open-llm-leaderboard/dustinwloring1988__Reflexis-8b-chat-v2-details

Dataset Card for Evaluation run of dustinwloring1988/Reflexis-8b-chat-v2

Dataset automatically created during the evaluation run of model dustinwloring1988/Reflexis-8b-chat-v2 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/dustinwloring1988__Reflexis-8b-chat-v2-details",
    name="dustinwloring1988__Reflexis-8b-chat-v2__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-09-14T13-13-17.362912 (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,none": 0.3377659574468085,
            "acc_stderr,none": 0.004311841872935125,
            "inst_level_loose_acc,none": 0.5011990407673861,
            "inst_level_loose_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.35304990757855825,
            "prompt_level_loose_acc_stderr,none": 0.020566318668824662,
            "inst_level_strict_acc,none": 0.47002398081534774,
            "inst_level_strict_acc_stderr,none": "N/A",
            "exact_match,none": 0.1163141993957704,
            "exact_match_stderr,none": 0.008446843422002416,
            "acc_norm,none": 0.4291088338305876,
            "acc_norm_stderr,none": 0.0053416927842446045,
            "prompt_level_strict_acc,none": 0.3123844731977819,
            "prompt_level_strict_acc_stderr,none": 0.019944386293758908,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.47214025342822424,
            "acc_norm_stderr,none": 0.006260308668439125,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "acc_norm,none": 0.76,
            "acc_norm_stderr,none": 0.027065293652239007,
            "alias": "  - leaderboard_bbh_boolean_expressions"
        },
        "leaderboard_bbh_causal_judgement": {
            "acc_norm,none": 0.5454545454545454,
            "acc_norm_stderr,none": 0.03650996949556815,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.432,
            "acc_norm_stderr,none": 0.03139181076542941,
            "alias": "  - leaderboard_bbh_date_understanding"
        },
        "leaderboard_bbh_disambiguation_qa": {
            "acc_norm,none": 0.476,
            "acc_norm_stderr,none": 0.03164968895968782,
            "alias": "  - leaderboard_bbh_disambiguation_qa"
        },
        "leaderboard_bbh_formal_fallacies": {
            "acc_norm,none": 0.536,
            "acc_norm_stderr,none": 0.03160397514522374,
            "alias": "  - leaderboard_bbh_formal_fallacies"
        },
        "leaderboard_bbh_geometric_shapes": {
            "acc_norm,none": 0.416,
            "acc_norm_stderr,none": 0.031235856237014574,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.648,
            "acc_norm_stderr,none": 0.030266288057359935,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.368,
            "acc_norm_stderr,none": 0.030562070620993167,
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "acc_norm,none": 0.404,
            "acc_norm_stderr,none": 0.031096688184825295,
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "acc_norm,none": 0.568,
            "acc_norm_stderr,none": 0.03139181076542943,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.568,
            "acc_norm_stderr,none": 0.031391810765429407,
            "alias": "  - leaderboard_bbh_movie_recommendation"
        },
        "leaderboard_bbh_navigate": {
            "acc_norm,none": 0.432,
            "acc_norm_stderr,none": 0.031391810765429407,
            "alias": "  - leaderboard_bbh_navigate"
        },
        "leaderboard_bbh_object_counting": {
            "acc_norm,none": 0.408,
            "acc_norm_stderr,none": 0.0311452098465485,
            "alias": "  - leaderboard_bbh_object_counting"
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "acc_norm,none": 0.3561643835616438,
            "acc_norm_stderr,none": 0.03976754138601308,
            "alias": "  - leaderboard_bbh_penguins_in_a_table"
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "acc_norm,none": 0.572,
            "acc_norm_stderr,none": 0.03135596892377259,
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
        },
        "leaderboard_bbh_ruin_names": {
            "acc_norm,none": 0.668,
            "acc_norm_stderr,none": 0.029844039047465916,
            "alias": "  - leaderboard_bbh_ruin_names"
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "acc_norm,none": 0.456,
            "acc_norm_stderr,none": 0.03156328506121339,
            "alias": "  - leaderboard_bbh_salient_translation_error_detection"
        },
        "leaderboard_bbh_snarks": {
            "acc_norm,none": 0.5955056179775281,
            "acc_norm_stderr,none": 0.036890330438439235,
            "alias": "  - leaderboard_bbh_snarks"
        },
        "leaderboard_bbh_sports_understanding": {
            "acc_norm,none": 0.724,
            "acc_norm_stderr,none": 0.02832853727421136,
            "alias": "  - leaderboard_bbh_sports_understanding"
        },
        "leaderboard_bbh_temporal_sequences": {
            "acc_norm,none": 0.268,
            "acc_norm_stderr,none": 0.02806876238252669,
            "alias": "  - leaderboard_bbh_temporal_sequences"
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "acc_norm,none": 0.152,
            "acc_norm_stderr,none": 0.022752024491765464,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "acc_norm,none": 0.148,
            "acc_norm_stderr,none": 0.022503547243806144,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "acc_norm,none": 0.348,
            "acc_norm_stderr,none": 0.03018656846451169,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
        },
        "leaderboard_bbh_web_of_lies": {
            "acc_norm,none": 0.488,
            "acc_norm_stderr,none": 0.03167708558254709,
            "alias": "  - leaderboard_bbh_web_of_lies"
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.2701342281879195,
            "acc_norm_stderr,none": 0.012864793065266854,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "acc_norm,none": 0.29292929292929293,
            "acc_norm_stderr,none": 0.03242497958178815,
            "alias": "  - leaderboard_gpqa_diamond"
        },
        "leaderboard_gpqa_extended": {
            "acc_norm,none": 0.28205128205128205,
            "acc_norm_stderr,none": 0.01927580392995048,
            "alias": "  - leaderboard_gpqa_extended"
        },
        "leaderboard_gpqa_main": {
            "acc_norm,none": 0.24553571428571427,
            "acc_norm_stderr,none": 0.02035742845448458,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.3123844731977819,
            "prompt_level_strict_acc_stderr,none": 0.019944386293758908,
            "inst_level_strict_acc,none": 0.47002398081534774,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.35304990757855825,
            "prompt_level_loose_acc_stderr,none": 0.020566318668824662,
            "inst_level_loose_acc,none": 0.5011990407673861,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": " - leaderboard_ifeval"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.1163141993957704,
            "exact_match_stderr,none": 0.008446843422002416,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "exact_match,none": 0.18892508143322476,
            "exact_match_stderr,none": 0.022377655393510255,
            "alias": "  - leaderboard_math_algebra_hard"
        },
        "leaderboard_math_counting_and_prob_hard": {
            "exact_match,none": 0.0975609756097561,
            "exact_match_stderr,none": 0.026863777740489106,
            "alias": "  - leaderboard_math_counting_and_prob_hard"
        },
        "leaderboard_math_geometry_hard": {
            "exact_match,none": 0.03787878787878788,
            "exact_match_stderr,none": 0.016679279394712563,
            "alias": "  - leaderboard_math_geometry_hard"
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "exact_match,none": 0.014285714285714285,
            "exact_match_stderr,none": 0.00710435089391531,
            "alias": "  - leaderboard_math_intermediate_algebra_hard"
        },
        "leaderboard_math_num_theory_hard": {
            "exact_match,none": 0.09090909090909091,
            "exact_match_stderr,none": 0.02324136329840515,
            "alias": "  - leaderboard_math_num_theory_hard"
        },
        "leaderboard_math_prealgebra_hard": {
            "exact_match,none": 0.2849740932642487,
            "exact_match_stderr,none": 0.032577140777096614,
            "alias": "  - leaderboard_math_prealgebra_hard"
        },
        "leaderboard_math_precalculus_hard": {
            "exact_match,none": 0.044444444444444446,
            "exact_match_stderr,none": 0.017802636020324513,
            "alias": "  - leaderboard_math_precalculus_hard"
        },
        "leaderboard_mmlu_pro": {
            "acc,none": 0.3377659574468085,
            "acc_stderr,none": 0.004311841872935125,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.35185185185185186,
            "acc_norm_stderr,none": 0.016721494050594803,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "acc_norm,none": 0.54,
            "acc_norm_stderr,none": 0.031584653891499,
            "alias": "  - leaderboard_musr_murder_mysteries"
        },
        "leaderboard_musr_object_placements": {
            "acc_norm,none": 0.25390625,
            "acc_norm_stderr,none": 0.027256074423586178,
            "alias": "  - leaderboard_musr_object_placements"
        },
        "leaderboard_musr_team_allocation": {
            "acc_norm,none": 0.264,
            "acc_norm_stderr,none": 0.027934518957690908,
            "alias": "  - leaderboard_musr_team_allocation"
        }
    },
    "leaderboard": {
        "acc,none": 0.3377659574468085,
        "acc_stderr,none": 0.004311841872935125,
        "inst_level_loose_acc,none": 0.5011990407673861,
        "inst_level_loose_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.35304990757855825,
        "prompt_level_loose_acc_stderr,none": 0.020566318668824662,
        "inst_level_strict_acc,none": 0.47002398081534774,
        "inst_level_strict_acc_stderr,none": "N/A",
        "exact_match,none": 0.1163141993957704,
        "exact_match_stderr,none": 0.008446843422002416,
        "acc_norm,none": 0.4291088338305876,
        "acc_norm_stderr,none": 0.0053416927842446045,
        "prompt_level_strict_acc,none": 0.3123844731977819,
        "prompt_level_strict_acc_stderr,none": 0.019944386293758908,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.47214025342822424,
        "acc_norm_stderr,none": 0.006260308668439125,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "acc_norm,none": 0.76,
        "acc_norm_stderr,none": 0.027065293652239007,
        "alias": "  - leaderboard_bbh_boolean_expressions"
    },
    "leaderboard_bbh_causal_judgement": {
        "acc_norm,none": 0.5454545454545454,
        "acc_norm_stderr,none": 0.03650996949556815,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.432,
        "acc_norm_stderr,none": 0.03139181076542941,
        "alias": "  - leaderboard_bbh_date_understanding"
    },
    "leaderboard_bbh_disambiguation_qa": {
        "acc_norm,none": 0.476,
        "acc_norm_stderr,none": 0.03164968895968782,
        "alias": "  - leaderboard_bbh_disambiguation_qa"
    },
    "leaderboard_bbh_formal_fallacies": {
        "acc_norm,none": 0.536,
        "acc_norm_stderr,none": 0.03160397514522374,
        "alias": "  - leaderboard_bbh_formal_fallacies"
    },
    "leaderboard_bbh_geometric_shapes": {
        "acc_norm,none": 0.416,
        "acc_norm_stderr,none": 0.031235856237014574,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.648,
        "acc_norm_stderr,none": 0.030266288057359935,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.368,
        "acc_norm_stderr,none": 0.030562070620993167,
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "acc_norm,none": 0.404,
        "acc_norm_stderr,none": 0.031096688184825295,
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "acc_norm,none": 0.568,
        "acc_norm_stderr,none": 0.03139181076542943,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.568,
        "acc_norm_stderr,none": 0.031391810765429407,
        "alias": "  - leaderboard_bbh_movie_recommendation"
    },
    "leaderboard_bbh_navigate": {
        "acc_norm,none": 0.432,
        "acc_norm_stderr,none": 0.031391810765429407,
        "alias": "  - leaderboard_bbh_navigate"
    },
    "leaderboard_bbh_object_counting": {
        "acc_norm,none": 0.408,
        "acc_norm_stderr,none": 0.0311452098465485,
        "alias": "  - leaderboard_bbh_object_counting"
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "acc_norm,none": 0.3561643835616438,
        "acc_norm_stderr,none": 0.03976754138601308,
        "alias": "  - leaderboard_bbh_penguins_in_a_table"
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "acc_norm,none": 0.572,
        "acc_norm_stderr,none": 0.03135596892377259,
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
    },
    "leaderboard_bbh_ruin_names": {
        "acc_norm,none": 0.668,
        "acc_norm_stderr,none": 0.029844039047465916,
        "alias": "  - leaderboard_bbh_ruin_names"
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "acc_norm,none": 0.456,
        "acc_norm_stderr,none": 0.03156328506121339,
        "alias": "  - leaderboard_bbh_salient_translation_error_detection"
    },
    "leaderboard_bbh_snarks": {
        "acc_norm,none": 0.5955056179775281,
        "acc_norm_stderr,none": 0.036890330438439235,
        "alias": "  - leaderboard_bbh_snarks"
    },
    "leaderboard_bbh_sports_understanding": {
        "acc_norm,none": 0.724,
        "acc_norm_stderr,none": 0.02832853727421136,
        "alias": "  - leaderboard_bbh_sports_understanding"
    },
    "leaderboard_bbh_temporal_sequences": {
        "acc_norm,none": 0.268,
        "acc_norm_stderr,none": 0.02806876238252669,
        "alias": "  - leaderboard_bbh_temporal_sequences"
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "acc_norm,none": 0.152,
        "acc_norm_stderr,none": 0.022752024491765464,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "acc_norm,none": 0.148,
        "acc_norm_stderr,none": 0.022503547243806144,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "acc_norm,none": 0.348,
        "acc_norm_stderr,none": 0.03018656846451169,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
    },
    "leaderboard_bbh_web_of_lies": {
        "acc_norm,none": 0.488,
        "acc_norm_stderr,none": 0.03167708558254709,
        "alias": "  - leaderboard_bbh_web_of_lies"
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.2701342281879195,
        "acc_norm_stderr,none": 0.012864793065266854,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "acc_norm,none": 0.29292929292929293,
        "acc_norm_stderr,none": 0.03242497958178815,
        "alias": "  - leaderboard_gpqa_diamond"
    },
    "leaderboard_gpqa_extended": {
        "acc_norm,none": 0.28205128205128205,
        "acc_norm_stderr,none": 0.01927580392995048,
        "alias": "  - leaderboard_gpqa_extended"
    },
    "leaderboard_gpqa_main": {
        "acc_norm,none": 0.24553571428571427,
        "acc_norm_stderr,none": 0.02035742845448458,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.3123844731977819,
        "prompt_level_strict_acc_stderr,none": 0.019944386293758908,
        "inst_level_strict_acc,none": 0.47002398081534774,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.35304990757855825,
        "prompt_level_loose_acc_stderr,none": 0.020566318668824662,
        "inst_level_loose_acc,none": 0.5011990407673861,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": " - leaderboard_ifeval"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.1163141993957704,
        "exact_match_stderr,none": 0.008446843422002416,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "exact_match,none": 0.18892508143322476,
        "exact_match_stderr,none": 0.022377655393510255,
        "alias": "  - leaderboard_math_algebra_hard"
    },
    "leaderboard_math_counting_and_prob_hard": {
        "exact_match,none": 0.0975609756097561,
        "exact_match_stderr,none": 0.026863777740489106,
        "alias": "  - leaderboard_math_counting_and_prob_hard"
    },
    "leaderboard_math_geometry_hard": {
        "exact_match,none": 0.03787878787878788,
        "exact_match_stderr,none": 0.016679279394712563,
        "alias": "  - leaderboard_math_geometry_hard"
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "exact_match,none": 0.014285714285714285,
        "exact_match_stderr,none": 0.00710435089391531,
        "alias": "  - leaderboard_math_intermediate_algebra_hard"
    },
    "leaderboard_math_num_theory_hard": {
        "exact_match,none": 0.09090909090909091,
        "exact_match_stderr,none": 0.02324136329840515,
        "alias": "  - leaderboard_math_num_theory_hard"
    },
    "leaderboard_math_prealgebra_hard": {
        "exact_match,none": 0.2849740932642487,
        "exact_match_stderr,none": 0.032577140777096614,
        "alias": "  - leaderboard_math_prealgebra_hard"
    },
    "leaderboard_math_precalculus_hard": {
        "exact_match,none": 0.044444444444444446,
        "exact_match_stderr,none": 0.017802636020324513,
        "alias": "  - leaderboard_math_precalculus_hard"
    },
    "leaderboard_mmlu_pro": {
        "acc,none": 0.3377659574468085,
        "acc_stderr,none": 0.004311841872935125,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.35185185185185186,
        "acc_norm_stderr,none": 0.016721494050594803,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "acc_norm,none": 0.54,
        "acc_norm_stderr,none": 0.031584653891499,
        "alias": "  - leaderboard_musr_murder_mysteries"
    },
    "leaderboard_musr_object_placements": {
        "acc_norm,none": 0.25390625,
        "acc_norm_stderr,none": 0.027256074423586178,
        "alias": "  - leaderboard_musr_object_placements"
    },
    "leaderboard_musr_team_allocation": {
        "acc_norm,none": 0.264,
        "acc_norm_stderr,none": 0.027934518957690908,
        "alias": "  - leaderboard_musr_team_allocation"
    }
}

Dataset Details

Dataset Description

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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

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