open-llm-leaderboard/AuraIndustries__Aura-MoE-2x4B-details

Dataset Card for Evaluation run of AuraIndustries/Aura-MoE-2x4B

Dataset automatically created during the evaluation run of model AuraIndustries/Aura-MoE-2x4B 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/AuraIndustries__Aura-MoE-2x4B-details",
    name="AuraIndustries__Aura-MoE-2x4B__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-12-18T04-41-59.014444 (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": {
            "prompt_level_strict_acc,none": 0.3974121996303142,
            "prompt_level_strict_acc_stderr,none": 0.021058812847519905,
            "exact_match,none": 0.02945619335347432,
            "exact_match_stderr,none": 0.004614393863194395,
            "acc,none": 0.26496010638297873,
            "acc_stderr,none": 0.004023415055217357,
            "acc_norm,none": 0.4049811908159294,
            "acc_norm_stderr,none": 0.005261855413847589,
            "inst_level_loose_acc,none": 0.5683453237410072,
            "inst_level_loose_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.4510166358595194,
            "prompt_level_loose_acc_stderr,none": 0.021413072765359822,
            "inst_level_strict_acc,none": 0.5227817745803357,
            "inst_level_strict_acc_stderr,none": "N/A",
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.4322166290574553,
            "acc_norm_stderr,none": 0.006101715404546752,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "alias": "  - leaderboard_bbh_boolean_expressions",
            "acc_norm,none": 0.744,
            "acc_norm_stderr,none": 0.027657108718204846
        },
        "leaderboard_bbh_causal_judgement": {
            "alias": "  - leaderboard_bbh_causal_judgement",
            "acc_norm,none": 0.5989304812834224,
            "acc_norm_stderr,none": 0.035936978878729785
        },
        "leaderboard_bbh_date_understanding": {
            "alias": "  - leaderboard_bbh_date_understanding",
            "acc_norm,none": 0.38,
            "acc_norm_stderr,none": 0.030760116042626098
        },
        "leaderboard_bbh_disambiguation_qa": {
            "alias": "  - leaderboard_bbh_disambiguation_qa",
            "acc_norm,none": 0.644,
            "acc_norm_stderr,none": 0.0303436806571532
        },
        "leaderboard_bbh_formal_fallacies": {
            "alias": "  - leaderboard_bbh_formal_fallacies",
            "acc_norm,none": 0.512,
            "acc_norm_stderr,none": 0.03167708558254714
        },
        "leaderboard_bbh_geometric_shapes": {
            "alias": "  - leaderboard_bbh_geometric_shapes",
            "acc_norm,none": 0.356,
            "acc_norm_stderr,none": 0.0303436806571532
        },
        "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": 0.348,
            "acc_norm_stderr,none": 0.030186568464511673
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
            "acc_norm,none": 0.324,
            "acc_norm_stderr,none": 0.029658294924545567
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
            "acc_norm,none": 0.424,
            "acc_norm_stderr,none": 0.03131803437491622
        },
        "leaderboard_bbh_movie_recommendation": {
            "alias": "  - leaderboard_bbh_movie_recommendation",
            "acc_norm,none": 0.552,
            "acc_norm_stderr,none": 0.03151438761115348
        },
        "leaderboard_bbh_navigate": {
            "alias": "  - leaderboard_bbh_navigate",
            "acc_norm,none": 0.5,
            "acc_norm_stderr,none": 0.031686212526223896
        },
        "leaderboard_bbh_object_counting": {
            "alias": "  - leaderboard_bbh_object_counting",
            "acc_norm,none": 0.368,
            "acc_norm_stderr,none": 0.03056207062099311
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "alias": "  - leaderboard_bbh_penguins_in_a_table",
            "acc_norm,none": 0.363013698630137,
            "acc_norm_stderr,none": 0.03993397596179569
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
            "acc_norm,none": 0.38,
            "acc_norm_stderr,none": 0.030760116042626098
        },
        "leaderboard_bbh_ruin_names": {
            "alias": "  - leaderboard_bbh_ruin_names",
            "acc_norm,none": 0.696,
            "acc_norm_stderr,none": 0.029150213374159652
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "alias": "  - leaderboard_bbh_salient_translation_error_detection",
            "acc_norm,none": 0.284,
            "acc_norm_stderr,none": 0.02857695873043744
        },
        "leaderboard_bbh_snarks": {
            "alias": "  - leaderboard_bbh_snarks",
            "acc_norm,none": 0.5224719101123596,
            "acc_norm_stderr,none": 0.03754432508487191
        },
        "leaderboard_bbh_sports_understanding": {
            "alias": "  - leaderboard_bbh_sports_understanding",
            "acc_norm,none": 0.552,
            "acc_norm_stderr,none": 0.03151438761115348
        },
        "leaderboard_bbh_temporal_sequences": {
            "alias": "  - leaderboard_bbh_temporal_sequences",
            "acc_norm,none": 0.084,
            "acc_norm_stderr,none": 0.017578738526776348
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
            "acc_norm,none": 0.128,
            "acc_norm_stderr,none": 0.021172081336336534
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
            "acc_norm,none": 0.124,
            "acc_norm_stderr,none": 0.020886382258673272
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
            "acc_norm,none": 0.316,
            "acc_norm_stderr,none": 0.029462657598578648
        },
        "leaderboard_bbh_web_of_lies": {
            "alias": "  - leaderboard_bbh_web_of_lies",
            "acc_norm,none": 0.524,
            "acc_norm_stderr,none": 0.03164968895968774
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.27181208053691275,
            "acc_norm_stderr,none": 0.012898100601201036,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "alias": "  - leaderboard_gpqa_diamond",
            "acc_norm,none": 0.25757575757575757,
            "acc_norm_stderr,none": 0.031156269519646826
        },
        "leaderboard_gpqa_extended": {
            "alias": "  - leaderboard_gpqa_extended",
            "acc_norm,none": 0.2838827838827839,
            "acc_norm_stderr,none": 0.01931360450766325
        },
        "leaderboard_gpqa_main": {
            "alias": "  - leaderboard_gpqa_main",
            "acc_norm,none": 0.26339285714285715,
            "acc_norm_stderr,none": 0.02083369001657866
        },
        "leaderboard_ifeval": {
            "alias": " - leaderboard_ifeval",
            "prompt_level_strict_acc,none": 0.3974121996303142,
            "prompt_level_strict_acc_stderr,none": 0.021058812847519905,
            "inst_level_strict_acc,none": 0.5227817745803357,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.4510166358595194,
            "prompt_level_loose_acc_stderr,none": 0.021413072765359822,
            "inst_level_loose_acc,none": 0.5683453237410072,
            "inst_level_loose_acc_stderr,none": "N/A"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.02945619335347432,
            "exact_match_stderr,none": 0.004614393863194395,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "alias": "  - leaderboard_math_algebra_hard",
            "exact_match,none": 0.04234527687296417,
            "exact_match_stderr,none": 0.011511879967693189
        },
        "leaderboard_math_counting_and_prob_hard": {
            "alias": "  - leaderboard_math_counting_and_prob_hard",
            "exact_match,none": 0.016260162601626018,
            "exact_match_stderr,none": 0.011450452676925654
        },
        "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": 0.010714285714285714,
            "exact_match_stderr,none": 0.006163684194761604
        },
        "leaderboard_math_num_theory_hard": {
            "alias": "  - leaderboard_math_num_theory_hard",
            "exact_match,none": 0.03896103896103896,
            "exact_match_stderr,none": 0.015643720451650286
        },
        "leaderboard_math_prealgebra_hard": {
            "alias": "  - leaderboard_math_prealgebra_hard",
            "exact_match,none": 0.07253886010362694,
            "exact_match_stderr,none": 0.018718998520678213
        },
        "leaderboard_math_precalculus_hard": {
            "alias": "  - leaderboard_math_precalculus_hard",
            "exact_match,none": 0.007407407407407408,
            "exact_match_stderr,none": 0.007407407407407408
        },
        "leaderboard_mmlu_pro": {
            "alias": " - leaderboard_mmlu_pro",
            "acc,none": 0.26496010638297873,
            "acc_stderr,none": 0.004023415055217357
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.4074074074074074,
            "acc_norm_stderr,none": 0.01741810035521269,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "alias": "  - leaderboard_musr_murder_mysteries",
            "acc_norm,none": 0.548,
            "acc_norm_stderr,none": 0.03153986449255664
        },
        "leaderboard_musr_object_placements": {
            "alias": "  - leaderboard_musr_object_placements",
            "acc_norm,none": 0.26953125,
            "acc_norm_stderr,none": 0.02778659256840428
        },
        "leaderboard_musr_team_allocation": {
            "alias": "  - leaderboard_musr_team_allocation",
            "acc_norm,none": 0.408,
            "acc_norm_stderr,none": 0.031145209846548512
        }
    },
    "leaderboard": {
        "prompt_level_strict_acc,none": 0.3974121996303142,
        "prompt_level_strict_acc_stderr,none": 0.021058812847519905,
        "exact_match,none": 0.02945619335347432,
        "exact_match_stderr,none": 0.004614393863194395,
        "acc,none": 0.26496010638297873,
        "acc_stderr,none": 0.004023415055217357,
        "acc_norm,none": 0.4049811908159294,
        "acc_norm_stderr,none": 0.005261855413847589,
        "inst_level_loose_acc,none": 0.5683453237410072,
        "inst_level_loose_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.4510166358595194,
        "prompt_level_loose_acc_stderr,none": 0.021413072765359822,
        "inst_level_strict_acc,none": 0.5227817745803357,
        "inst_level_strict_acc_stderr,none": "N/A",
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.4322166290574553,
        "acc_norm_stderr,none": 0.006101715404546752,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "alias": "  - leaderboard_bbh_boolean_expressions",
        "acc_norm,none": 0.744,
        "acc_norm_stderr,none": 0.027657108718204846
    },
    "leaderboard_bbh_causal_judgement": {
        "alias": "  - leaderboard_bbh_causal_judgement",
        "acc_norm,none": 0.5989304812834224,
        "acc_norm_stderr,none": 0.035936978878729785
    },
    "leaderboard_bbh_date_understanding": {
        "alias": "  - leaderboard_bbh_date_understanding",
        "acc_norm,none": 0.38,
        "acc_norm_stderr,none": 0.030760116042626098
    },
    "leaderboard_bbh_disambiguation_qa": {
        "alias": "  - leaderboard_bbh_disambiguation_qa",
        "acc_norm,none": 0.644,
        "acc_norm_stderr,none": 0.0303436806571532
    },
    "leaderboard_bbh_formal_fallacies": {
        "alias": "  - leaderboard_bbh_formal_fallacies",
        "acc_norm,none": 0.512,
        "acc_norm_stderr,none": 0.03167708558254714
    },
    "leaderboard_bbh_geometric_shapes": {
        "alias": "  - leaderboard_bbh_geometric_shapes",
        "acc_norm,none": 0.356,
        "acc_norm_stderr,none": 0.0303436806571532
    },
    "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": 0.348,
        "acc_norm_stderr,none": 0.030186568464511673
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
        "acc_norm,none": 0.324,
        "acc_norm_stderr,none": 0.029658294924545567
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
        "acc_norm,none": 0.424,
        "acc_norm_stderr,none": 0.03131803437491622
    },
    "leaderboard_bbh_movie_recommendation": {
        "alias": "  - leaderboard_bbh_movie_recommendation",
        "acc_norm,none": 0.552,
        "acc_norm_stderr,none": 0.03151438761115348
    },
    "leaderboard_bbh_navigate": {
        "alias": "  - leaderboard_bbh_navigate",
        "acc_norm,none": 0.5,
        "acc_norm_stderr,none": 0.031686212526223896
    },
    "leaderboard_bbh_object_counting": {
        "alias": "  - leaderboard_bbh_object_counting",
        "acc_norm,none": 0.368,
        "acc_norm_stderr,none": 0.03056207062099311
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "alias": "  - leaderboard_bbh_penguins_in_a_table",
        "acc_norm,none": 0.363013698630137,
        "acc_norm_stderr,none": 0.03993397596179569
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
        "acc_norm,none": 0.38,
        "acc_norm_stderr,none": 0.030760116042626098
    },
    "leaderboard_bbh_ruin_names": {
        "alias": "  - leaderboard_bbh_ruin_names",
        "acc_norm,none": 0.696,
        "acc_norm_stderr,none": 0.029150213374159652
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "alias": "  - leaderboard_bbh_salient_translation_error_detection",
        "acc_norm,none": 0.284,
        "acc_norm_stderr,none": 0.02857695873043744
    },
    "leaderboard_bbh_snarks": {
        "alias": "  - leaderboard_bbh_snarks",
        "acc_norm,none": 0.5224719101123596,
        "acc_norm_stderr,none": 0.03754432508487191
    },
    "leaderboard_bbh_sports_understanding": {
        "alias": "  - leaderboard_bbh_sports_understanding",
        "acc_norm,none": 0.552,
        "acc_norm_stderr,none": 0.03151438761115348
    },
    "leaderboard_bbh_temporal_sequences": {
        "alias": "  - leaderboard_bbh_temporal_sequences",
        "acc_norm,none": 0.084,
        "acc_norm_stderr,none": 0.017578738526776348
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
        "acc_norm,none": 0.128,
        "acc_norm_stderr,none": 0.021172081336336534
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
        "acc_norm,none": 0.124,
        "acc_norm_stderr,none": 0.020886382258673272
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
        "acc_norm,none": 0.316,
        "acc_norm_stderr,none": 0.029462657598578648
    },
    "leaderboard_bbh_web_of_lies": {
        "alias": "  - leaderboard_bbh_web_of_lies",
        "acc_norm,none": 0.524,
        "acc_norm_stderr,none": 0.03164968895968774
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.27181208053691275,
        "acc_norm_stderr,none": 0.012898100601201036,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "alias": "  - leaderboard_gpqa_diamond",
        "acc_norm,none": 0.25757575757575757,
        "acc_norm_stderr,none": 0.031156269519646826
    },
    "leaderboard_gpqa_extended": {
        "alias": "  - leaderboard_gpqa_extended",
        "acc_norm,none": 0.2838827838827839,
        "acc_norm_stderr,none": 0.01931360450766325
    },
    "leaderboard_gpqa_main": {
        "alias": "  - leaderboard_gpqa_main",
        "acc_norm,none": 0.26339285714285715,
        "acc_norm_stderr,none": 0.02083369001657866
    },
    "leaderboard_ifeval": {
        "alias": " - leaderboard_ifeval",
        "prompt_level_strict_acc,none": 0.3974121996303142,
        "prompt_level_strict_acc_stderr,none": 0.021058812847519905,
        "inst_level_strict_acc,none": 0.5227817745803357,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.4510166358595194,
        "prompt_level_loose_acc_stderr,none": 0.021413072765359822,
        "inst_level_loose_acc,none": 0.5683453237410072,
        "inst_level_loose_acc_stderr,none": "N/A"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.02945619335347432,
        "exact_match_stderr,none": 0.004614393863194395,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "alias": "  - leaderboard_math_algebra_hard",
        "exact_match,none": 0.04234527687296417,
        "exact_match_stderr,none": 0.011511879967693189
    },
    "leaderboard_math_counting_and_prob_hard": {
        "alias": "  - leaderboard_math_counting_and_prob_hard",
        "exact_match,none": 0.016260162601626018,
        "exact_match_stderr,none": 0.011450452676925654
    },
    "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": 0.010714285714285714,
        "exact_match_stderr,none": 0.006163684194761604
    },
    "leaderboard_math_num_theory_hard": {
        "alias": "  - leaderboard_math_num_theory_hard",
        "exact_match,none": 0.03896103896103896,
        "exact_match_stderr,none": 0.015643720451650286
    },
    "leaderboard_math_prealgebra_hard": {
        "alias": "  - leaderboard_math_prealgebra_hard",
        "exact_match,none": 0.07253886010362694,
        "exact_match_stderr,none": 0.018718998520678213
    },
    "leaderboard_math_precalculus_hard": {
        "alias": "  - leaderboard_math_precalculus_hard",
        "exact_match,none": 0.007407407407407408,
        "exact_match_stderr,none": 0.007407407407407408
    },
    "leaderboard_mmlu_pro": {
        "alias": " - leaderboard_mmlu_pro",
        "acc,none": 0.26496010638297873,
        "acc_stderr,none": 0.004023415055217357
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.4074074074074074,
        "acc_norm_stderr,none": 0.01741810035521269,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "alias": "  - leaderboard_musr_murder_mysteries",
        "acc_norm,none": 0.548,
        "acc_norm_stderr,none": 0.03153986449255664
    },
    "leaderboard_musr_object_placements": {
        "alias": "  - leaderboard_musr_object_placements",
        "acc_norm,none": 0.26953125,
        "acc_norm_stderr,none": 0.02778659256840428
    },
    "leaderboard_musr_team_allocation": {
        "alias": "  - leaderboard_musr_team_allocation",
        "acc_norm,none": 0.408,
        "acc_norm_stderr,none": 0.031145209846548512
    }
}

Dataset Details

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