open-llm-leaderboard/T145__ZEUS-8B-V3-details

Dataset Card for Evaluation run of T145/ZEUS-8B-V3

Dataset automatically created during the evaluation run of model T145/ZEUS-8B-V3 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/T145__ZEUS-8B-V3-details",
    name="T145__ZEUS-8B-V3__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-12-05T17-19-57.444599 (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_norm,none": 0.48203398624983784,
            "acc_norm_stderr,none": 0.0054255164604135875,
            "acc,none": 0.38040226063829785,
            "acc_stderr,none": 0.004426144553631218,
            "inst_level_strict_acc,none": 0.8213429256594724,
            "inst_level_strict_acc_stderr,none": "N/A",
            "inst_level_loose_acc,none": 0.8525179856115108,
            "inst_level_loose_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.7911275415896488,
            "prompt_level_loose_acc_stderr,none": 0.017493107347793326,
            "prompt_level_strict_acc,none": 0.756007393715342,
            "prompt_level_strict_acc_stderr,none": 0.018482234430967893,
            "exact_match,none": 0.1661631419939577,
            "exact_match_stderr,none": 0.009651086532838906,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.5257767748654747,
            "acc_norm_stderr,none": 0.006302084808409243,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "alias": "  - leaderboard_bbh_boolean_expressions",
            "acc_norm,none": 0.828,
            "acc_norm_stderr,none": 0.02391551394448624
        },
        "leaderboard_bbh_causal_judgement": {
            "alias": "  - leaderboard_bbh_causal_judgement",
            "acc_norm,none": 0.5935828877005348,
            "acc_norm_stderr,none": 0.036013904358574385
        },
        "leaderboard_bbh_date_understanding": {
            "alias": "  - leaderboard_bbh_date_understanding",
            "acc_norm,none": 0.432,
            "acc_norm_stderr,none": 0.03139181076542942
        },
        "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": 0.532,
            "acc_norm_stderr,none": 0.031621252575725574
        },
        "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": 0.688,
            "acc_norm_stderr,none": 0.029361067575219852
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
            "acc_norm,none": 0.452,
            "acc_norm_stderr,none": 0.03153986449255664
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
            "acc_norm,none": 0.416,
            "acc_norm_stderr,none": 0.031235856237014505
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
            "acc_norm,none": 0.628,
            "acc_norm_stderr,none": 0.03063032594455827
        },
        "leaderboard_bbh_movie_recommendation": {
            "alias": "  - leaderboard_bbh_movie_recommendation",
            "acc_norm,none": 0.628,
            "acc_norm_stderr,none": 0.03063032594455827
        },
        "leaderboard_bbh_navigate": {
            "alias": "  - leaderboard_bbh_navigate",
            "acc_norm,none": 0.632,
            "acc_norm_stderr,none": 0.03056207062099311
        },
        "leaderboard_bbh_object_counting": {
            "alias": "  - leaderboard_bbh_object_counting",
            "acc_norm,none": 0.428,
            "acc_norm_stderr,none": 0.031355968923772626
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "alias": "  - leaderboard_bbh_penguins_in_a_table",
            "acc_norm,none": 0.4863013698630137,
            "acc_norm_stderr,none": 0.04150715331223415
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
            "acc_norm,none": 0.68,
            "acc_norm_stderr,none": 0.02956172495524098
        },
        "leaderboard_bbh_ruin_names": {
            "alias": "  - leaderboard_bbh_ruin_names",
            "acc_norm,none": 0.572,
            "acc_norm_stderr,none": 0.031355968923772626
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "alias": "  - leaderboard_bbh_salient_translation_error_detection",
            "acc_norm,none": 0.512,
            "acc_norm_stderr,none": 0.03167708558254714
        },
        "leaderboard_bbh_snarks": {
            "alias": "  - leaderboard_bbh_snarks",
            "acc_norm,none": 0.5842696629213483,
            "acc_norm_stderr,none": 0.037044683959609616
        },
        "leaderboard_bbh_sports_understanding": {
            "alias": "  - leaderboard_bbh_sports_understanding",
            "acc_norm,none": 0.744,
            "acc_norm_stderr,none": 0.027657108718204846
        },
        "leaderboard_bbh_temporal_sequences": {
            "alias": "  - leaderboard_bbh_temporal_sequences",
            "acc_norm,none": 0.524,
            "acc_norm_stderr,none": 0.03164968895968774
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
            "acc_norm,none": 0.256,
            "acc_norm_stderr,none": 0.027657108718204846
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
            "acc_norm,none": 0.208,
            "acc_norm_stderr,none": 0.02572139890141637
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
            "acc_norm,none": 0.38,
            "acc_norm_stderr,none": 0.030760116042626098
        },
        "leaderboard_bbh_web_of_lies": {
            "alias": "  - leaderboard_bbh_web_of_lies",
            "acc_norm,none": 0.5,
            "acc_norm_stderr,none": 0.031686212526223896
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.3221476510067114,
            "acc_norm_stderr,none": 0.013547622348304205,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "alias": "  - leaderboard_gpqa_diamond",
            "acc_norm,none": 0.3484848484848485,
            "acc_norm_stderr,none": 0.03394853965156396
        },
        "leaderboard_gpqa_extended": {
            "alias": "  - leaderboard_gpqa_extended",
            "acc_norm,none": 0.315018315018315,
            "acc_norm_stderr,none": 0.019897986446530357
        },
        "leaderboard_gpqa_main": {
            "alias": "  - leaderboard_gpqa_main",
            "acc_norm,none": 0.31919642857142855,
            "acc_norm_stderr,none": 0.02204886116457606
        },
        "leaderboard_ifeval": {
            "alias": " - leaderboard_ifeval",
            "prompt_level_strict_acc,none": 0.756007393715342,
            "prompt_level_strict_acc_stderr,none": 0.018482234430967897,
            "inst_level_strict_acc,none": 0.8213429256594724,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.7911275415896488,
            "prompt_level_loose_acc_stderr,none": 0.017493107347793326,
            "inst_level_loose_acc,none": 0.8525179856115108,
            "inst_level_loose_acc_stderr,none": "N/A"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.1661631419939577,
            "exact_match_stderr,none": 0.009651086532838906,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "alias": "  - leaderboard_math_algebra_hard",
            "exact_match,none": 0.32247557003257327,
            "exact_match_stderr,none": 0.02672084427631396
        },
        "leaderboard_math_counting_and_prob_hard": {
            "alias": "  - leaderboard_math_counting_and_prob_hard",
            "exact_match,none": 0.10569105691056911,
            "exact_match_stderr,none": 0.0278344722877674
        },
        "leaderboard_math_geometry_hard": {
            "alias": "  - leaderboard_math_geometry_hard",
            "exact_match,none": 0.06818181818181818,
            "exact_match_stderr,none": 0.022022378945902827
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "alias": "  - leaderboard_math_intermediate_algebra_hard",
            "exact_match,none": 0.03214285714285714,
            "exact_match_stderr,none": 0.01055955866175321
        },
        "leaderboard_math_num_theory_hard": {
            "alias": "  - leaderboard_math_num_theory_hard",
            "exact_match,none": 0.12337662337662338,
            "exact_match_stderr,none": 0.026587484423674337
        },
        "leaderboard_math_prealgebra_hard": {
            "alias": "  - leaderboard_math_prealgebra_hard",
            "exact_match,none": 0.32642487046632124,
            "exact_match_stderr,none": 0.03384028621143298
        },
        "leaderboard_math_precalculus_hard": {
            "alias": "  - leaderboard_math_precalculus_hard",
            "exact_match,none": 0.05925925925925926,
            "exact_match_stderr,none": 0.02039673654232189
        },
        "leaderboard_mmlu_pro": {
            "alias": " - leaderboard_mmlu_pro",
            "acc,none": 0.38040226063829785,
            "acc_stderr,none": 0.004426144553631218
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.4007936507936508,
            "acc_norm_stderr,none": 0.01726895956892385,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "alias": "  - leaderboard_musr_murder_mysteries",
            "acc_norm,none": 0.576,
            "acc_norm_stderr,none": 0.03131803437491622
        },
        "leaderboard_musr_object_placements": {
            "alias": "  - leaderboard_musr_object_placements",
            "acc_norm,none": 0.2890625,
            "acc_norm_stderr,none": 0.02838843806999465
        },
        "leaderboard_musr_team_allocation": {
            "alias": "  - leaderboard_musr_team_allocation",
            "acc_norm,none": 0.34,
            "acc_norm_stderr,none": 0.030020073605457873
        }
    },
    "leaderboard": {
        "acc_norm,none": 0.48203398624983784,
        "acc_norm_stderr,none": 0.0054255164604135875,
        "acc,none": 0.38040226063829785,
        "acc_stderr,none": 0.004426144553631218,
        "inst_level_strict_acc,none": 0.8213429256594724,
        "inst_level_strict_acc_stderr,none": "N/A",
        "inst_level_loose_acc,none": 0.8525179856115108,
        "inst_level_loose_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.7911275415896488,
        "prompt_level_loose_acc_stderr,none": 0.017493107347793326,
        "prompt_level_strict_acc,none": 0.756007393715342,
        "prompt_level_strict_acc_stderr,none": 0.018482234430967893,
        "exact_match,none": 0.1661631419939577,
        "exact_match_stderr,none": 0.009651086532838906,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.5257767748654747,
        "acc_norm_stderr,none": 0.006302084808409243,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "alias": "  - leaderboard_bbh_boolean_expressions",
        "acc_norm,none": 0.828,
        "acc_norm_stderr,none": 0.02391551394448624
    },
    "leaderboard_bbh_causal_judgement": {
        "alias": "  - leaderboard_bbh_causal_judgement",
        "acc_norm,none": 0.5935828877005348,
        "acc_norm_stderr,none": 0.036013904358574385
    },
    "leaderboard_bbh_date_understanding": {
        "alias": "  - leaderboard_bbh_date_understanding",
        "acc_norm,none": 0.432,
        "acc_norm_stderr,none": 0.03139181076542942
    },
    "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": 0.532,
        "acc_norm_stderr,none": 0.031621252575725574
    },
    "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": 0.688,
        "acc_norm_stderr,none": 0.029361067575219852
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
        "acc_norm,none": 0.452,
        "acc_norm_stderr,none": 0.03153986449255664
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
        "acc_norm,none": 0.416,
        "acc_norm_stderr,none": 0.031235856237014505
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
        "acc_norm,none": 0.628,
        "acc_norm_stderr,none": 0.03063032594455827
    },
    "leaderboard_bbh_movie_recommendation": {
        "alias": "  - leaderboard_bbh_movie_recommendation",
        "acc_norm,none": 0.628,
        "acc_norm_stderr,none": 0.03063032594455827
    },
    "leaderboard_bbh_navigate": {
        "alias": "  - leaderboard_bbh_navigate",
        "acc_norm,none": 0.632,
        "acc_norm_stderr,none": 0.03056207062099311
    },
    "leaderboard_bbh_object_counting": {
        "alias": "  - leaderboard_bbh_object_counting",
        "acc_norm,none": 0.428,
        "acc_norm_stderr,none": 0.031355968923772626
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "alias": "  - leaderboard_bbh_penguins_in_a_table",
        "acc_norm,none": 0.4863013698630137,
        "acc_norm_stderr,none": 0.04150715331223415
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
        "acc_norm,none": 0.68,
        "acc_norm_stderr,none": 0.02956172495524098
    },
    "leaderboard_bbh_ruin_names": {
        "alias": "  - leaderboard_bbh_ruin_names",
        "acc_norm,none": 0.572,
        "acc_norm_stderr,none": 0.031355968923772626
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "alias": "  - leaderboard_bbh_salient_translation_error_detection",
        "acc_norm,none": 0.512,
        "acc_norm_stderr,none": 0.03167708558254714
    },
    "leaderboard_bbh_snarks": {
        "alias": "  - leaderboard_bbh_snarks",
        "acc_norm,none": 0.5842696629213483,
        "acc_norm_stderr,none": 0.037044683959609616
    },
    "leaderboard_bbh_sports_understanding": {
        "alias": "  - leaderboard_bbh_sports_understanding",
        "acc_norm,none": 0.744,
        "acc_norm_stderr,none": 0.027657108718204846
    },
    "leaderboard_bbh_temporal_sequences": {
        "alias": "  - leaderboard_bbh_temporal_sequences",
        "acc_norm,none": 0.524,
        "acc_norm_stderr,none": 0.03164968895968774
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
        "acc_norm,none": 0.256,
        "acc_norm_stderr,none": 0.027657108718204846
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
        "acc_norm,none": 0.208,
        "acc_norm_stderr,none": 0.02572139890141637
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
        "acc_norm,none": 0.38,
        "acc_norm_stderr,none": 0.030760116042626098
    },
    "leaderboard_bbh_web_of_lies": {
        "alias": "  - leaderboard_bbh_web_of_lies",
        "acc_norm,none": 0.5,
        "acc_norm_stderr,none": 0.031686212526223896
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.3221476510067114,
        "acc_norm_stderr,none": 0.013547622348304205,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "alias": "  - leaderboard_gpqa_diamond",
        "acc_norm,none": 0.3484848484848485,
        "acc_norm_stderr,none": 0.03394853965156396
    },
    "leaderboard_gpqa_extended": {
        "alias": "  - leaderboard_gpqa_extended",
        "acc_norm,none": 0.315018315018315,
        "acc_norm_stderr,none": 0.019897986446530357
    },
    "leaderboard_gpqa_main": {
        "alias": "  - leaderboard_gpqa_main",
        "acc_norm,none": 0.31919642857142855,
        "acc_norm_stderr,none": 0.02204886116457606
    },
    "leaderboard_ifeval": {
        "alias": " - leaderboard_ifeval",
        "prompt_level_strict_acc,none": 0.756007393715342,
        "prompt_level_strict_acc_stderr,none": 0.018482234430967897,
        "inst_level_strict_acc,none": 0.8213429256594724,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.7911275415896488,
        "prompt_level_loose_acc_stderr,none": 0.017493107347793326,
        "inst_level_loose_acc,none": 0.8525179856115108,
        "inst_level_loose_acc_stderr,none": "N/A"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.1661631419939577,
        "exact_match_stderr,none": 0.009651086532838906,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "alias": "  - leaderboard_math_algebra_hard",
        "exact_match,none": 0.32247557003257327,
        "exact_match_stderr,none": 0.02672084427631396
    },
    "leaderboard_math_counting_and_prob_hard": {
        "alias": "  - leaderboard_math_counting_and_prob_hard",
        "exact_match,none": 0.10569105691056911,
        "exact_match_stderr,none": 0.0278344722877674
    },
    "leaderboard_math_geometry_hard": {
        "alias": "  - leaderboard_math_geometry_hard",
        "exact_match,none": 0.06818181818181818,
        "exact_match_stderr,none": 0.022022378945902827
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "alias": "  - leaderboard_math_intermediate_algebra_hard",
        "exact_match,none": 0.03214285714285714,
        "exact_match_stderr,none": 0.01055955866175321
    },
    "leaderboard_math_num_theory_hard": {
        "alias": "  - leaderboard_math_num_theory_hard",
        "exact_match,none": 0.12337662337662338,
        "exact_match_stderr,none": 0.026587484423674337
    },
    "leaderboard_math_prealgebra_hard": {
        "alias": "  - leaderboard_math_prealgebra_hard",
        "exact_match,none": 0.32642487046632124,
        "exact_match_stderr,none": 0.03384028621143298
    },
    "leaderboard_math_precalculus_hard": {
        "alias": "  - leaderboard_math_precalculus_hard",
        "exact_match,none": 0.05925925925925926,
        "exact_match_stderr,none": 0.02039673654232189
    },
    "leaderboard_mmlu_pro": {
        "alias": " - leaderboard_mmlu_pro",
        "acc,none": 0.38040226063829785,
        "acc_stderr,none": 0.004426144553631218
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.4007936507936508,
        "acc_norm_stderr,none": 0.01726895956892385,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "alias": "  - leaderboard_musr_murder_mysteries",
        "acc_norm,none": 0.576,
        "acc_norm_stderr,none": 0.03131803437491622
    },
    "leaderboard_musr_object_placements": {
        "alias": "  - leaderboard_musr_object_placements",
        "acc_norm,none": 0.2890625,
        "acc_norm_stderr,none": 0.02838843806999465
    },
    "leaderboard_musr_team_allocation": {
        "alias": "  - leaderboard_musr_team_allocation",
        "acc_norm,none": 0.34,
        "acc_norm_stderr,none": 0.030020073605457873
    }
}

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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