open-llm-leaderboard/wanlige__li-14b-v0.4-details

Dataset Card for Evaluation run of wanlige/li-14b-v0.4

Dataset automatically created during the evaluation run of model wanlige/li-14b-v0.4 The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task.

The dataset has been created from 3 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/wanlige__li-14b-v0.4-details",
    name="wanlige__li-14b-v0.4__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2025-02-27T10-23-11.375262 (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": 0.5834738617200674,
            "acc_norm_stderr,none": 0.005103225326094313,
            "inst_level_loose_acc,none": 0.8752997601918465,
            "inst_level_loose_acc_stderr,none": "N/A",
            "exact_match,none": 0.5574018126888217,
            "exact_match_stderr,none": 0.012153266936748643,
            "inst_level_strict_acc,none": 0.8465227817745803,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_strict_acc,none": 0.7800369685767098,
            "prompt_level_strict_acc_stderr,none": 0.01782524719221706,
            "prompt_level_loose_acc,none": 0.8170055452865065,
            "prompt_level_loose_acc_stderr,none": 0.016639282183680784,
            "acc,none": 0.5167054521276596,
            "acc_stderr,none": 0.004555925424821667,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.6523173060232599,
            "acc_norm_stderr,none": 0.005779374952619341,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "alias": "  - leaderboard_bbh_boolean_expressions",
            "acc_norm,none": 0.896,
            "acc_norm_stderr,none": 0.019345100974843932
        },
        "leaderboard_bbh_causal_judgement": {
            "alias": "  - leaderboard_bbh_causal_judgement",
            "acc_norm,none": 0.6203208556149733,
            "acc_norm_stderr,none": 0.03558443628801667
        },
        "leaderboard_bbh_date_understanding": {
            "alias": "  - leaderboard_bbh_date_understanding",
            "acc_norm,none": 0.676,
            "acc_norm_stderr,none": 0.029658294924545567
        },
        "leaderboard_bbh_disambiguation_qa": {
            "alias": "  - leaderboard_bbh_disambiguation_qa",
            "acc_norm,none": 0.672,
            "acc_norm_stderr,none": 0.029752391824475363
        },
        "leaderboard_bbh_formal_fallacies": {
            "alias": "  - leaderboard_bbh_formal_fallacies",
            "acc_norm,none": 0.704,
            "acc_norm_stderr,none": 0.028928939388379697
        },
        "leaderboard_bbh_geometric_shapes": {
            "alias": "  - leaderboard_bbh_geometric_shapes",
            "acc_norm,none": 0.524,
            "acc_norm_stderr,none": 0.03164968895968774
        },
        "leaderboard_bbh_hyperbaton": {
            "alias": "  - leaderboard_bbh_hyperbaton",
            "acc_norm,none": 0.724,
            "acc_norm_stderr,none": 0.02832853727421142
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
            "acc_norm,none": 0.616,
            "acc_norm_stderr,none": 0.030821679117375447
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
            "acc_norm,none": 0.58,
            "acc_norm_stderr,none": 0.03127799950463661
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
            "acc_norm,none": 0.924,
            "acc_norm_stderr,none": 0.01679357306785969
        },
        "leaderboard_bbh_movie_recommendation": {
            "alias": "  - leaderboard_bbh_movie_recommendation",
            "acc_norm,none": 0.712,
            "acc_norm_stderr,none": 0.028697004587398257
        },
        "leaderboard_bbh_navigate": {
            "alias": "  - leaderboard_bbh_navigate",
            "acc_norm,none": 0.752,
            "acc_norm_stderr,none": 0.027367497504863593
        },
        "leaderboard_bbh_object_counting": {
            "alias": "  - leaderboard_bbh_object_counting",
            "acc_norm,none": 0.52,
            "acc_norm_stderr,none": 0.03166085340849512
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "alias": "  - leaderboard_bbh_penguins_in_a_table",
            "acc_norm,none": 0.7054794520547946,
            "acc_norm_stderr,none": 0.03785436655751577
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
            "acc_norm,none": 0.824,
            "acc_norm_stderr,none": 0.024133497525457123
        },
        "leaderboard_bbh_ruin_names": {
            "alias": "  - leaderboard_bbh_ruin_names",
            "acc_norm,none": 0.776,
            "acc_norm_stderr,none": 0.026421361687347884
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "alias": "  - leaderboard_bbh_salient_translation_error_detection",
            "acc_norm,none": 0.652,
            "acc_norm_stderr,none": 0.030186568464511673
        },
        "leaderboard_bbh_snarks": {
            "alias": "  - leaderboard_bbh_snarks",
            "acc_norm,none": 0.7808988764044944,
            "acc_norm_stderr,none": 0.031090883837921395
        },
        "leaderboard_bbh_sports_understanding": {
            "alias": "  - leaderboard_bbh_sports_understanding",
            "acc_norm,none": 0.812,
            "acc_norm_stderr,none": 0.02476037772775051
        },
        "leaderboard_bbh_temporal_sequences": {
            "alias": "  - leaderboard_bbh_temporal_sequences",
            "acc_norm,none": 0.896,
            "acc_norm_stderr,none": 0.019345100974843932
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
            "acc_norm,none": 0.264,
            "acc_norm_stderr,none": 0.027934518957690866
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
            "acc_norm,none": 0.196,
            "acc_norm_stderr,none": 0.025156857313255926
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
            "acc_norm,none": 0.336,
            "acc_norm_stderr,none": 0.02993325909419153
        },
        "leaderboard_bbh_web_of_lies": {
            "alias": "  - leaderboard_bbh_web_of_lies",
            "acc_norm,none": 0.544,
            "acc_norm_stderr,none": 0.031563285061213475
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.3389261744966443,
            "acc_norm_stderr,none": 0.013721730211586342,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "alias": "  - leaderboard_gpqa_diamond",
            "acc_norm,none": 0.31313131313131315,
            "acc_norm_stderr,none": 0.033042050878136546
        },
        "leaderboard_gpqa_extended": {
            "alias": "  - leaderboard_gpqa_extended",
            "acc_norm,none": 0.336996336996337,
            "acc_norm_stderr,none": 0.02024754173989942
        },
        "leaderboard_gpqa_main": {
            "alias": "  - leaderboard_gpqa_main",
            "acc_norm,none": 0.35267857142857145,
            "acc_norm_stderr,none": 0.02259934056390157
        },
        "leaderboard_ifeval": {
            "alias": " - leaderboard_ifeval",
            "prompt_level_strict_acc,none": 0.7800369685767098,
            "prompt_level_strict_acc_stderr,none": 0.01782524719221706,
            "inst_level_strict_acc,none": 0.8465227817745803,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.8170055452865065,
            "prompt_level_loose_acc_stderr,none": 0.016639282183680784,
            "inst_level_loose_acc,none": 0.8752997601918465,
            "inst_level_loose_acc_stderr,none": "N/A"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.5574018126888217,
            "exact_match_stderr,none": 0.012153266936748643,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "alias": "  - leaderboard_math_algebra_hard",
            "exact_match,none": 0.8371335504885994,
            "exact_match_stderr,none": 0.021108261952686648
        },
        "leaderboard_math_counting_and_prob_hard": {
            "alias": "  - leaderboard_math_counting_and_prob_hard",
            "exact_match,none": 0.5609756097560976,
            "exact_match_stderr,none": 0.044929997921618656
        },
        "leaderboard_math_geometry_hard": {
            "alias": "  - leaderboard_math_geometry_hard",
            "exact_match,none": 0.3939393939393939,
            "exact_match_stderr,none": 0.04269107454869896
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "alias": "  - leaderboard_math_intermediate_algebra_hard",
            "exact_match,none": 0.26071428571428573,
            "exact_match_stderr,none": 0.026283698079356984
        },
        "leaderboard_math_num_theory_hard": {
            "alias": "  - leaderboard_math_num_theory_hard",
            "exact_match,none": 0.6038961038961039,
            "exact_match_stderr,none": 0.039540299587534244
        },
        "leaderboard_math_prealgebra_hard": {
            "alias": "  - leaderboard_math_prealgebra_hard",
            "exact_match,none": 0.7772020725388601,
            "exact_match_stderr,none": 0.030031147977641528
        },
        "leaderboard_math_precalculus_hard": {
            "alias": "  - leaderboard_math_precalculus_hard",
            "exact_match,none": 0.32592592592592595,
            "exact_match_stderr,none": 0.040491220417025006
        },
        "leaderboard_mmlu_pro": {
            "alias": " - leaderboard_mmlu_pro",
            "acc,none": 0.5167054521276596,
            "acc_stderr,none": 0.004555925424821667
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.4444444444444444,
            "acc_norm_stderr,none": 0.017325558043813288,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "alias": "  - leaderboard_musr_murder_mysteries",
            "acc_norm,none": 0.592,
            "acc_norm_stderr,none": 0.03114520984654851
        },
        "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": 0.496,
            "acc_norm_stderr,none": 0.0316851985511992
        }
    },
    "leaderboard": {
        "acc_norm,none": 0.5834738617200674,
        "acc_norm_stderr,none": 0.005103225326094313,
        "inst_level_loose_acc,none": 0.8752997601918465,
        "inst_level_loose_acc_stderr,none": "N/A",
        "exact_match,none": 0.5574018126888217,
        "exact_match_stderr,none": 0.012153266936748643,
        "inst_level_strict_acc,none": 0.8465227817745803,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_strict_acc,none": 0.7800369685767098,
        "prompt_level_strict_acc_stderr,none": 0.01782524719221706,
        "prompt_level_loose_acc,none": 0.8170055452865065,
        "prompt_level_loose_acc_stderr,none": 0.016639282183680784,
        "acc,none": 0.5167054521276596,
        "acc_stderr,none": 0.004555925424821667,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.6523173060232599,
        "acc_norm_stderr,none": 0.005779374952619341,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "alias": "  - leaderboard_bbh_boolean_expressions",
        "acc_norm,none": 0.896,
        "acc_norm_stderr,none": 0.019345100974843932
    },
    "leaderboard_bbh_causal_judgement": {
        "alias": "  - leaderboard_bbh_causal_judgement",
        "acc_norm,none": 0.6203208556149733,
        "acc_norm_stderr,none": 0.03558443628801667
    },
    "leaderboard_bbh_date_understanding": {
        "alias": "  - leaderboard_bbh_date_understanding",
        "acc_norm,none": 0.676,
        "acc_norm_stderr,none": 0.029658294924545567
    },
    "leaderboard_bbh_disambiguation_qa": {
        "alias": "  - leaderboard_bbh_disambiguation_qa",
        "acc_norm,none": 0.672,
        "acc_norm_stderr,none": 0.029752391824475363
    },
    "leaderboard_bbh_formal_fallacies": {
        "alias": "  - leaderboard_bbh_formal_fallacies",
        "acc_norm,none": 0.704,
        "acc_norm_stderr,none": 0.028928939388379697
    },
    "leaderboard_bbh_geometric_shapes": {
        "alias": "  - leaderboard_bbh_geometric_shapes",
        "acc_norm,none": 0.524,
        "acc_norm_stderr,none": 0.03164968895968774
    },
    "leaderboard_bbh_hyperbaton": {
        "alias": "  - leaderboard_bbh_hyperbaton",
        "acc_norm,none": 0.724,
        "acc_norm_stderr,none": 0.02832853727421142
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
        "acc_norm,none": 0.616,
        "acc_norm_stderr,none": 0.030821679117375447
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
        "acc_norm,none": 0.58,
        "acc_norm_stderr,none": 0.03127799950463661
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
        "acc_norm,none": 0.924,
        "acc_norm_stderr,none": 0.01679357306785969
    },
    "leaderboard_bbh_movie_recommendation": {
        "alias": "  - leaderboard_bbh_movie_recommendation",
        "acc_norm,none": 0.712,
        "acc_norm_stderr,none": 0.028697004587398257
    },
    "leaderboard_bbh_navigate": {
        "alias": "  - leaderboard_bbh_navigate",
        "acc_norm,none": 0.752,
        "acc_norm_stderr,none": 0.027367497504863593
    },
    "leaderboard_bbh_object_counting": {
        "alias": "  - leaderboard_bbh_object_counting",
        "acc_norm,none": 0.52,
        "acc_norm_stderr,none": 0.03166085340849512
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "alias": "  - leaderboard_bbh_penguins_in_a_table",
        "acc_norm,none": 0.7054794520547946,
        "acc_norm_stderr,none": 0.03785436655751577
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
        "acc_norm,none": 0.824,
        "acc_norm_stderr,none": 0.024133497525457123
    },
    "leaderboard_bbh_ruin_names": {
        "alias": "  - leaderboard_bbh_ruin_names",
        "acc_norm,none": 0.776,
        "acc_norm_stderr,none": 0.026421361687347884
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "alias": "  - leaderboard_bbh_salient_translation_error_detection",
        "acc_norm,none": 0.652,
        "acc_norm_stderr,none": 0.030186568464511673
    },
    "leaderboard_bbh_snarks": {
        "alias": "  - leaderboard_bbh_snarks",
        "acc_norm,none": 0.7808988764044944,
        "acc_norm_stderr,none": 0.031090883837921395
    },
    "leaderboard_bbh_sports_understanding": {
        "alias": "  - leaderboard_bbh_sports_understanding",
        "acc_norm,none": 0.812,
        "acc_norm_stderr,none": 0.02476037772775051
    },
    "leaderboard_bbh_temporal_sequences": {
        "alias": "  - leaderboard_bbh_temporal_sequences",
        "acc_norm,none": 0.896,
        "acc_norm_stderr,none": 0.019345100974843932
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
        "acc_norm,none": 0.264,
        "acc_norm_stderr,none": 0.027934518957690866
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
        "acc_norm,none": 0.196,
        "acc_norm_stderr,none": 0.025156857313255926
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
        "acc_norm,none": 0.336,
        "acc_norm_stderr,none": 0.02993325909419153
    },
    "leaderboard_bbh_web_of_lies": {
        "alias": "  - leaderboard_bbh_web_of_lies",
        "acc_norm,none": 0.544,
        "acc_norm_stderr,none": 0.031563285061213475
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.3389261744966443,
        "acc_norm_stderr,none": 0.013721730211586342,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "alias": "  - leaderboard_gpqa_diamond",
        "acc_norm,none": 0.31313131313131315,
        "acc_norm_stderr,none": 0.033042050878136546
    },
    "leaderboard_gpqa_extended": {
        "alias": "  - leaderboard_gpqa_extended",
        "acc_norm,none": 0.336996336996337,
        "acc_norm_stderr,none": 0.02024754173989942
    },
    "leaderboard_gpqa_main": {
        "alias": "  - leaderboard_gpqa_main",
        "acc_norm,none": 0.35267857142857145,
        "acc_norm_stderr,none": 0.02259934056390157
    },
    "leaderboard_ifeval": {
        "alias": " - leaderboard_ifeval",
        "prompt_level_strict_acc,none": 0.7800369685767098,
        "prompt_level_strict_acc_stderr,none": 0.01782524719221706,
        "inst_level_strict_acc,none": 0.8465227817745803,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.8170055452865065,
        "prompt_level_loose_acc_stderr,none": 0.016639282183680784,
        "inst_level_loose_acc,none": 0.8752997601918465,
        "inst_level_loose_acc_stderr,none": "N/A"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.5574018126888217,
        "exact_match_stderr,none": 0.012153266936748643,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "alias": "  - leaderboard_math_algebra_hard",
        "exact_match,none": 0.8371335504885994,
        "exact_match_stderr,none": 0.021108261952686648
    },
    "leaderboard_math_counting_and_prob_hard": {
        "alias": "  - leaderboard_math_counting_and_prob_hard",
        "exact_match,none": 0.5609756097560976,
        "exact_match_stderr,none": 0.044929997921618656
    },
    "leaderboard_math_geometry_hard": {
        "alias": "  - leaderboard_math_geometry_hard",
        "exact_match,none": 0.3939393939393939,
        "exact_match_stderr,none": 0.04269107454869896
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "alias": "  - leaderboard_math_intermediate_algebra_hard",
        "exact_match,none": 0.26071428571428573,
        "exact_match_stderr,none": 0.026283698079356984
    },
    "leaderboard_math_num_theory_hard": {
        "alias": "  - leaderboard_math_num_theory_hard",
        "exact_match,none": 0.6038961038961039,
        "exact_match_stderr,none": 0.039540299587534244
    },
    "leaderboard_math_prealgebra_hard": {
        "alias": "  - leaderboard_math_prealgebra_hard",
        "exact_match,none": 0.7772020725388601,
        "exact_match_stderr,none": 0.030031147977641528
    },
    "leaderboard_math_precalculus_hard": {
        "alias": "  - leaderboard_math_precalculus_hard",
        "exact_match,none": 0.32592592592592595,
        "exact_match_stderr,none": 0.040491220417025006
    },
    "leaderboard_mmlu_pro": {
        "alias": " - leaderboard_mmlu_pro",
        "acc,none": 0.5167054521276596,
        "acc_stderr,none": 0.004555925424821667
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.4444444444444444,
        "acc_norm_stderr,none": 0.017325558043813288,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "alias": "  - leaderboard_musr_murder_mysteries",
        "acc_norm,none": 0.592,
        "acc_norm_stderr,none": 0.03114520984654851
    },
    "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": 0.496,
        "acc_norm_stderr,none": 0.0316851985511992
    }
}

Dataset Details

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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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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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