alias": "  - leaderboard_math_intermediate_algebra_hard",
            "exact_match,none": 0.0,
            "exact_match_stderr,none": 0.0
        },
        "leaderboard_math_num_theory_hard": {
            "alias": "  - leaderboard_math_num_theory_hard",
            "exact_match,none": 0.006493506493506494,
            "exact_match_stderr,none": 0.006493506493506494
        },
        "leaderboard_math_prealgebra_hard": {
            "alias": "  - leaderboard_math_prealgebra_hard",
            "exact_match,none": 0.010362694300518135,
            "exact_match_stderr,none": 0.007308424386792209
        },
        "leaderboard_math_precalculus_hard": {
            "alias": "  - leaderboard_math_precalculus_hard",
            "exact_match,none": 0.0,
            "exact_match_stderr,none": 0.0
        },
        "leaderboard_mmlu_pro": {
            "alias": " - leaderboard_mmlu_pro",
            "acc,none": 0.5331615691489362,
            "acc_stderr,none": 0.004548433564124718
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.4444444444444444,
            "acc_norm_stderr,none": 0.017253293554553326,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "alias": "  - leaderboard_musr_murder_mysteries",
            "acc_norm,none": 0.536,
            "acc_norm_stderr,none": 0.031603975145223735
        },
        "leaderboard_musr_object_placements": {
            "alias": "  - leaderboard_musr_object_placements",
            "acc_norm,none": 0.234375,
            "acc_norm_stderr,none": 0.02652733398834892
        },
        "leaderboard_musr_team_allocation": {
            "alias": "  - leaderboard_musr_team_allocation",
            "acc_norm,none": 0.568,
            "acc_norm_stderr,none": 0.03139181076542941
        }
    },
    "leaderboard": {
        "acc,none": 0.5331615691489362,
        "acc_stderr,none": 0.004548433564124718,
        "prompt_level_loose_acc,none": 0.8927911275415896,
        "prompt_level_loose_acc_stderr,none": 0.01331353600556568,
        "acc_norm,none": 0.6112336230380075,
        "acc_norm_stderr,none": 0.004909869995586035,
        "prompt_level_strict_acc,none": 0.8798521256931608,
        "prompt_level_strict_acc_stderr,none": 0.01399155582686473,
        "exact_match,none": 0.0022658610271903325,
        "exact_match_stderr,none": 0.001305703553131165,
        "inst_level_strict_acc,none": 0.919664268585132,
        "inst_level_strict_acc_stderr,none": "N/A",
        "inst_level_loose_acc,none": 0.9280575539568345,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.6915466064919285,
        "acc_norm_stderr,none": 0.00548646607671526,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "alias": "  - leaderboard_bbh_boolean_expressions",
        "acc_norm,none": 0.916,
        "acc_norm_stderr,none": 0.017578738526776348
    },
    "leaderboard_bbh_causal_judgement": {
        "alias": "  - leaderboard_bbh_causal_judgement",
        "acc_norm,none": 0.679144385026738,
        "acc_norm_stderr,none": 0.03422783320926161
    },
    "leaderboard_bbh_date_understanding": {
        "alias": "  - leaderboard_bbh_date_understanding",
        "acc_norm,none": 0.704,
        "acc_norm_stderr,none": 0.028928939388379697
    },
    "leaderboard_bbh_disambiguation_qa": {
        "alias": "  - leaderboard_bbh_disambiguation_qa",
        "acc_norm,none": 0.664,
        "acc_norm_stderr,none": 0.029933259094191533
    },
    "leaderboard_bbh_formal_fallacies": {
        "alias": "  - leaderboard_bbh_formal_fallacies",
        "acc_norm,none": 0.82,
        "acc_norm_stderr,none": 0.02434689065029351
    },
    "leaderboard_bbh_geometric_shapes": {
        "alias": "  - leaderboard_bbh_geometric_shapes",
        "acc_norm,none": 0.352,
        "acc_norm_stderr,none": 0.030266288057359866
    },
    "leaderboard_bbh_hyperbaton": {
        "alias": "  - leaderboard_bbh_hyperbaton",
        "acc_norm,none": 0.708,
        "acc_norm_stderr,none": 0.028814320402205634
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
        "acc_norm,none": 0.656,
        "acc_norm_stderr,none": 0.03010450339231644
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
        "acc_norm,none": 0.624,
        "acc_norm_stderr,none": 0.03069633626739458
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
        "acc_norm,none": 0.92,
        "acc_norm_stderr,none": 0.017192507941463025
    },
    "leaderboard_bbh_movie_recommendation": {
        "alias": "  - leaderboard_bbh_movie_recommendation",
        "acc_norm,none": 0.784,
        "acc_norm_stderr,none": 0.02607865766373279
    },
    "leaderboard_bbh_navigate": {
        "alias": "  - leaderboard_bbh_navigate",
        "acc_norm,none": 0.696,
        "acc_norm_stderr,none": 0.029150213374159652
    },
    "leaderboard_bbh_object_counting": {
        "alias": "  - leaderboard_bbh_object_counting",
        "acc_norm,none": 0.58,
        "acc_norm_stderr,none": 0.03127799950463661
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "alias": "  - leaderboard_bbh_penguins_in_a_table",
        "acc_norm,none": 0.6438356164383562,
        "acc_norm_stderr,none": 0.03976754138601307
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
        "acc_norm,none": 0.892,
        "acc_norm_stderr,none": 0.019669559381568776
    },
    "leaderboard_bbh_ruin_names": {
        "alias": "  - leaderboard_bbh_ruin_names",
        "acc_norm,none": 0.852,
        "acc_norm_stderr,none": 0.022503547243806186
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "alias": "  - leaderboard_bbh_salient_translation_error_detection",
        "acc_norm,none": 0.672,
        "acc_norm_stderr,none": 0.029752391824475363
    },
    "leaderboard_bbh_snarks": {
        "alias": "  - leaderboard_bbh_snarks",
        "acc_norm,none": 0.8033707865168539,
        "acc_norm_stderr,none": 0.029874139553421764
    },
    "leaderboard_bbh_sports_understanding": {
        "alias": "  - leaderboard_bbh_sports_understanding",
        "acc_norm,none": 0.952,
        "acc_norm_stderr,none": 0.013546884228085683
    },
    "leaderboard_bbh_temporal_sequences": {
        "alias": "  - leaderboard_bbh_temporal_sequences",
        "acc_norm,none": 1.0,
        "acc_norm_stderr,none": 0.0
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
        "acc_norm,none": 0.324,
        "acc_norm_stderr,none": 0.029658294924545567
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
        "acc_norm,none": 0.26,
        "acc_norm_stderr,none": 0.027797315752644335
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
        "acc_norm,none": 0.36,
        "acc_norm_stderr,none": 0.03041876402517494
    },
    "leaderboard_bbh_web_of_lies": {
        "alias": "  - leaderboard_bbh_web_of_lies",
        "acc_norm,none": 0.744,
        "acc_norm_stderr,none": 0.027657108718204846
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.3288590604026846,
        "acc_norm_stderr,none": 0.013615253350667551,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "alias": "  - leaderboard_gpqa_diamond",
        "acc_norm,none": 0.29292929292929293,
        "acc_norm_stderr,none": 0.032424979581788145
    },
    "leaderboard_gpqa_extended": {
        "alias": "  - leaderboard_gpqa_extended",
        "acc_norm,none": 0.3424908424908425,
        "acc_norm_stderr,none": 0.02032718003704072
    },
    "leaderboard_gpqa_main": {
        "alias": "  - leaderboard_gpqa_main",
        "acc_norm,none": 0.328125,
        "acc_norm_stderr,none": 0.0222080353262888
    },
    "leaderboard_ifeval": {
        "alias": " - leaderboard_ifeval",
        "prompt_level_strict_acc,none": 0.8798521256931608,
        "prompt_level_strict_acc_stderr,none": 0.013991555826864732,
        "inst_level_strict_acc,none": 0.919664268585132,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.8927911275415896,
        "prompt_level_loose_acc_stderr,none": 0.01331353600556568,
        "inst_level_loose_acc,none": 0.9280575539568345,
        "inst_level_loose_acc_stderr,none": "N/A"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.0022658610271903325,
        "exact_match_stderr,none": 0.001305703553131165,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "alias": "  - leaderboard_math_algebra_hard",
        "exact_match,none": 0.0,
        "exact_match_stderr,none": 0.0
    },
    "leaderboard_math_counting_and_prob_hard": {
        "alias": "  - leaderboard_math_counting_and_prob_hard",
        "exact_match,none": 0.0,
        "exact_match_stderr,none": 0.0
    },
    "leaderboard_math_geometry_hard": {
        "alias": "  - leaderboard_math_geometry_hard",
        "exact_match,none": 0.0,
        "exact_match_stderr,none": 0.0
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "alias": "  - leaderboard_math_intermediate_algebra_hard",
        "exact_match,none": 0.0,
        "exact_match_stderr,none": 0.0
    },
    "leaderboard_math_num_theory_hard": {
        "alias": "  - leaderboard_math_num_theory_hard",
        "exact_match,none": 0.006493506493506494,
        "exact_match_stderr,none": 0.006493506493506494
    },
    "leaderboard_math_prealgebra_hard": {
        "alias": "  - leaderboard_math_prealgebra_hard",
        "exact_match,none": 0.010362694300518135,
        "exact_match_stderr,none": 0.007308424386792209
    },
    "leaderboard_math_precalculus_hard": {
        "alias": "  - leaderboard_math_precalculus_hard",
        "exact_match,none": 0.0,
        "exact_match_stderr,none": 0.0
    },
    "leaderboard_mmlu_pro": {
        "alias": " - leaderboard_mmlu_pro",
        "acc,none": 0.5331615691489362,
        "acc_stderr,none": 0.004548433564124718
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.4444444444444444,
        "acc_norm_stderr,none": 0.017253293554553326,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "alias": "  - leaderboard_musr_murder_mysteries",
        "acc_norm,none": 0.536,
        "acc_norm_stderr,none": 0.031603975145223735
    },
    "leaderboard_musr_object_placements": {
        "alias": "  - leaderboard_musr_object_placements",
        "acc_norm,none": 0.234375,
        "acc_norm_stderr,none": 0.02652733398834892
    },
    "leaderboard_musr_team_allocation": {
        "alias": "  - leaderboard_musr_team_allocation",
        "acc_norm,none": 0.568,
        "acc_norm_stderr,none": 0.03139181076542941
    }
}

Dataset Details

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Personal and Sensitive Information

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Bias, Risks, and Limitations

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Recommendations

Users should be made aware of the risks, biases and limitations of the dataset. More information needed for further recommendations.

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