open-llm-leaderboard/ehristoforu__mllama-3.1-8b-instruct-details

Dataset Card for Evaluation run of ehristoforu/mllama-3.1-8b-instruct

Dataset automatically created during the evaluation run of model ehristoforu/mllama-3.1-8b-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/ehristoforu__mllama-3.1-8b-instruct-details",
    name="ehristoforu__mllama-3.1-8b-instruct__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-12-05T09-47-32.077524 (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": 0.4592326139088729,
            "inst_level_loose_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.3345656192236599,
            "prompt_level_loose_acc_stderr,none": 0.02030469137804569,
            "exact_match,none": 0.27341389728096677,
            "exact_match_stderr,none": 0.011168605699265496,
            "prompt_level_strict_acc,none": 0.27911275415896486,
            "prompt_level_strict_acc_stderr,none": 0.019303080958497275,
            "inst_level_strict_acc,none": 0.41247002398081534,
            "inst_level_strict_acc_stderr,none": "N/A",
            "acc_norm,none": 0.4269036191464522,
            "acc_norm_stderr,none": 0.005249102486058404,
            "acc,none": 0.2533244680851064,
            "acc_stderr,none": 0.0039650956322006175,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.4710987675750738,
            "acc_norm_stderr,none": 0.0061260313534800236,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "alias": "  - leaderboard_bbh_boolean_expressions",
            "acc_norm,none": 0.852,
            "acc_norm_stderr,none": 0.022503547243806186
        },
        "leaderboard_bbh_causal_judgement": {
            "alias": "  - leaderboard_bbh_causal_judgement",
            "acc_norm,none": 0.6363636363636364,
            "acc_norm_stderr,none": 0.03527198153014412
        },
        "leaderboard_bbh_date_understanding": {
            "alias": "  - leaderboard_bbh_date_understanding",
            "acc_norm,none": 0.384,
            "acc_norm_stderr,none": 0.030821679117375447
        },
        "leaderboard_bbh_disambiguation_qa": {
            "alias": "  - leaderboard_bbh_disambiguation_qa",
            "acc_norm,none": 0.58,
            "acc_norm_stderr,none": 0.03127799950463661
        },
        "leaderboard_bbh_formal_fallacies": {
            "alias": "  - leaderboard_bbh_formal_fallacies",
            "acc_norm,none": 0.572,
            "acc_norm_stderr,none": 0.031355968923772626
        },
        "leaderboard_bbh_geometric_shapes": {
            "alias": "  - leaderboard_bbh_geometric_shapes",
            "acc_norm,none": 0.408,
            "acc_norm_stderr,none": 0.031145209846548512
        },
        "leaderboard_bbh_hyperbaton": {
            "alias": "  - leaderboard_bbh_hyperbaton",
            "acc_norm,none": 0.64,
            "acc_norm_stderr,none": 0.03041876402517494
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
            "acc_norm,none": 0.404,
            "acc_norm_stderr,none": 0.03109668818482536
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
            "acc_norm,none": 0.364,
            "acc_norm_stderr,none": 0.030491555220405475
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
            "acc_norm,none": 0.516,
            "acc_norm_stderr,none": 0.03166998503010743
        },
        "leaderboard_bbh_movie_recommendation": {
            "alias": "  - leaderboard_bbh_movie_recommendation",
            "acc_norm,none": 0.688,
            "acc_norm_stderr,none": 0.029361067575219852
        },
        "leaderboard_bbh_navigate": {
            "alias": "  - leaderboard_bbh_navigate",
            "acc_norm,none": 0.624,
            "acc_norm_stderr,none": 0.03069633626739458
        },
        "leaderboard_bbh_object_counting": {
            "alias": "  - leaderboard_bbh_object_counting",
            "acc_norm,none": 0.448,
            "acc_norm_stderr,none": 0.03151438761115349
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "alias": "  - leaderboard_bbh_penguins_in_a_table",
            "acc_norm,none": 0.3972602739726027,
            "acc_norm_stderr,none": 0.04063670403888034
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
            "acc_norm,none": 0.568,
            "acc_norm_stderr,none": 0.03139181076542941
        },
        "leaderboard_bbh_ruin_names": {
            "alias": "  - leaderboard_bbh_ruin_names",
            "acc_norm,none": 0.536,
            "acc_norm_stderr,none": 0.031603975145223735
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "alias": "  - leaderboard_bbh_salient_translation_error_detection",
            "acc_norm,none": 0.432,
            "acc_norm_stderr,none": 0.03139181076542942
        },
        "leaderboard_bbh_snarks": {
            "alias": "  - leaderboard_bbh_snarks",
            "acc_norm,none": 0.4887640449438202,
            "acc_norm_stderr,none": 0.03757281091983857
        },
        "leaderboard_bbh_sports_understanding": {
            "alias": "  - leaderboard_bbh_sports_understanding",
            "acc_norm,none": 0.608,
            "acc_norm_stderr,none": 0.030938207620401222
        },
        "leaderboard_bbh_temporal_sequences": {
            "alias": "  - leaderboard_bbh_temporal_sequences",
            "acc_norm,none": 0.08,
            "acc_norm_stderr,none": 0.017192507941463025
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
            "acc_norm,none": 0.148,
            "acc_norm_stderr,none": 0.022503547243806186
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
            "acc_norm,none": 0.116,
            "acc_norm_stderr,none": 0.020293429803083823
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
            "acc_norm,none": 0.28,
            "acc_norm_stderr,none": 0.02845414827783231
        },
        "leaderboard_bbh_web_of_lies": {
            "alias": "  - leaderboard_bbh_web_of_lies",
            "acc_norm,none": 0.552,
            "acc_norm_stderr,none": 0.03151438761115348
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.2701342281879195,
            "acc_norm_stderr,none": 0.012870506223681336,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "alias": "  - leaderboard_gpqa_diamond",
            "acc_norm,none": 0.2878787878787879,
            "acc_norm_stderr,none": 0.03225883512300998
        },
        "leaderboard_gpqa_extended": {
            "alias": "  - leaderboard_gpqa_extended",
            "acc_norm,none": 0.2783882783882784,
            "acc_norm_stderr,none": 0.01919901779044858
        },
        "leaderboard_gpqa_main": {
            "alias": "  - leaderboard_gpqa_main",
            "acc_norm,none": 0.25223214285714285,
            "acc_norm_stderr,none": 0.02054139101648796
        },
        "leaderboard_ifeval": {
            "alias": " - leaderboard_ifeval",
            "prompt_level_strict_acc,none": 0.27911275415896486,
            "prompt_level_strict_acc_stderr,none": 0.019303080958497275,
            "inst_level_strict_acc,none": 0.41247002398081534,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.3345656192236599,
            "prompt_level_loose_acc_stderr,none": 0.02030469137804569,
            "inst_level_loose_acc,none": 0.4592326139088729,
            "inst_level_loose_acc_stderr,none": "N/A"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.27341389728096677,
            "exact_match_stderr,none": 0.011168605699265496,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "alias": "  - leaderboard_math_algebra_hard",
            "exact_match,none": 0.511400651465798,
            "exact_match_stderr,none": 0.028575666389919215
        },
        "leaderboard_math_counting_and_prob_hard": {
            "alias": "  - leaderboard_math_counting_and_prob_hard",
            "exact_match,none": 0.14634146341463414,
            "exact_match_stderr,none": 0.03199969768047477
        },
        "leaderboard_math_geometry_hard": {
            "alias": "  - leaderboard_math_geometry_hard",
            "exact_match,none": 0.15151515151515152,
            "exact_match_stderr,none": 0.03132668427893629
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "alias": "  - leaderboard_math_intermediate_algebra_hard",
            "exact_match,none": 0.07142857142857142,
            "exact_match_stderr,none": 0.015418479185779361
        },
        "leaderboard_math_num_theory_hard": {
            "alias": "  - leaderboard_math_num_theory_hard",
            "exact_match,none": 0.2532467532467532,
            "exact_match_stderr,none": 0.035157241113655854
        },
        "leaderboard_math_prealgebra_hard": {
            "alias": "  - leaderboard_math_prealgebra_hard",
            "exact_match,none": 0.48704663212435234,
            "exact_match_stderr,none": 0.03607228061047752
        },
        "leaderboard_math_precalculus_hard": {
            "alias": "  - leaderboard_math_precalculus_hard",
            "exact_match,none": 0.1037037037037037,
            "exact_match_stderr,none": 0.02633725661744443
        },
        "leaderboard_mmlu_pro": {
            "alias": " - leaderboard_mmlu_pro",
            "acc,none": 0.2533244680851064,
            "acc_stderr,none": 0.0039650956322006175
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.3373015873015873,
            "acc_norm_stderr,none": 0.01655170197798006,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "alias": "  - leaderboard_musr_murder_mysteries",
            "acc_norm,none": 0.524,
            "acc_norm_stderr,none": 0.03164968895968774
        },
        "leaderboard_musr_object_placements": {
            "alias": "  - leaderboard_musr_object_placements",
            "acc_norm,none": 0.25,
            "acc_norm_stderr,none": 0.02711630722733202
        },
        "leaderboard_musr_team_allocation": {
            "alias": "  - leaderboard_musr_team_allocation",
            "acc_norm,none": 0.24,
            "acc_norm_stderr,none": 0.027065293652238982
        }
    },
    "leaderboard": {
        "inst_level_loose_acc,none": 0.4592326139088729,
        "inst_level_loose_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.3345656192236599,
        "prompt_level_loose_acc_stderr,none": 0.02030469137804569,
        "exact_match,none": 0.27341389728096677,
        "exact_match_stderr,none": 0.011168605699265496,
        "prompt_level_strict_acc,none": 0.27911275415896486,
        "prompt_level_strict_acc_stderr,none": 0.019303080958497275,
        "inst_level_strict_acc,none": 0.41247002398081534,
        "inst_level_strict_acc_stderr,none": "N/A",
        "acc_norm,none": 0.4269036191464522,
        "acc_norm_stderr,none": 0.005249102486058404,
        "acc,none": 0.2533244680851064,
        "acc_stderr,none": 0.0039650956322006175,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.4710987675750738,
        "acc_norm_stderr,none": 0.0061260313534800236,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "alias": "  - leaderboard_bbh_boolean_expressions",
        "acc_norm,none": 0.852,
        "acc_norm_stderr,none": 0.022503547243806186
    },
    "leaderboard_bbh_causal_judgement": {
        "alias": "  - leaderboard_bbh_causal_judgement",
        "acc_norm,none": 0.6363636363636364,
        "acc_norm_stderr,none": 0.03527198153014412
    },
    "leaderboard_bbh_date_understanding": {
        "alias": "  - leaderboard_bbh_date_understanding",
        "acc_norm,none": 0.384,
        "acc_norm_stderr,none": 0.030821679117375447
    },
    "leaderboard_bbh_disambiguation_qa": {
        "alias": "  - leaderboard_bbh_disambiguation_qa",
        "acc_norm,none": 0.58,
        "acc_norm_stderr,none": 0.03127799950463661
    },
    "leaderboard_bbh_formal_fallacies": {
        "alias": "  - leaderboard_bbh_formal_fallacies",
        "acc_norm,none": 0.572,
        "acc_norm_stderr,none": 0.031355968923772626
    },
    "leaderboard_bbh_geometric_shapes": {
        "alias": "  - leaderboard_bbh_geometric_shapes",
        "acc_norm,none": 0.408,
        "acc_norm_stderr,none": 0.031145209846548512
    },
    "leaderboard_bbh_hyperbaton": {
        "alias": "  - leaderboard_bbh_hyperbaton",
        "acc_norm,none": 0.64,
        "acc_norm_stderr,none": 0.03041876402517494
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
        "acc_norm,none": 0.404,
        "acc_norm_stderr,none": 0.03109668818482536
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
        "acc_norm,none": 0.364,
        "acc_norm_stderr,none": 0.030491555220405475
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
        "acc_norm,none": 0.516,
        "acc_norm_stderr,none": 0.03166998503010743
    },
    "leaderboard_bbh_movie_recommendation": {
        "alias": "  - leaderboard_bbh_movie_recommendation",
        "acc_norm,none": 0.688,
        "acc_norm_stderr,none": 0.029361067575219852
    },
    "leaderboard_bbh_navigate": {
        "alias": "  - leaderboard_bbh_navigate",
        "acc_norm,none": 0.624,
        "acc_norm_stderr,none": 0.03069633626739458
    },
    "leaderboard_bbh_object_counting": {
        "alias": "  - leaderboard_bbh_object_counting",
        "acc_norm,none": 0.448,
        "acc_norm_stderr,none": 0.03151438761115349
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "alias": "  - leaderboard_bbh_penguins_in_a_table",
        "acc_norm,none": 0.3972602739726027,
        "acc_norm_stderr,none": 0.04063670403888034
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
        "acc_norm,none": 0.568,
        "acc_norm_stderr,none": 0.03139181076542941
    },
    "leaderboard_bbh_ruin_names": {
        "alias": "  - leaderboard_bbh_ruin_names",
        "acc_norm,none": 0.536,
        "acc_norm_stderr,none": 0.031603975145223735
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "alias": "  - leaderboard_bbh_salient_translation_error_detection",
        "acc_norm,none": 0.432,
        "acc_norm_stderr,none": 0.03139181076542942
    },
    "leaderboard_bbh_snarks": {
        "alias": "  - leaderboard_bbh_snarks",
        "acc_norm,none": 0.4887640449438202,
        "acc_norm_stderr,none": 0.03757281091983857
    },
    "leaderboard_bbh_sports_understanding": {
        "alias": "  - leaderboard_bbh_sports_understanding",
        "acc_norm,none": 0.608,
        "acc_norm_stderr,none": 0.030938207620401222
    },
    "leaderboard_bbh_temporal_sequences": {
        "alias": "  - leaderboard_bbh_temporal_sequences",
        "acc_norm,none": 0.08,
        "acc_norm_stderr,none": 0.017192507941463025
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
        "acc_norm,none": 0.148,
        "acc_norm_stderr,none": 0.022503547243806186
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
        "acc_norm,none": 0.116,
        "acc_norm_stderr,none": 0.020293429803083823
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
        "acc_norm,none": 0.28,
        "acc_norm_stderr,none": 0.02845414827783231
    },
    "leaderboard_bbh_web_of_lies": {
        "alias": "  - leaderboard_bbh_web_of_lies",
        "acc_norm,none": 0.552,
        "acc_norm_stderr,none": 0.03151438761115348
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.2701342281879195,
        "acc_norm_stderr,none": 0.012870506223681336,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "alias": "  - leaderboard_gpqa_diamond",
        "acc_norm,none": 0.2878787878787879,
        "acc_norm_stderr,none": 0.03225883512300998
    },
    "leaderboard_gpqa_extended": {
        "alias": "  - leaderboard_gpqa_extended",
        "acc_norm,none": 0.2783882783882784,
        "acc_norm_stderr,none": 0.01919901779044858
    },
    "leaderboard_gpqa_main": {
        "alias": "  - leaderboard_gpqa_main",
        "acc_norm,none": 0.25223214285714285,
        "acc_norm_stderr,none": 0.02054139101648796
    },
    "leaderboard_ifeval": {
        "alias": " - leaderboard_ifeval",
        "prompt_level_strict_acc,none": 0.27911275415896486,
        "prompt_level_strict_acc_stderr,none": 0.019303080958497275,
        "inst_level_strict_acc,none": 0.41247002398081534,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.3345656192236599,
        "prompt_level_loose_acc_stderr,none": 0.02030469137804569,
        "inst_level_loose_acc,none": 0.4592326139088729,
        "inst_level_loose_acc_stderr,none": "N/A"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.27341389728096677,
        "exact_match_stderr,none": 0.011168605699265496,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "alias": "  - leaderboard_math_algebra_hard",
        "exact_match,none": 0.511400651465798,
        "exact_match_stderr,none": 0.028575666389919215
    },
    "leaderboard_math_counting_and_prob_hard": {
        "alias": "  - leaderboard_math_counting_and_prob_hard",
        "exact_match,none": 0.14634146341463414,
        "exact_match_stderr,none": 0.03199969768047477
    },
    "leaderboard_math_geometry_hard": {
        "alias": "  - leaderboard_math_geometry_hard",
        "exact_match,none": 0.15151515151515152,
        "exact_match_stderr,none": 0.03132668427893629
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "alias": "  - leaderboard_math_intermediate_algebra_hard",
        "exact_match,none": 0.07142857142857142,
        "exact_match_stderr,none": 0.015418479185779361
    },
    "leaderboard_math_num_theory_hard": {
        "alias": "  - leaderboard_math_num_theory_hard",
        "exact_match,none": 0.2532467532467532,
        "exact_match_stderr,none": 0.035157241113655854
    },
    "leaderboard_math_prealgebra_hard": {
        "alias": "  - leaderboard_math_prealgebra_hard",
        "exact_match,none": 0.48704663212435234,
        "exact_match_stderr,none": 0.03607228061047752
    },
    "leaderboard_math_precalculus_hard": {
        "alias": "  - leaderboard_math_precalculus_hard",
        "exact_match,none": 0.1037037037037037,
        "exact_match_stderr,none": 0.02633725661744443
    },
    "leaderboard_mmlu_pro": {
        "alias": " - leaderboard_mmlu_pro",
        "acc,none": 0.2533244680851064,
        "acc_stderr,none": 0.0039650956322006175
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.3373015873015873,
        "acc_norm_stderr,none": 0.01655170197798006,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "alias": "  - leaderboard_musr_murder_mysteries",
        "acc_norm,none": 0.524,
        "acc_norm_stderr,none": 0.03164968895968774
    },
    "leaderboard_musr_object_placements": {
        "alias": "  - leaderboard_musr_object_placements",
        "acc_norm,none": 0.25,
        "acc_norm_stderr,none": 0.02711630722733202
    },
    "leaderboard_musr_team_allocation": {
        "alias": "  - leaderboard_musr_team_allocation",
        "acc_norm,none": 0.24,
        "acc_norm_stderr,none": 0.027065293652238982
    }
}

Dataset Details

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