open-llm-leaderboard/migtissera__Llama-3-70B-Synthia-v3.5-details

Dataset Card for Evaluation run of migtissera/Llama-3-70B-Synthia-v3.5

Dataset automatically created during the evaluation run of model migtissera/Llama-3-70B-Synthia-v3.5 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/migtissera__Llama-3-70B-Synthia-v3.5-details",
    name="migtissera__Llama-3-70B-Synthia-v3.5__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-07-18T03-07-17.091809 (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": 0.5582255083179297,
            "prompt_level_strict_acc_stderr,none": 0.021370184758950993,
            "inst_level_loose_acc,none": 0.6810551558752997,
            "inst_level_loose_acc_stderr,none": "N/A",
            "acc,none": 0.4658410904255319,
            "acc_stderr,none": 0.00454782004750598,
            "inst_level_strict_acc,none": 0.657074340527578,
            "inst_level_strict_acc_stderr,none": "N/A",
            "acc_norm,none": 0.5922947204566091,
            "acc_norm_stderr,none": 0.0051250948092908385,
            "exact_match,none": 0.18957703927492447,
            "exact_match_stderr,none": 0.010099276921495459,
            "prompt_level_loose_acc,none": 0.5841035120147874,
            "prompt_level_loose_acc_stderr,none": 0.0212099993568188,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.6479777816351328,
            "acc_norm_stderr,none": 0.005761202824362101,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "acc_norm,none": 0.868,
            "acc_norm_stderr,none": 0.02145098082403813,
            "alias": "  - leaderboard_bbh_boolean_expressions"
        },
        "leaderboard_bbh_causal_judgement": {
            "acc_norm,none": 0.6951871657754011,
            "acc_norm_stderr,none": 0.033752894763675746,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.592,
            "acc_norm_stderr,none": 0.031145209846548495,
            "alias": "  - leaderboard_bbh_date_understanding"
        },
        "leaderboard_bbh_disambiguation_qa": {
            "acc_norm,none": 0.692,
            "acc_norm_stderr,none": 0.029256928606501868,
            "alias": "  - leaderboard_bbh_disambiguation_qa"
        },
        "leaderboard_bbh_formal_fallacies": {
            "acc_norm,none": 0.648,
            "acc_norm_stderr,none": 0.03026628805735994,
            "alias": "  - leaderboard_bbh_formal_fallacies"
        },
        "leaderboard_bbh_geometric_shapes": {
            "acc_norm,none": 0.488,
            "acc_norm_stderr,none": 0.03167708558254709,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.636,
            "acc_norm_stderr,none": 0.030491555220405555,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.548,
            "acc_norm_stderr,none": 0.03153986449255662,
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "acc_norm,none": 0.508,
            "acc_norm_stderr,none": 0.031682156431413803,
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "acc_norm,none": 0.8,
            "acc_norm_stderr,none": 0.025348970020979085,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.908,
            "acc_norm_stderr,none": 0.018316275379429644,
            "alias": "  - leaderboard_bbh_movie_recommendation"
        },
        "leaderboard_bbh_navigate": {
            "acc_norm,none": 0.664,
            "acc_norm_stderr,none": 0.029933259094191516,
            "alias": "  - leaderboard_bbh_navigate"
        },
        "leaderboard_bbh_object_counting": {
            "acc_norm,none": 0.732,
            "acc_norm_stderr,none": 0.02806876238252669,
            "alias": "  - leaderboard_bbh_object_counting"
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "acc_norm,none": 0.6095890410958904,
            "acc_norm_stderr,none": 0.04051310916589183,
            "alias": "  - leaderboard_bbh_penguins_in_a_table"
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "acc_norm,none": 0.748,
            "acc_norm_stderr,none": 0.02751385193303135,
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
        },
        "leaderboard_bbh_ruin_names": {
            "acc_norm,none": 0.884,
            "acc_norm_stderr,none": 0.02029342980308387,
            "alias": "  - leaderboard_bbh_ruin_names"
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "acc_norm,none": 0.656,
            "acc_norm_stderr,none": 0.03010450339231639,
            "alias": "  - leaderboard_bbh_salient_translation_error_detection"
        },
        "leaderboard_bbh_snarks": {
            "acc_norm,none": 0.7359550561797753,
            "acc_norm_stderr,none": 0.03313431077658841,
            "alias": "  - leaderboard_bbh_snarks"
        },
        "leaderboard_bbh_sports_understanding": {
            "acc_norm,none": 0.912,
            "acc_norm_stderr,none": 0.01795308477705288,
            "alias": "  - leaderboard_bbh_sports_understanding"
        },
        "leaderboard_bbh_temporal_sequences": {
            "acc_norm,none": 0.932,
            "acc_norm_stderr,none": 0.01595374841074703,
            "alias": "  - leaderboard_bbh_temporal_sequences"
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "acc_norm,none": 0.296,
            "acc_norm_stderr,none": 0.02892893938837962,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "acc_norm,none": 0.224,
            "acc_norm_stderr,none": 0.02642136168734791,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "acc_norm,none": 0.332,
            "acc_norm_stderr,none": 0.029844039047465905,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
        },
        "leaderboard_bbh_web_of_lies": {
            "acc_norm,none": 0.464,
            "acc_norm_stderr,none": 0.031603975145223735,
            "alias": "  - leaderboard_bbh_web_of_lies"
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.3875838926174497,
            "acc_norm_stderr,none": 0.014128506690246682,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "acc_norm,none": 0.3939393939393939,
            "acc_norm_stderr,none": 0.034812853382329624,
            "alias": "  - leaderboard_gpqa_diamond"
        },
        "leaderboard_gpqa_extended": {
            "acc_norm,none": 0.38278388278388276,
            "acc_norm_stderr,none": 0.02082078979830678,
            "alias": "  - leaderboard_gpqa_extended"
        },
        "leaderboard_gpqa_main": {
            "acc_norm,none": 0.390625,
            "acc_norm_stderr,none": 0.023076427311939374,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.5582255083179297,
            "prompt_level_strict_acc_stderr,none": 0.021370184758950996,
            "inst_level_strict_acc,none": 0.657074340527578,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.5841035120147874,
            "prompt_level_loose_acc_stderr,none": 0.0212099993568188,
            "inst_level_loose_acc,none": 0.6810551558752997,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": " - leaderboard_ifeval"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.18957703927492447,
            "exact_match_stderr,none": 0.010099276921495459,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "exact_match,none": 0.2964169381107492,
            "exact_match_stderr,none": 0.026106489872007893,
            "alias": "  - leaderboard_math_algebra_hard"
        },
        "leaderboard_math_counting_and_prob_hard": {
            "exact_match,none": 0.12195121951219512,
            "exact_match_stderr,none": 0.029625963299228612,
            "alias": "  - leaderboard_math_counting_and_prob_hard"
        },
        "leaderboard_math_geometry_hard": {
            "exact_match,none": 0.07575757575757576,
            "exact_match_stderr,none": 0.02311906874179555,
            "alias": "  - leaderboard_math_geometry_hard"
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "exact_match,none": 0.039285714285714285,
            "exact_match_stderr,none": 0.011630873964205705,
            "alias": "  - leaderboard_math_intermediate_algebra_hard"
        },
        "leaderboard_math_num_theory_hard": {
            "exact_match,none": 0.22727272727272727,
            "exact_match_stderr,none": 0.033879817840905886,
            "alias": "  - leaderboard_math_num_theory_hard"
        },
        "leaderboard_math_prealgebra_hard": {
            "exact_match,none": 0.42487046632124353,
            "exact_match_stderr,none": 0.035674713352125395,
            "alias": "  - leaderboard_math_prealgebra_hard"
        },
        "leaderboard_math_precalculus_hard": {
            "exact_match,none": 0.05185185185185185,
            "exact_match_stderr,none": 0.019154368449050517,
            "alias": "  - leaderboard_math_precalculus_hard"
        },
        "leaderboard_mmlu_pro": {
            "acc,none": 0.4658410904255319,
            "acc_stderr,none": 0.00454782004750598,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.49074074074074076,
            "acc_norm_stderr,none": 0.01753944328998668,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "acc_norm,none": 0.628,
            "acc_norm_stderr,none": 0.030630325944558313,
            "alias": "  - leaderboard_musr_murder_mysteries"
        },
        "leaderboard_musr_object_placements": {
            "acc_norm,none": 0.30859375,
            "acc_norm_stderr,none": 0.028926115987483066,
            "alias": "  - leaderboard_musr_object_placements"
        },
        "leaderboard_musr_team_allocation": {
            "acc_norm,none": 0.54,
            "acc_norm_stderr,none": 0.03158465389149899,
            "alias": "  - leaderboard_musr_team_allocation"
        }
    },
    "leaderboard": {
        "prompt_level_strict_acc,none": 0.5582255083179297,
        "prompt_level_strict_acc_stderr,none": 0.021370184758950993,
        "inst_level_loose_acc,none": 0.6810551558752997,
        "inst_level_loose_acc_stderr,none": "N/A",
        "acc,none": 0.4658410904255319,
        "acc_stderr,none": 0.00454782004750598,
        "inst_level_strict_acc,none": 0.657074340527578,
        "inst_level_strict_acc_stderr,none": "N/A",
        "acc_norm,none": 0.5922947204566091,
        "acc_norm_stderr,none": 0.0051250948092908385,
        "exact_match,none": 0.18957703927492447,
        "exact_match_stderr,none": 0.010099276921495459,
        "prompt_level_loose_acc,none": 0.5841035120147874,
        "prompt_level_loose_acc_stderr,none": 0.0212099993568188,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.6479777816351328,
        "acc_norm_stderr,none": 0.005761202824362101,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "acc_norm,none": 0.868,
        "acc_norm_stderr,none": 0.02145098082403813,
        "alias": "  - leaderboard_bbh_boolean_expressions"
    },
    "leaderboard_bbh_causal_judgement": {
        "acc_norm,none": 0.6951871657754011,
        "acc_norm_stderr,none": 0.033752894763675746,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.592,
        "acc_norm_stderr,none": 0.031145209846548495,
        "alias": "  - leaderboard_bbh_date_understanding"
    },
    "leaderboard_bbh_disambiguation_qa": {
        "acc_norm,none": 0.692,
        "acc_norm_stderr,none": 0.029256928606501868,
        "alias": "  - leaderboard_bbh_disambiguation_qa"
    },
    "leaderboard_bbh_formal_fallacies": {
        "acc_norm,none": 0.648,
        "acc_norm_stderr,none": 0.03026628805735994,
        "alias": "  - leaderboard_bbh_formal_fallacies"
    },
    "leaderboard_bbh_geometric_shapes": {
        "acc_norm,none": 0.488,
        "acc_norm_stderr,none": 0.03167708558254709,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.636,
        "acc_norm_stderr,none": 0.030491555220405555,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.548,
        "acc_norm_stderr,none": 0.03153986449255662,
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "acc_norm,none": 0.508,
        "acc_norm_stderr,none": 0.031682156431413803,
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "acc_norm,none": 0.8,
        "acc_norm_stderr,none": 0.025348970020979085,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.908,
        "acc_norm_stderr,none": 0.018316275379429644,
        "alias": "  - leaderboard_bbh_movie_recommendation"
    },
    "leaderboard_bbh_navigate": {
        "acc_norm,none": 0.664,
        "acc_norm_stderr,none": 0.029933259094191516,
        "alias": "  - leaderboard_bbh_navigate"
    },
    "leaderboard_bbh_object_counting": {
        "acc_norm,none": 0.732,
        "acc_norm_stderr,none": 0.02806876238252669,
        "alias": "  - leaderboard_bbh_object_counting"
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "acc_norm,none": 0.6095890410958904,
        "acc_norm_stderr,none": 0.04051310916589183,
        "alias": "  - leaderboard_bbh_penguins_in_a_table"
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "acc_norm,none": 0.748,
        "acc_norm_stderr,none": 0.02751385193303135,
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
    },
    "leaderboard_bbh_ruin_names": {
        "acc_norm,none": 0.884,
        "acc_norm_stderr,none": 0.02029342980308387,
        "alias": "  - leaderboard_bbh_ruin_names"
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "acc_norm,none": 0.656,
        "acc_norm_stderr,none": 0.03010450339231639,
        "alias": "  - leaderboard_bbh_salient_translation_error_detection"
    },
    "leaderboard_bbh_snarks": {
        "acc_norm,none": 0.7359550561797753,
        "acc_norm_stderr,none": 0.03313431077658841,
        "alias": "  - leaderboard_bbh_snarks"
    },
    "leaderboard_bbh_sports_understanding": {
        "acc_norm,none": 0.912,
        "acc_norm_stderr,none": 0.01795308477705288,
        "alias": "  - leaderboard_bbh_sports_understanding"
    },
    "leaderboard_bbh_temporal_sequences": {
        "acc_norm,none": 0.932,
        "acc_norm_stderr,none": 0.01595374841074703,
        "alias": "  - leaderboard_bbh_temporal_sequences"
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "acc_norm,none": 0.296,
        "acc_norm_stderr,none": 0.02892893938837962,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "acc_norm,none": 0.224,
        "acc_norm_stderr,none": 0.02642136168734791,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "acc_norm,none": 0.332,
        "acc_norm_stderr,none": 0.029844039047465905,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
    },
    "leaderboard_bbh_web_of_lies": {
        "acc_norm,none": 0.464,
        "acc_norm_stderr,none": 0.031603975145223735,
        "alias": "  - leaderboard_bbh_web_of_lies"
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.3875838926174497,
        "acc_norm_stderr,none": 0.014128506690246682,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "acc_norm,none": 0.3939393939393939,
        "acc_norm_stderr,none": 0.034812853382329624,
        "alias": "  - leaderboard_gpqa_diamond"
    },
    "leaderboard_gpqa_extended": {
        "acc_norm,none": 0.38278388278388276,
        "acc_norm_stderr,none": 0.02082078979830678,
        "alias": "  - leaderboard_gpqa_extended"
    },
    "leaderboard_gpqa_main": {
        "acc_norm,none": 0.390625,
        "acc_norm_stderr,none": 0.023076427311939374,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.5582255083179297,
        "prompt_level_strict_acc_stderr,none": 0.021370184758950996,
        "inst_level_strict_acc,none": 0.657074340527578,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.5841035120147874,
        "prompt_level_loose_acc_stderr,none": 0.0212099993568188,
        "inst_level_loose_acc,none": 0.6810551558752997,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": " - leaderboard_ifeval"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.18957703927492447,
        "exact_match_stderr,none": 0.010099276921495459,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "exact_match,none": 0.2964169381107492,
        "exact_match_stderr,none": 0.026106489872007893,
        "alias": "  - leaderboard_math_algebra_hard"
    },
    "leaderboard_math_counting_and_prob_hard": {
        "exact_match,none": 0.12195121951219512,
        "exact_match_stderr,none": 0.029625963299228612,
        "alias": "  - leaderboard_math_counting_and_prob_hard"
    },
    "leaderboard_math_geometry_hard": {
        "exact_match,none": 0.07575757575757576,
        "exact_match_stderr,none": 0.02311906874179555,
        "alias": "  - leaderboard_math_geometry_hard"
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "exact_match,none": 0.039285714285714285,
        "exact_match_stderr,none": 0.011630873964205705,
        "alias": "  - leaderboard_math_intermediate_algebra_hard"
    },
    "leaderboard_math_num_theory_hard": {
        "exact_match,none": 0.22727272727272727,
        "exact_match_stderr,none": 0.033879817840905886,
        "alias": "  - leaderboard_math_num_theory_hard"
    },
    "leaderboard_math_prealgebra_hard": {
        "exact_match,none": 0.42487046632124353,
        "exact_match_stderr,none": 0.035674713352125395,
        "alias": "  - leaderboard_math_prealgebra_hard"
    },
    "leaderboard_math_precalculus_hard": {
        "exact_match,none": 0.05185185185185185,
        "exact_match_stderr,none": 0.019154368449050517,
        "alias": "  - leaderboard_math_precalculus_hard"
    },
    "leaderboard_mmlu_pro": {
        "acc,none": 0.4658410904255319,
        "acc_stderr,none": 0.00454782004750598,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.49074074074074076,
        "acc_norm_stderr,none": 0.01753944328998668,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "acc_norm,none": 0.628,
        "acc_norm_stderr,none": 0.030630325944558313,
        "alias": "  - leaderboard_musr_murder_mysteries"
    },
    "leaderboard_musr_object_placements": {
        "acc_norm,none": 0.30859375,
        "acc_norm_stderr,none": 0.028926115987483066,
        "alias": "  - leaderboard_musr_object_placements"
    },
    "leaderboard_musr_team_allocation": {
        "acc_norm,none": 0.54,
        "acc_norm_stderr,none": 0.03158465389149899,
        "alias": "  - leaderboard_musr_team_allocation"
    }
}

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