open-llm-leaderboard/princeton-nlp__Llama-3-8B-ProLong-512k-Instruct-details

Dataset Card for Evaluation run of princeton-nlp/Llama-3-8B-ProLong-512k-Instruct

Dataset automatically created during the evaluation run of model princeton-nlp/Llama-3-8B-ProLong-512k-Instruct The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task.

The dataset has been created from 4 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/princeton-nlp__Llama-3-8B-ProLong-512k-Instruct-details",
    name="princeton-nlp__Llama-3-8B-ProLong-512k-Instruct__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-11-17T23-42-51.540094 (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": 0.5009242144177449,
            "prompt_level_strict_acc_stderr,none": 0.021516537387842545,
            "acc,none": 0.32313829787234044,
            "acc_stderr,none": 0.0042637656254373955,
            "prompt_level_loose_acc,none": 0.5434380776340111,
            "prompt_level_loose_acc_stderr,none": 0.021435222545538937,
            "inst_level_loose_acc,none": 0.6402877697841727,
            "inst_level_loose_acc_stderr,none": "N/A",
            "inst_level_strict_acc,none": 0.6007194244604317,
            "inst_level_strict_acc_stderr,none": "N/A",
            "acc_norm,none": 0.4606304319626411,
            "acc_norm_stderr,none": 0.005358969621650494,
            "exact_match,none": 0.052870090634441085,
            "exact_match_stderr,none": 0.006085200259050978,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.5013018573164382,
            "acc_norm_stderr,none": 0.006227631904974779,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "alias": "  - leaderboard_bbh_boolean_expressions",
            "acc_norm,none": 0.78,
            "acc_norm_stderr,none": 0.02625179282460579
        },
        "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": 0.468,
            "acc_norm_stderr,none": 0.03162125257572558
        },
        "leaderboard_bbh_disambiguation_qa": {
            "alias": "  - leaderboard_bbh_disambiguation_qa",
            "acc_norm,none": 0.688,
            "acc_norm_stderr,none": 0.029361067575219852
        },
        "leaderboard_bbh_formal_fallacies": {
            "alias": "  - leaderboard_bbh_formal_fallacies",
            "acc_norm,none": 0.556,
            "acc_norm_stderr,none": 0.03148684942554571
        },
        "leaderboard_bbh_geometric_shapes": {
            "alias": "  - leaderboard_bbh_geometric_shapes",
            "acc_norm,none": 0.392,
            "acc_norm_stderr,none": 0.030938207620401222
        },
        "leaderboard_bbh_hyperbaton": {
            "alias": "  - leaderboard_bbh_hyperbaton",
            "acc_norm,none": 0.696,
            "acc_norm_stderr,none": 0.029150213374159652
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
            "acc_norm,none": 0.316,
            "acc_norm_stderr,none": 0.029462657598578648
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
            "acc_norm,none": 0.4,
            "acc_norm_stderr,none": 0.031046021028253316
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
            "acc_norm,none": 0.5,
            "acc_norm_stderr,none": 0.031686212526223896
        },
        "leaderboard_bbh_movie_recommendation": {
            "alias": "  - leaderboard_bbh_movie_recommendation",
            "acc_norm,none": 0.548,
            "acc_norm_stderr,none": 0.03153986449255664
        },
        "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": 0.436,
            "acc_norm_stderr,none": 0.031425567060281365
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "alias": "  - leaderboard_bbh_penguins_in_a_table",
            "acc_norm,none": 0.5273972602739726,
            "acc_norm_stderr,none": 0.04146035831053314
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
            "acc_norm,none": 0.592,
            "acc_norm_stderr,none": 0.03114520984654851
        },
        "leaderboard_bbh_ruin_names": {
            "alias": "  - leaderboard_bbh_ruin_names",
            "acc_norm,none": 0.728,
            "acc_norm_stderr,none": 0.028200088296309975
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "alias": "  - leaderboard_bbh_salient_translation_error_detection",
            "acc_norm,none": 0.448,
            "acc_norm_stderr,none": 0.03151438761115349
        },
        "leaderboard_bbh_snarks": {
            "alias": "  - leaderboard_bbh_snarks",
            "acc_norm,none": 0.5056179775280899,
            "acc_norm_stderr,none": 0.03757992900475984
        },
        "leaderboard_bbh_sports_understanding": {
            "alias": "  - leaderboard_bbh_sports_understanding",
            "acc_norm,none": 0.752,
            "acc_norm_stderr,none": 0.027367497504863593
        },
        "leaderboard_bbh_temporal_sequences": {
            "alias": "  - leaderboard_bbh_temporal_sequences",
            "acc_norm,none": 0.368,
            "acc_norm_stderr,none": 0.03056207062099311
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
            "acc_norm,none": 0.168,
            "acc_norm_stderr,none": 0.023692813205492536
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
            "acc_norm,none": 0.18,
            "acc_norm_stderr,none": 0.02434689065029351
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
            "acc_norm,none": 0.312,
            "acc_norm_stderr,none": 0.02936106757521985
        },
        "leaderboard_bbh_web_of_lies": {
            "alias": "  - leaderboard_bbh_web_of_lies",
            "acc_norm,none": 0.484,
            "acc_norm_stderr,none": 0.03166998503010743
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.2860738255033557,
            "acc_norm_stderr,none": 0.01307664086692478,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "alias": "  - leaderboard_gpqa_diamond",
            "acc_norm,none": 0.35353535353535354,
            "acc_norm_stderr,none": 0.03406086723547151
        },
        "leaderboard_gpqa_extended": {
            "alias": "  - leaderboard_gpqa_extended",
            "acc_norm,none": 0.2692307692307692,
            "acc_norm_stderr,none": 0.019000027142915304
        },
        "leaderboard_gpqa_main": {
            "alias": "  - leaderboard_gpqa_main",
            "acc_norm,none": 0.2767857142857143,
            "acc_norm_stderr,none": 0.021161749643954904
        },
        "leaderboard_ifeval": {
            "alias": " - leaderboard_ifeval",
            "prompt_level_strict_acc,none": 0.5009242144177449,
            "prompt_level_strict_acc_stderr,none": 0.02151653738784254,
            "inst_level_strict_acc,none": 0.6007194244604317,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.5434380776340111,
            "prompt_level_loose_acc_stderr,none": 0.021435222545538937,
            "inst_level_loose_acc,none": 0.6402877697841727,
            "inst_level_loose_acc_stderr,none": "N/A"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.052870090634441085,
            "exact_match_stderr,none": 0.006085200259050978,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "alias": "  - leaderboard_math_algebra_hard",
            "exact_match,none": 0.09446254071661238,
            "exact_match_stderr,none": 0.016719462370368424
        },
        "leaderboard_math_counting_and_prob_hard": {
            "alias": "  - leaderboard_math_counting_and_prob_hard",
            "exact_match,none": 0.032520325203252036,
            "exact_match_stderr,none": 0.016058998205879745
        },
        "leaderboard_math_geometry_hard": {
            "alias": "  - leaderboard_math_geometry_hard",
            "exact_match,none": 0.015151515151515152,
            "exact_match_stderr,none": 0.01067276863717474
        },
        "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": 0.07792207792207792,
            "exact_match_stderr,none": 0.021670471414711772
        },
        "leaderboard_math_prealgebra_hard": {
            "alias": "  - leaderboard_math_prealgebra_hard",
            "exact_match,none": 0.08808290155440414,
            "exact_match_stderr,none": 0.020453746601601056
        },
        "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": 0.32313829787234044,
            "acc_stderr,none": 0.0042637656254373955
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.42592592592592593,
            "acc_norm_stderr,none": 0.017577474585217696,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "alias": "  - leaderboard_musr_murder_mysteries",
            "acc_norm,none": 0.58,
            "acc_norm_stderr,none": 0.03127799950463661
        },
        "leaderboard_musr_object_placements": {
            "alias": "  - leaderboard_musr_object_placements",
            "acc_norm,none": 0.3359375,
            "acc_norm_stderr,none": 0.029577647634376425
        },
        "leaderboard_musr_team_allocation": {
            "alias": "  - leaderboard_musr_team_allocation",
            "acc_norm,none": 0.364,
            "acc_norm_stderr,none": 0.030491555220405475
        }
    },
    "leaderboard": {
        "prompt_level_strict_acc,none": 0.5009242144177449,
        "prompt_level_strict_acc_stderr,none": 0.021516537387842545,
        "acc,none": 0.32313829787234044,
        "acc_stderr,none": 0.0042637656254373955,
        "prompt_level_loose_acc,none": 0.5434380776340111,
        "prompt_level_loose_acc_stderr,none": 0.021435222545538937,
        "inst_level_loose_acc,none": 0.6402877697841727,
        "inst_level_loose_acc_stderr,none": "N/A",
        "inst_level_strict_acc,none": 0.6007194244604317,
        "inst_level_strict_acc_stderr,none": "N/A",
        "acc_norm,none": 0.4606304319626411,
        "acc_norm_stderr,none": 0.005358969621650494,
        "exact_match,none": 0.052870090634441085,
        "exact_match_stderr,none": 0.006085200259050978,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.5013018573164382,
        "acc_norm_stderr,none": 0.006227631904974779,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "alias": "  - leaderboard_bbh_boolean_expressions",
        "acc_norm,none": 0.78,
        "acc_norm_stderr,none": 0.02625179282460579
    },
    "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": 0.468,
        "acc_norm_stderr,none": 0.03162125257572558
    },
    "leaderboard_bbh_disambiguation_qa": {
        "alias": "  - leaderboard_bbh_disambiguation_qa",
        "acc_norm,none": 0.688,
        "acc_norm_stderr,none": 0.029361067575219852
    },
    "leaderboard_bbh_formal_fallacies": {
        "alias": "  - leaderboard_bbh_formal_fallacies",
        "acc_norm,none": 0.556,
        "acc_norm_stderr,none": 0.03148684942554571
    },
    "leaderboard_bbh_geometric_shapes": {
        "alias": "  - leaderboard_bbh_geometric_shapes",
        "acc_norm,none": 0.392,
        "acc_norm_stderr,none": 0.030938207620401222
    },
    "leaderboard_bbh_hyperbaton": {
        "alias": "  - leaderboard_bbh_hyperbaton",
        "acc_norm,none": 0.696,
        "acc_norm_stderr,none": 0.029150213374159652
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
        "acc_norm,none": 0.316,
        "acc_norm_stderr,none": 0.029462657598578648
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
        "acc_norm,none": 0.4,
        "acc_norm_stderr,none": 0.031046021028253316
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
        "acc_norm,none": 0.5,
        "acc_norm_stderr,none": 0.031686212526223896
    },
    "leaderboard_bbh_movie_recommendation": {
        "alias": "  - leaderboard_bbh_movie_recommendation",
        "acc_norm,none": 0.548,
        "acc_norm_stderr,none": 0.03153986449255664
    },
    "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": 0.436,
        "acc_norm_stderr,none": 0.031425567060281365
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "alias": "  - leaderboard_bbh_penguins_in_a_table",
        "acc_norm,none": 0.5273972602739726,
        "acc_norm_stderr,none": 0.04146035831053314
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
        "acc_norm,none": 0.592,
        "acc_norm_stderr,none": 0.03114520984654851
    },
    "leaderboard_bbh_ruin_names": {
        "alias": "  - leaderboard_bbh_ruin_names",
        "acc_norm,none": 0.728,
        "acc_norm_stderr,none": 0.028200088296309975
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "alias": "  - leaderboard_bbh_salient_translation_error_detection",
        "acc_norm,none": 0.448,
        "acc_norm_stderr,none": 0.03151438761115349
    },
    "leaderboard_bbh_snarks": {
        "alias": "  - leaderboard_bbh_snarks",
        "acc_norm,none": 0.5056179775280899,
        "acc_norm_stderr,none": 0.03757992900475984
    },
    "leaderboard_bbh_sports_understanding": {
        "alias": "  - leaderboard_bbh_sports_understanding",
        "acc_norm,none": 0.752,
        "acc_norm_stderr,none": 0.027367497504863593
    },
    "leaderboard_bbh_temporal_sequences": {
        "alias": "  - leaderboard_bbh_temporal_sequences",
        "acc_norm,none": 0.368,
        "acc_norm_stderr,none": 0.03056207062099311
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
        "acc_norm,none": 0.168,
        "acc_norm_stderr,none": 0.023692813205492536
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
        "acc_norm,none": 0.18,
        "acc_norm_stderr,none": 0.02434689065029351
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
        "acc_norm,none": 0.312,
        "acc_norm_stderr,none": 0.02936106757521985
    },
    "leaderboard_bbh_web_of_lies": {
        "alias": "  - leaderboard_bbh_web_of_lies",
        "acc_norm,none": 0.484,
        "acc_norm_stderr,none": 0.03166998503010743
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.2860738255033557,
        "acc_norm_stderr,none": 0.01307664086692478,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "alias": "  - leaderboard_gpqa_diamond",
        "acc_norm,none": 0.35353535353535354,
        "acc_norm_stderr,none": 0.03406086723547151
    },
    "leaderboard_gpqa_extended": {
        "alias": "  - leaderboard_gpqa_extended",
        "acc_norm,none": 0.2692307692307692,
        "acc_norm_stderr,none": 0.019000027142915304
    },
    "leaderboard_gpqa_main": {
        "alias": "  - leaderboard_gpqa_main",
        "acc_norm,none": 0.2767857142857143,
        "acc_norm_stderr,none": 0.021161749643954904
    },
    "leaderboard_ifeval": {
        "alias": " - leaderboard_ifeval",
        "prompt_level_strict_acc,none": 0.5009242144177449,
        "prompt_level_strict_acc_stderr,none": 0.02151653738784254,
        "inst_level_strict_acc,none": 0.6007194244604317,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.5434380776340111,
        "prompt_level_loose_acc_stderr,none": 0.021435222545538937,
        "inst_level_loose_acc,none": 0.6402877697841727,
        "inst_level_loose_acc_stderr,none": "N/A"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.052870090634441085,
        "exact_match_stderr,none": 0.006085200259050978,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "alias": "  - leaderboard_math_algebra_hard",
        "exact_match,none": 0.09446254071661238,
        "exact_match_stderr,none": 0.016719462370368424
    },
    "leaderboard_math_counting_and_prob_hard": {
        "alias": "  - leaderboard_math_counting_and_prob_hard",
        "exact_match,none": 0.032520325203252036,
        "exact_match_stderr,none": 0.016058998205879745
    },
    "leaderboard_math_geometry_hard": {
        "alias": "  - leaderboard_math_geometry_hard",
        "exact_match,none": 0.015151515151515152,
        "exact_match_stderr,none": 0.01067276863717474
    },
    "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": 0.07792207792207792,
        "exact_match_stderr,none": 0.021670471414711772
    },
    "leaderboard_math_prealgebra_hard": {
        "alias": "  - leaderboard_math_prealgebra_hard",
        "exact_match,none": 0.08808290155440414,
        "exact_match_stderr,none": 0.020453746601601056
    },
    "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": 0.32313829787234044,
        "acc_stderr,none": 0.0042637656254373955
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.42592592592592593,
        "acc_norm_stderr,none": 0.017577474585217696,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "alias": "  - leaderboard_musr_murder_mysteries",
        "acc_norm,none": 0.58,
        "acc_norm_stderr,none": 0.03127799950463661
    },
    "leaderboard_musr_object_placements": {
        "alias": "  - leaderboard_musr_object_placements",
        "acc_norm,none": 0.3359375,
        "acc_norm_stderr,none": 0.029577647634376425
    },
    "leaderboard_musr_team_allocation": {
        "alias": "  - leaderboard_musr_team_allocation",
        "acc_norm,none": 0.364,
        "acc_norm_stderr,none": 0.030491555220405475
    }
}

Dataset Details

Dataset Description

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