open-llm-leaderboard/EVA-UNIT-01__EVA-Qwen2.5-72B-v0.2-details

Dataset Card for Evaluation run of EVA-UNIT-01/EVA-Qwen2.5-72B-v0.2

Dataset automatically created during the evaluation run of model EVA-UNIT-01/EVA-Qwen2.5-72B-v0.2 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/EVA-UNIT-01__EVA-Qwen2.5-72B-v0.2-details",
    name="EVA-UNIT-01__EVA-Qwen2.5-72B-v0.2__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-11-28T01-23-33.473911 (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": 0.581283244680851,
            "acc_stderr,none": 0.004497831782473146,
            "prompt_level_strict_acc,none": 0.6395563770794824,
            "prompt_level_strict_acc_stderr,none": 0.0206614696698795,
            "prompt_level_loose_acc,none": 0.6598890942698706,
            "prompt_level_loose_acc_stderr,none": 0.020386791181835815,
            "inst_level_loose_acc,none": 0.749400479616307,
            "inst_level_loose_acc_stderr,none": "N/A",
            "exact_match,none": 0.3904833836858006,
            "exact_match_stderr,none": 0.01243396363794854,
            "acc_norm,none": 0.6365287326501492,
            "acc_norm_stderr,none": 0.004934376551707139,
            "inst_level_strict_acc,none": 0.7362110311750599,
            "inst_level_strict_acc_stderr,none": "N/A",
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.705433084533935,
            "acc_norm_stderr,none": 0.005430151400213547,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "alias": "  - leaderboard_bbh_boolean_expressions",
            "acc_norm,none": 0.912,
            "acc_norm_stderr,none": 0.017953084777052892
        },
        "leaderboard_bbh_causal_judgement": {
            "alias": "  - leaderboard_bbh_causal_judgement",
            "acc_norm,none": 0.679144385026738,
            "acc_norm_stderr,none": 0.03422783320926161
        },
        "leaderboard_bbh_date_understanding": {
            "alias": "  - leaderboard_bbh_date_understanding",
            "acc_norm,none": 0.768,
            "acc_norm_stderr,none": 0.026750070374865202
        },
        "leaderboard_bbh_disambiguation_qa": {
            "alias": "  - leaderboard_bbh_disambiguation_qa",
            "acc_norm,none": 0.812,
            "acc_norm_stderr,none": 0.02476037772775051
        },
        "leaderboard_bbh_formal_fallacies": {
            "alias": "  - leaderboard_bbh_formal_fallacies",
            "acc_norm,none": 0.672,
            "acc_norm_stderr,none": 0.029752391824475363
        },
        "leaderboard_bbh_geometric_shapes": {
            "alias": "  - leaderboard_bbh_geometric_shapes",
            "acc_norm,none": 0.54,
            "acc_norm_stderr,none": 0.031584653891499004
        },
        "leaderboard_bbh_hyperbaton": {
            "alias": "  - leaderboard_bbh_hyperbaton",
            "acc_norm,none": 0.888,
            "acc_norm_stderr,none": 0.019985536939171485
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
            "acc_norm,none": 0.632,
            "acc_norm_stderr,none": 0.03056207062099311
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
            "acc_norm,none": 0.544,
            "acc_norm_stderr,none": 0.031563285061213475
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
            "acc_norm,none": 0.868,
            "acc_norm_stderr,none": 0.021450980824038166
        },
        "leaderboard_bbh_movie_recommendation": {
            "alias": "  - leaderboard_bbh_movie_recommendation",
            "acc_norm,none": 0.808,
            "acc_norm_stderr,none": 0.02496069198917196
        },
        "leaderboard_bbh_navigate": {
            "alias": "  - leaderboard_bbh_navigate",
            "acc_norm,none": 0.824,
            "acc_norm_stderr,none": 0.024133497525457123
        },
        "leaderboard_bbh_object_counting": {
            "alias": "  - leaderboard_bbh_object_counting",
            "acc_norm,none": 0.54,
            "acc_norm_stderr,none": 0.031584653891499004
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "alias": "  - leaderboard_bbh_penguins_in_a_table",
            "acc_norm,none": 0.773972602739726,
            "acc_norm_stderr,none": 0.034734362688347356
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
            "acc_norm,none": 0.848,
            "acc_norm_stderr,none": 0.022752024491765464
        },
        "leaderboard_bbh_ruin_names": {
            "alias": "  - leaderboard_bbh_ruin_names",
            "acc_norm,none": 0.88,
            "acc_norm_stderr,none": 0.020593600596839998
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "alias": "  - leaderboard_bbh_salient_translation_error_detection",
            "acc_norm,none": 0.68,
            "acc_norm_stderr,none": 0.02956172495524098
        },
        "leaderboard_bbh_snarks": {
            "alias": "  - leaderboard_bbh_snarks",
            "acc_norm,none": 0.9101123595505618,
            "acc_norm_stderr,none": 0.021498633847526316
        },
        "leaderboard_bbh_sports_understanding": {
            "alias": "  - leaderboard_bbh_sports_understanding",
            "acc_norm,none": 0.884,
            "acc_norm_stderr,none": 0.020293429803083823
        },
        "leaderboard_bbh_temporal_sequences": {
            "alias": "  - leaderboard_bbh_temporal_sequences",
            "acc_norm,none": 0.96,
            "acc_norm_stderr,none": 0.012418408411301325
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
            "acc_norm,none": 0.28,
            "acc_norm_stderr,none": 0.02845414827783231
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
            "acc_norm,none": 0.272,
            "acc_norm_stderr,none": 0.028200088296309975
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
            "acc_norm,none": 0.376,
            "acc_norm_stderr,none": 0.03069633626739458
        },
        "leaderboard_bbh_web_of_lies": {
            "alias": "  - leaderboard_bbh_web_of_lies",
            "acc_norm,none": 0.66,
            "acc_norm_stderr,none": 0.030020073605457876
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.4085570469798658,
            "acc_norm_stderr,none": 0.014243260711945819,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "alias": "  - leaderboard_gpqa_diamond",
            "acc_norm,none": 0.45454545454545453,
            "acc_norm_stderr,none": 0.03547601494006935
        },
        "leaderboard_gpqa_extended": {
            "alias": "  - leaderboard_gpqa_extended",
            "acc_norm,none": 0.3974358974358974,
            "acc_norm_stderr,none": 0.020962202982538314
        },
        "leaderboard_gpqa_main": {
            "alias": "  - leaderboard_gpqa_main",
            "acc_norm,none": 0.4017857142857143,
            "acc_norm_stderr,none": 0.023188458233805092
        },
        "leaderboard_ifeval": {
            "alias": " - leaderboard_ifeval",
            "prompt_level_strict_acc,none": 0.6395563770794824,
            "prompt_level_strict_acc_stderr,none": 0.0206614696698795,
            "inst_level_strict_acc,none": 0.7362110311750599,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.6598890942698706,
            "prompt_level_loose_acc_stderr,none": 0.020386791181835815,
            "inst_level_loose_acc,none": 0.749400479616307,
            "inst_level_loose_acc_stderr,none": "N/A"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.3904833836858006,
            "exact_match_stderr,none": 0.01243396363794854,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "alias": "  - leaderboard_math_algebra_hard",
            "exact_match,none": 0.6123778501628665,
            "exact_match_stderr,none": 0.02785180312351935
        },
        "leaderboard_math_counting_and_prob_hard": {
            "alias": "  - leaderboard_math_counting_and_prob_hard",
            "exact_match,none": 0.3983739837398374,
            "exact_match_stderr,none": 0.0443229719533722
        },
        "leaderboard_math_geometry_hard": {
            "alias": "  - leaderboard_math_geometry_hard",
            "exact_match,none": 0.22727272727272727,
            "exact_match_stderr,none": 0.036614333604107194
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "alias": "  - leaderboard_math_intermediate_algebra_hard",
            "exact_match,none": 0.175,
            "exact_match_stderr,none": 0.02274803548176347
        },
        "leaderboard_math_num_theory_hard": {
            "alias": "  - leaderboard_math_num_theory_hard",
            "exact_match,none": 0.4090909090909091,
            "exact_match_stderr,none": 0.03974884691796391
        },
        "leaderboard_math_prealgebra_hard": {
            "alias": "  - leaderboard_math_prealgebra_hard",
            "exact_match,none": 0.5906735751295337,
            "exact_match_stderr,none": 0.0354860816886081
        },
        "leaderboard_math_precalculus_hard": {
            "alias": "  - leaderboard_math_precalculus_hard",
            "exact_match,none": 0.17777777777777778,
            "exact_match_stderr,none": 0.03302789859901719
        },
        "leaderboard_mmlu_pro": {
            "alias": " - leaderboard_mmlu_pro",
            "acc,none": 0.581283244680851,
            "acc_stderr,none": 0.004497831782473146
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.4708994708994709,
            "acc_norm_stderr,none": 0.01774536659872286,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "alias": "  - leaderboard_musr_murder_mysteries",
            "acc_norm,none": 0.604,
            "acc_norm_stderr,none": 0.030993197854577898
        },
        "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": 0.476,
            "acc_norm_stderr,none": 0.03164968895968774
        }
    },
    "leaderboard": {
        "acc,none": 0.581283244680851,
        "acc_stderr,none": 0.004497831782473146,
        "prompt_level_strict_acc,none": 0.6395563770794824,
        "prompt_level_strict_acc_stderr,none": 0.0206614696698795,
        "prompt_level_loose_acc,none": 0.6598890942698706,
        "prompt_level_loose_acc_stderr,none": 0.020386791181835815,
        "inst_level_loose_acc,none": 0.749400479616307,
        "inst_level_loose_acc_stderr,none": "N/A",
        "exact_match,none": 0.3904833836858006,
        "exact_match_stderr,none": 0.01243396363794854,
        "acc_norm,none": 0.6365287326501492,
        "acc_norm_stderr,none": 0.004934376551707139,
        "inst_level_strict_acc,none": 0.7362110311750599,
        "inst_level_strict_acc_stderr,none": "N/A",
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.705433084533935,
        "acc_norm_stderr,none": 0.005430151400213547,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "alias": "  - leaderboard_bbh_boolean_expressions",
        "acc_norm,none": 0.912,
        "acc_norm_stderr,none": 0.017953084777052892
    },
    "leaderboard_bbh_causal_judgement": {
        "alias": "  - leaderboard_bbh_causal_judgement",
        "acc_norm,none": 0.679144385026738,
        "acc_norm_stderr,none": 0.03422783320926161
    },
    "leaderboard_bbh_date_understanding": {
        "alias": "  - leaderboard_bbh_date_understanding",
        "acc_norm,none": 0.768,
        "acc_norm_stderr,none": 0.026750070374865202
    },
    "leaderboard_bbh_disambiguation_qa": {
        "alias": "  - leaderboard_bbh_disambiguation_qa",
        "acc_norm,none": 0.812,
        "acc_norm_stderr,none": 0.02476037772775051
    },
    "leaderboard_bbh_formal_fallacies": {
        "alias": "  - leaderboard_bbh_formal_fallacies",
        "acc_norm,none": 0.672,
        "acc_norm_stderr,none": 0.029752391824475363
    },
    "leaderboard_bbh_geometric_shapes": {
        "alias": "  - leaderboard_bbh_geometric_shapes",
        "acc_norm,none": 0.54,
        "acc_norm_stderr,none": 0.031584653891499004
    },
    "leaderboard_bbh_hyperbaton": {
        "alias": "  - leaderboard_bbh_hyperbaton",
        "acc_norm,none": 0.888,
        "acc_norm_stderr,none": 0.019985536939171485
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
        "acc_norm,none": 0.632,
        "acc_norm_stderr,none": 0.03056207062099311
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
        "acc_norm,none": 0.544,
        "acc_norm_stderr,none": 0.031563285061213475
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
        "acc_norm,none": 0.868,
        "acc_norm_stderr,none": 0.021450980824038166
    },
    "leaderboard_bbh_movie_recommendation": {
        "alias": "  - leaderboard_bbh_movie_recommendation",
        "acc_norm,none": 0.808,
        "acc_norm_stderr,none": 0.02496069198917196
    },
    "leaderboard_bbh_navigate": {
        "alias": "  - leaderboard_bbh_navigate",
        "acc_norm,none": 0.824,
        "acc_norm_stderr,none": 0.024133497525457123
    },
    "leaderboard_bbh_object_counting": {
        "alias": "  - leaderboard_bbh_object_counting",
        "acc_norm,none": 0.54,
        "acc_norm_stderr,none": 0.031584653891499004
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "alias": "  - leaderboard_bbh_penguins_in_a_table",
        "acc_norm,none": 0.773972602739726,
        "acc_norm_stderr,none": 0.034734362688347356
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
        "acc_norm,none": 0.848,
        "acc_norm_stderr,none": 0.022752024491765464
    },
    "leaderboard_bbh_ruin_names": {
        "alias": "  - leaderboard_bbh_ruin_names",
        "acc_norm,none": 0.88,
        "acc_norm_stderr,none": 0.020593600596839998
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "alias": "  - leaderboard_bbh_salient_translation_error_detection",
        "acc_norm,none": 0.68,
        "acc_norm_stderr,none": 0.02956172495524098
    },
    "leaderboard_bbh_snarks": {
        "alias": "  - leaderboard_bbh_snarks",
        "acc_norm,none": 0.9101123595505618,
        "acc_norm_stderr,none": 0.021498633847526316
    },
    "leaderboard_bbh_sports_understanding": {
        "alias": "  - leaderboard_bbh_sports_understanding",
        "acc_norm,none": 0.884,
        "acc_norm_stderr,none": 0.020293429803083823
    },
    "leaderboard_bbh_temporal_sequences": {
        "alias": "  - leaderboard_bbh_temporal_sequences",
        "acc_norm,none": 0.96,
        "acc_norm_stderr,none": 0.012418408411301325
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
        "acc_norm,none": 0.28,
        "acc_norm_stderr,none": 0.02845414827783231
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
        "acc_norm,none": 0.272,
        "acc_norm_stderr,none": 0.028200088296309975
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
        "acc_norm,none": 0.376,
        "acc_norm_stderr,none": 0.03069633626739458
    },
    "leaderboard_bbh_web_of_lies": {
        "alias": "  - leaderboard_bbh_web_of_lies",
        "acc_norm,none": 0.66,
        "acc_norm_stderr,none": 0.030020073605457876
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.4085570469798658,
        "acc_norm_stderr,none": 0.014243260711945819,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "alias": "  - leaderboard_gpqa_diamond",
        "acc_norm,none": 0.45454545454545453,
        "acc_norm_stderr,none": 0.03547601494006935
    },
    "leaderboard_gpqa_extended": {
        "alias": "  - leaderboard_gpqa_extended",
        "acc_norm,none": 0.3974358974358974,
        "acc_norm_stderr,none": 0.020962202982538314
    },
    "leaderboard_gpqa_main": {
        "alias": "  - leaderboard_gpqa_main",
        "acc_norm,none": 0.4017857142857143,
        "acc_norm_stderr,none": 0.023188458233805092
    },
    "leaderboard_ifeval": {
        "alias": " - leaderboard_ifeval",
        "prompt_level_strict_acc,none": 0.6395563770794824,
        "prompt_level_strict_acc_stderr,none": 0.0206614696698795,
        "inst_level_strict_acc,none": 0.7362110311750599,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.6598890942698706,
        "prompt_level_loose_acc_stderr,none": 0.020386791181835815,
        "inst_level_loose_acc,none": 0.749400479616307,
        "inst_level_loose_acc_stderr,none": "N/A"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.3904833836858006,
        "exact_match_stderr,none": 0.01243396363794854,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "alias": "  - leaderboard_math_algebra_hard",
        "exact_match,none": 0.6123778501628665,
        "exact_match_stderr,none": 0.02785180312351935
    },
    "leaderboard_math_counting_and_prob_hard": {
        "alias": "  - leaderboard_math_counting_and_prob_hard",
        "exact_match,none": 0.3983739837398374,
        "exact_match_stderr,none": 0.0443229719533722
    },
    "leaderboard_math_geometry_hard": {
        "alias": "  - leaderboard_math_geometry_hard",
        "exact_match,none": 0.22727272727272727,
        "exact_match_stderr,none": 0.036614333604107194
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "alias": "  - leaderboard_math_intermediate_algebra_hard",
        "exact_match,none": 0.175,
        "exact_match_stderr,none": 0.02274803548176347
    },
    "leaderboard_math_num_theory_hard": {
        "alias": "  - leaderboard_math_num_theory_hard",
        "exact_match,none": 0.4090909090909091,
        "exact_match_stderr,none": 0.03974884691796391
    },
    "leaderboard_math_prealgebra_hard": {
        "alias": "  - leaderboard_math_prealgebra_hard",
        "exact_match,none": 0.5906735751295337,
        "exact_match_stderr,none": 0.0354860816886081
    },
    "leaderboard_math_precalculus_hard": {
        "alias": "  - leaderboard_math_precalculus_hard",
        "exact_match,none": 0.17777777777777778,
        "exact_match_stderr,none": 0.03302789859901719
    },
    "leaderboard_mmlu_pro": {
        "alias": " - leaderboard_mmlu_pro",
        "acc,none": 0.581283244680851,
        "acc_stderr,none": 0.004497831782473146
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.4708994708994709,
        "acc_norm_stderr,none": 0.01774536659872286,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "alias": "  - leaderboard_musr_murder_mysteries",
        "acc_norm,none": 0.604,
        "acc_norm_stderr,none": 0.030993197854577898
    },
    "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": 0.476,
        "acc_norm_stderr,none": 0.03164968895968774
    }
}

Dataset Details

Dataset Description

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