open-llm-leaderboard/Ateron__Lotus-Magpic-details

Dataset Card for Evaluation run of Ateron/Lotus-Magpic

Dataset automatically created during the evaluation run of model Ateron/Lotus-Magpic 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/Ateron__Lotus-Magpic-details",
    name="Ateron__Lotus-Magpic__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2025-03-05T13-12-09.385184 (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": 0.4798287715657024,
            "acc_norm_stderr,none": 0.005349828763301854,
            "acc,none": 0.3490691489361702,
            "acc_stderr,none": 0.004345825640597494,
            "prompt_level_strict_acc,none": 0.5785582255083179,
            "prompt_level_strict_acc_stderr,none": 0.021249340085830997,
            "inst_level_loose_acc,none": 0.7242206235011991,
            "inst_level_loose_acc_stderr,none": "N/A",
            "inst_level_strict_acc,none": 0.6786570743405276,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.634011090573013,
            "prompt_level_loose_acc_stderr,none": 0.02072934168450657,
            "exact_match,none": 0.09969788519637462,
            "exact_match_stderr,none": 0.007885809693533074,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.5226523173060232,
            "acc_norm_stderr,none": 0.006179858560273038,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "alias": "  - leaderboard_bbh_boolean_expressions",
            "acc_norm,none": 0.836,
            "acc_norm_stderr,none": 0.023465261002076715
        },
        "leaderboard_bbh_causal_judgement": {
            "alias": "  - leaderboard_bbh_causal_judgement",
            "acc_norm,none": 0.6256684491978609,
            "acc_norm_stderr,none": 0.0354849234134303
        },
        "leaderboard_bbh_date_understanding": {
            "alias": "  - leaderboard_bbh_date_understanding",
            "acc_norm,none": 0.612,
            "acc_norm_stderr,none": 0.030881038748993974
        },
        "leaderboard_bbh_disambiguation_qa": {
            "alias": "  - leaderboard_bbh_disambiguation_qa",
            "acc_norm,none": 0.312,
            "acc_norm_stderr,none": 0.02936106757521985
        },
        "leaderboard_bbh_formal_fallacies": {
            "alias": "  - leaderboard_bbh_formal_fallacies",
            "acc_norm,none": 0.524,
            "acc_norm_stderr,none": 0.03164968895968774
        },
        "leaderboard_bbh_geometric_shapes": {
            "alias": "  - leaderboard_bbh_geometric_shapes",
            "acc_norm,none": 0.444,
            "acc_norm_stderr,none": 0.03148684942554571
        },
        "leaderboard_bbh_hyperbaton": {
            "alias": "  - leaderboard_bbh_hyperbaton",
            "acc_norm,none": 0.728,
            "acc_norm_stderr,none": 0.028200088296309975
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
            "acc_norm,none": 0.46,
            "acc_norm_stderr,none": 0.031584653891499004
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
            "acc_norm,none": 0.476,
            "acc_norm_stderr,none": 0.03164968895968774
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
            "acc_norm,none": 0.648,
            "acc_norm_stderr,none": 0.030266288057359866
        },
        "leaderboard_bbh_movie_recommendation": {
            "alias": "  - leaderboard_bbh_movie_recommendation",
            "acc_norm,none": 0.652,
            "acc_norm_stderr,none": 0.030186568464511673
        },
        "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": 0.4,
            "acc_norm_stderr,none": 0.031046021028253316
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "alias": "  - leaderboard_bbh_penguins_in_a_table",
            "acc_norm,none": 0.5616438356164384,
            "acc_norm_stderr,none": 0.04120596186613957
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
            "acc_norm,none": 0.556,
            "acc_norm_stderr,none": 0.03148684942554571
        },
        "leaderboard_bbh_ruin_names": {
            "alias": "  - leaderboard_bbh_ruin_names",
            "acc_norm,none": 0.616,
            "acc_norm_stderr,none": 0.030821679117375447
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "alias": "  - leaderboard_bbh_salient_translation_error_detection",
            "acc_norm,none": 0.528,
            "acc_norm_stderr,none": 0.031636489531544396
        },
        "leaderboard_bbh_snarks": {
            "alias": "  - leaderboard_bbh_snarks",
            "acc_norm,none": 0.601123595505618,
            "acc_norm_stderr,none": 0.036805644558509265
        },
        "leaderboard_bbh_sports_understanding": {
            "alias": "  - leaderboard_bbh_sports_understanding",
            "acc_norm,none": 0.82,
            "acc_norm_stderr,none": 0.02434689065029351
        },
        "leaderboard_bbh_temporal_sequences": {
            "alias": "  - leaderboard_bbh_temporal_sequences",
            "acc_norm,none": 0.456,
            "acc_norm_stderr,none": 0.031563285061213475
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
            "acc_norm,none": 0.144,
            "acc_norm_stderr,none": 0.022249407735450245
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
            "acc_norm,none": 0.144,
            "acc_norm_stderr,none": 0.022249407735450245
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
            "acc_norm,none": 0.344,
            "acc_norm_stderr,none": 0.03010450339231644
        },
        "leaderboard_bbh_web_of_lies": {
            "alias": "  - leaderboard_bbh_web_of_lies",
            "acc_norm,none": 0.488,
            "acc_norm_stderr,none": 0.03167708558254714
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.3028523489932886,
            "acc_norm_stderr,none": 0.013320149615507497,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "alias": "  - leaderboard_gpqa_diamond",
            "acc_norm,none": 0.32323232323232326,
            "acc_norm_stderr,none": 0.03332299921070644
        },
        "leaderboard_gpqa_extended": {
            "alias": "  - leaderboard_gpqa_extended",
            "acc_norm,none": 0.2893772893772894,
            "acc_norm_stderr,none": 0.019424663872261782
        },
        "leaderboard_gpqa_main": {
            "alias": "  - leaderboard_gpqa_main",
            "acc_norm,none": 0.31026785714285715,
            "acc_norm_stderr,none": 0.021880380205954585
        },
        "leaderboard_ifeval": {
            "alias": " - leaderboard_ifeval",
            "prompt_level_strict_acc,none": 0.5785582255083179,
            "prompt_level_strict_acc_stderr,none": 0.021249340085830997,
            "inst_level_strict_acc,none": 0.6786570743405276,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.634011090573013,
            "prompt_level_loose_acc_stderr,none": 0.02072934168450657,
            "inst_level_loose_acc,none": 0.7242206235011991,
            "inst_level_loose_acc_stderr,none": "N/A"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.09969788519637462,
            "exact_match_stderr,none": 0.007885809693533074,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "alias": "  - leaderboard_math_algebra_hard",
            "exact_match,none": 0.16938110749185667,
            "exact_match_stderr,none": 0.02144236444965418
        },
        "leaderboard_math_counting_and_prob_hard": {
            "alias": "  - leaderboard_math_counting_and_prob_hard",
            "exact_match,none": 0.04065040650406504,
            "exact_match_stderr,none": 0.017878907564437465
        },
        "leaderboard_math_geometry_hard": {
            "alias": "  - leaderboard_math_geometry_hard",
            "exact_match,none": 0.045454545454545456,
            "exact_match_stderr,none": 0.018199158975632696
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "alias": "  - leaderboard_math_intermediate_algebra_hard",
            "exact_match,none": 0.017857142857142856,
            "exact_match_stderr,none": 0.007928503387888855
        },
        "leaderboard_math_num_theory_hard": {
            "alias": "  - leaderboard_math_num_theory_hard",
            "exact_match,none": 0.06493506493506493,
            "exact_match_stderr,none": 0.01992116854149014
        },
        "leaderboard_math_prealgebra_hard": {
            "alias": "  - leaderboard_math_prealgebra_hard",
            "exact_match,none": 0.26424870466321243,
            "exact_match_stderr,none": 0.03182155050916644
        },
        "leaderboard_math_precalculus_hard": {
            "alias": "  - leaderboard_math_precalculus_hard",
            "exact_match,none": 0.022222222222222223,
            "exact_match_stderr,none": 0.01273389971505968
        },
        "leaderboard_mmlu_pro": {
            "alias": " - leaderboard_mmlu_pro",
            "acc,none": 0.3490691489361702,
            "acc_stderr,none": 0.004345825640597494
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.43253968253968256,
            "acc_norm_stderr,none": 0.017810088056027303,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "alias": "  - leaderboard_musr_murder_mysteries",
            "acc_norm,none": 0.544,
            "acc_norm_stderr,none": 0.031563285061213475
        },
        "leaderboard_musr_object_placements": {
            "alias": "  - leaderboard_musr_object_placements",
            "acc_norm,none": 0.3515625,
            "acc_norm_stderr,none": 0.029899590697818237
        },
        "leaderboard_musr_team_allocation": {
            "alias": "  - leaderboard_musr_team_allocation",
            "acc_norm,none": 0.404,
            "acc_norm_stderr,none": 0.03109668818482536
        }
    },
    "leaderboard": {
        "acc_norm,none": 0.4798287715657024,
        "acc_norm_stderr,none": 0.005349828763301854,
        "acc,none": 0.3490691489361702,
        "acc_stderr,none": 0.004345825640597494,
        "prompt_level_strict_acc,none": 0.5785582255083179,
        "prompt_level_strict_acc_stderr,none": 0.021249340085830997,
        "inst_level_loose_acc,none": 0.7242206235011991,
        "inst_level_loose_acc_stderr,none": "N/A",
        "inst_level_strict_acc,none": 0.6786570743405276,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.634011090573013,
        "prompt_level_loose_acc_stderr,none": 0.02072934168450657,
        "exact_match,none": 0.09969788519637462,
        "exact_match_stderr,none": 0.007885809693533074,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.5226523173060232,
        "acc_norm_stderr,none": 0.006179858560273038,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "alias": "  - leaderboard_bbh_boolean_expressions",
        "acc_norm,none": 0.836,
        "acc_norm_stderr,none": 0.023465261002076715
    },
    "leaderboard_bbh_causal_judgement": {
        "alias": "  - leaderboard_bbh_causal_judgement",
        "acc_norm,none": 0.6256684491978609,
        "acc_norm_stderr,none": 0.0354849234134303
    },
    "leaderboard_bbh_date_understanding": {
        "alias": "  - leaderboard_bbh_date_understanding",
        "acc_norm,none": 0.612,
        "acc_norm_stderr,none": 0.030881038748993974
    },
    "leaderboard_bbh_disambiguation_qa": {
        "alias": "  - leaderboard_bbh_disambiguation_qa",
        "acc_norm,none": 0.312,
        "acc_norm_stderr,none": 0.02936106757521985
    },
    "leaderboard_bbh_formal_fallacies": {
        "alias": "  - leaderboard_bbh_formal_fallacies",
        "acc_norm,none": 0.524,
        "acc_norm_stderr,none": 0.03164968895968774
    },
    "leaderboard_bbh_geometric_shapes": {
        "alias": "  - leaderboard_bbh_geometric_shapes",
        "acc_norm,none": 0.444,
        "acc_norm_stderr,none": 0.03148684942554571
    },
    "leaderboard_bbh_hyperbaton": {
        "alias": "  - leaderboard_bbh_hyperbaton",
        "acc_norm,none": 0.728,
        "acc_norm_stderr,none": 0.028200088296309975
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
        "acc_norm,none": 0.46,
        "acc_norm_stderr,none": 0.031584653891499004
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
        "acc_norm,none": 0.476,
        "acc_norm_stderr,none": 0.03164968895968774
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
        "acc_norm,none": 0.648,
        "acc_norm_stderr,none": 0.030266288057359866
    },
    "leaderboard_bbh_movie_recommendation": {
        "alias": "  - leaderboard_bbh_movie_recommendation",
        "acc_norm,none": 0.652,
        "acc_norm_stderr,none": 0.030186568464511673
    },
    "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": 0.4,
        "acc_norm_stderr,none": 0.031046021028253316
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "alias": "  - leaderboard_bbh_penguins_in_a_table",
        "acc_norm,none": 0.5616438356164384,
        "acc_norm_stderr,none": 0.04120596186613957
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
        "acc_norm,none": 0.556,
        "acc_norm_stderr,none": 0.03148684942554571
    },
    "leaderboard_bbh_ruin_names": {
        "alias": "  - leaderboard_bbh_ruin_names",
        "acc_norm,none": 0.616,
        "acc_norm_stderr,none": 0.030821679117375447
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "alias": "  - leaderboard_bbh_salient_translation_error_detection",
        "acc_norm,none": 0.528,
        "acc_norm_stderr,none": 0.031636489531544396
    },
    "leaderboard_bbh_snarks": {
        "alias": "  - leaderboard_bbh_snarks",
        "acc_norm,none": 0.601123595505618,
        "acc_norm_stderr,none": 0.036805644558509265
    },
    "leaderboard_bbh_sports_understanding": {
        "alias": "  - leaderboard_bbh_sports_understanding",
        "acc_norm,none": 0.82,
        "acc_norm_stderr,none": 0.02434689065029351
    },
    "leaderboard_bbh_temporal_sequences": {
        "alias": "  - leaderboard_bbh_temporal_sequences",
        "acc_norm,none": 0.456,
        "acc_norm_stderr,none": 0.031563285061213475
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
        "acc_norm,none": 0.144,
        "acc_norm_stderr,none": 0.022249407735450245
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
        "acc_norm,none": 0.144,
        "acc_norm_stderr,none": 0.022249407735450245
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
        "acc_norm,none": 0.344,
        "acc_norm_stderr,none": 0.03010450339231644
    },
    "leaderboard_bbh_web_of_lies": {
        "alias": "  - leaderboard_bbh_web_of_lies",
        "acc_norm,none": 0.488,
        "acc_norm_stderr,none": 0.03167708558254714
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.3028523489932886,
        "acc_norm_stderr,none": 0.013320149615507497,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "alias": "  - leaderboard_gpqa_diamond",
        "acc_norm,none": 0.32323232323232326,
        "acc_norm_stderr,none": 0.03332299921070644
    },
    "leaderboard_gpqa_extended": {
        "alias": "  - leaderboard_gpqa_extended",
        "acc_norm,none": 0.2893772893772894,
        "acc_norm_stderr,none": 0.019424663872261782
    },
    "leaderboard_gpqa_main": {
        "alias": "  - leaderboard_gpqa_main",
        "acc_norm,none": 0.31026785714285715,
        "acc_norm_stderr,none": 0.021880380205954585
    },
    "leaderboard_ifeval": {
        "alias": " - leaderboard_ifeval",
        "prompt_level_strict_acc,none": 0.5785582255083179,
        "prompt_level_strict_acc_stderr,none": 0.021249340085830997,
        "inst_level_strict_acc,none": 0.6786570743405276,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.634011090573013,
        "prompt_level_loose_acc_stderr,none": 0.02072934168450657,
        "inst_level_loose_acc,none": 0.7242206235011991,
        "inst_level_loose_acc_stderr,none": "N/A"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.09969788519637462,
        "exact_match_stderr,none": 0.007885809693533074,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "alias": "  - leaderboard_math_algebra_hard",
        "exact_match,none": 0.16938110749185667,
        "exact_match_stderr,none": 0.02144236444965418
    },
    "leaderboard_math_counting_and_prob_hard": {
        "alias": "  - leaderboard_math_counting_and_prob_hard",
        "exact_match,none": 0.04065040650406504,
        "exact_match_stderr,none": 0.017878907564437465
    },
    "leaderboard_math_geometry_hard": {
        "alias": "  - leaderboard_math_geometry_hard",
        "exact_match,none": 0.045454545454545456,
        "exact_match_stderr,none": 0.018199158975632696
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "alias": "  - leaderboard_math_intermediate_algebra_hard",
        "exact_match,none": 0.017857142857142856,
        "exact_match_stderr,none": 0.007928503387888855
    },
    "leaderboard_math_num_theory_hard": {
        "alias": "  - leaderboard_math_num_theory_hard",
        "exact_match,none": 0.06493506493506493,
        "exact_match_stderr,none": 0.01992116854149014
    },
    "leaderboard_math_prealgebra_hard": {
        "alias": "  - leaderboard_math_prealgebra_hard",
        "exact_match,none": 0.26424870466321243,
        "exact_match_stderr,none": 0.03182155050916644
    },
    "leaderboard_math_precalculus_hard": {
        "alias": "  - leaderboard_math_precalculus_hard",
        "exact_match,none": 0.022222222222222223,
        "exact_match_stderr,none": 0.01273389971505968
    },
    "leaderboard_mmlu_pro": {
        "alias": " - leaderboard_mmlu_pro",
        "acc,none": 0.3490691489361702,
        "acc_stderr,none": 0.004345825640597494
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.43253968253968256,
        "acc_norm_stderr,none": 0.017810088056027303,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "alias": "  - leaderboard_musr_murder_mysteries",
        "acc_norm,none": 0.544,
        "acc_norm_stderr,none": 0.031563285061213475
    },
    "leaderboard_musr_object_placements": {
        "alias": "  - leaderboard_musr_object_placements",
        "acc_norm,none": 0.3515625,
        "acc_norm_stderr,none": 0.029899590697818237
    },
    "leaderboard_musr_team_allocation": {
        "alias": "  - leaderboard_musr_team_allocation",
        "acc_norm,none": 0.404,
        "acc_norm_stderr,none": 0.03109668818482536
    }
}

Dataset Details

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Out-of-Scope Use

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Dataset Structure

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Dataset Creation

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Source Data

Data Collection and Processing

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Who are the source data producers?

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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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