open-llm-leaderboard/PowerInfer__SmallThinker-3B-Preview-details

Dataset Card for Evaluation run of PowerInfer/SmallThinker-3B-Preview

Dataset automatically created during the evaluation run of model PowerInfer/SmallThinker-3B-Preview 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/PowerInfer__SmallThinker-3B-Preview-details",
    name="PowerInfer__SmallThinker-3B-Preview__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2025-01-08T04-01-20.114324 (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": {
            "inst_level_strict_acc,none": 0.6798561151079137,
            "inst_level_strict_acc_stderr,none": "N/A",
            "inst_level_loose_acc,none": 0.7110311750599521,
            "inst_level_loose_acc_stderr,none": "N/A",
            "prompt_level_strict_acc,none": 0.5600739371534196,
            "prompt_level_strict_acc_stderr,none": 0.021360708220801928,
            "prompt_level_loose_acc,none": 0.6025878003696857,
            "prompt_level_loose_acc_stderr,none": 0.021058812847519905,
            "acc,none": 0.3017785904255319,
            "acc_stderr,none": 0.004184946690654084,
            "acc_norm,none": 0.4086133091192113,
            "acc_norm_stderr,none": 0.005291780994627239,
            "exact_match,none": 0.05891238670694864,
            "exact_match_stderr,none": 0.006294215173043873,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.44662385002603716,
            "acc_norm_stderr,none": 0.006185791270719362,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "alias": "  - leaderboard_bbh_boolean_expressions",
            "acc_norm,none": 0.784,
            "acc_norm_stderr,none": 0.02607865766373279
        },
        "leaderboard_bbh_causal_judgement": {
            "alias": "  - leaderboard_bbh_causal_judgement",
            "acc_norm,none": 0.5935828877005348,
            "acc_norm_stderr,none": 0.036013904358574385
        },
        "leaderboard_bbh_date_understanding": {
            "alias": "  - leaderboard_bbh_date_understanding",
            "acc_norm,none": 0.416,
            "acc_norm_stderr,none": 0.031235856237014505
        },
        "leaderboard_bbh_disambiguation_qa": {
            "alias": "  - leaderboard_bbh_disambiguation_qa",
            "acc_norm,none": 0.58,
            "acc_norm_stderr,none": 0.03127799950463661
        },
        "leaderboard_bbh_formal_fallacies": {
            "alias": "  - leaderboard_bbh_formal_fallacies",
            "acc_norm,none": 0.496,
            "acc_norm_stderr,none": 0.0316851985511992
        },
        "leaderboard_bbh_geometric_shapes": {
            "alias": "  - leaderboard_bbh_geometric_shapes",
            "acc_norm,none": 0.348,
            "acc_norm_stderr,none": 0.030186568464511673
        },
        "leaderboard_bbh_hyperbaton": {
            "alias": "  - leaderboard_bbh_hyperbaton",
            "acc_norm,none": 0.604,
            "acc_norm_stderr,none": 0.030993197854577898
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
            "acc_norm,none": 0.364,
            "acc_norm_stderr,none": 0.030491555220405475
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
            "acc_norm,none": 0.228,
            "acc_norm_stderr,none": 0.026587432487268498
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
            "acc_norm,none": 0.56,
            "acc_norm_stderr,none": 0.03145724452223569
        },
        "leaderboard_bbh_movie_recommendation": {
            "alias": "  - leaderboard_bbh_movie_recommendation",
            "acc_norm,none": 0.68,
            "acc_norm_stderr,none": 0.02956172495524098
        },
        "leaderboard_bbh_navigate": {
            "alias": "  - leaderboard_bbh_navigate",
            "acc_norm,none": 0.6,
            "acc_norm_stderr,none": 0.031046021028253316
        },
        "leaderboard_bbh_object_counting": {
            "alias": "  - leaderboard_bbh_object_counting",
            "acc_norm,none": 0.44,
            "acc_norm_stderr,none": 0.03145724452223569
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "alias": "  - leaderboard_bbh_penguins_in_a_table",
            "acc_norm,none": 0.4589041095890411,
            "acc_norm_stderr,none": 0.04138224905067309
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
            "acc_norm,none": 0.46,
            "acc_norm_stderr,none": 0.031584653891499004
        },
        "leaderboard_bbh_ruin_names": {
            "alias": "  - leaderboard_bbh_ruin_names",
            "acc_norm,none": 0.348,
            "acc_norm_stderr,none": 0.030186568464511673
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "alias": "  - leaderboard_bbh_salient_translation_error_detection",
            "acc_norm,none": 0.452,
            "acc_norm_stderr,none": 0.03153986449255664
        },
        "leaderboard_bbh_snarks": {
            "alias": "  - leaderboard_bbh_snarks",
            "acc_norm,none": 0.5393258426966292,
            "acc_norm_stderr,none": 0.03746587736387869
        },
        "leaderboard_bbh_sports_understanding": {
            "alias": "  - leaderboard_bbh_sports_understanding",
            "acc_norm,none": 0.56,
            "acc_norm_stderr,none": 0.03145724452223569
        },
        "leaderboard_bbh_temporal_sequences": {
            "alias": "  - leaderboard_bbh_temporal_sequences",
            "acc_norm,none": 0.216,
            "acc_norm_stderr,none": 0.02607865766373279
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
            "acc_norm,none": 0.156,
            "acc_norm_stderr,none": 0.022995023034068682
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
            "acc_norm,none": 0.1,
            "acc_norm_stderr,none": 0.01901172751573434
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
            "acc_norm,none": 0.316,
            "acc_norm_stderr,none": 0.029462657598578648
        },
        "leaderboard_bbh_web_of_lies": {
            "alias": "  - leaderboard_bbh_web_of_lies",
            "acc_norm,none": 0.488,
            "acc_norm_stderr,none": 0.03167708558254714
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.2609060402684564,
            "acc_norm_stderr,none": 0.012731897102682027,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "alias": "  - leaderboard_gpqa_diamond",
            "acc_norm,none": 0.2828282828282828,
            "acc_norm_stderr,none": 0.032087795587867514
        },
        "leaderboard_gpqa_extended": {
            "alias": "  - leaderboard_gpqa_extended",
            "acc_norm,none": 0.2564102564102564,
            "acc_norm_stderr,none": 0.018704070930966096
        },
        "leaderboard_gpqa_main": {
            "alias": "  - leaderboard_gpqa_main",
            "acc_norm,none": 0.25669642857142855,
            "acc_norm_stderr,none": 0.020660425491724744
        },
        "leaderboard_ifeval": {
            "alias": " - leaderboard_ifeval",
            "prompt_level_strict_acc,none": 0.5600739371534196,
            "prompt_level_strict_acc_stderr,none": 0.021360708220801928,
            "inst_level_strict_acc,none": 0.6798561151079137,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.6025878003696857,
            "prompt_level_loose_acc_stderr,none": 0.021058812847519905,
            "inst_level_loose_acc,none": 0.7110311750599521,
            "inst_level_loose_acc_stderr,none": "N/A"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.05891238670694864,
            "exact_match_stderr,none": 0.006294215173043873,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "alias": "  - leaderboard_math_algebra_hard",
            "exact_match,none": 0.13355048859934854,
            "exact_match_stderr,none": 0.019446151188848525
        },
        "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": 0.0,
            "exact_match_stderr,none": 0.0
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "alias": "  - leaderboard_math_intermediate_algebra_hard",
            "exact_match,none": 0.0035714285714285713,
            "exact_match_stderr,none": 0.0035714285714285713
        },
        "leaderboard_math_num_theory_hard": {
            "alias": "  - leaderboard_math_num_theory_hard",
            "exact_match,none": 0.045454545454545456,
            "exact_match_stderr,none": 0.016839967582612466
        },
        "leaderboard_math_prealgebra_hard": {
            "alias": "  - leaderboard_math_prealgebra_hard",
            "exact_match,none": 0.12435233160621761,
            "exact_match_stderr,none": 0.02381447708659357
        },
        "leaderboard_math_precalculus_hard": {
            "alias": "  - leaderboard_math_precalculus_hard",
            "exact_match,none": 0.007407407407407408,
            "exact_match_stderr,none": 0.007407407407407408
        },
        "leaderboard_mmlu_pro": {
            "alias": " - leaderboard_mmlu_pro",
            "acc,none": 0.3017785904255319,
            "acc_stderr,none": 0.004184946690654084
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.35185185185185186,
            "acc_norm_stderr,none": 0.01693689813123175,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "alias": "  - leaderboard_musr_murder_mysteries",
            "acc_norm,none": 0.508,
            "acc_norm_stderr,none": 0.03168215643141386
        },
        "leaderboard_musr_object_placements": {
            "alias": "  - leaderboard_musr_object_placements",
            "acc_norm,none": 0.2734375,
            "acc_norm_stderr,none": 0.027912287939448926
        },
        "leaderboard_musr_team_allocation": {
            "alias": "  - leaderboard_musr_team_allocation",
            "acc_norm,none": 0.276,
            "acc_norm_stderr,none": 0.02832853727421142
        }
    },
    "leaderboard": {
        "inst_level_strict_acc,none": 0.6798561151079137,
        "inst_level_strict_acc_stderr,none": "N/A",
        "inst_level_loose_acc,none": 0.7110311750599521,
        "inst_level_loose_acc_stderr,none": "N/A",
        "prompt_level_strict_acc,none": 0.5600739371534196,
        "prompt_level_strict_acc_stderr,none": 0.021360708220801928,
        "prompt_level_loose_acc,none": 0.6025878003696857,
        "prompt_level_loose_acc_stderr,none": 0.021058812847519905,
        "acc,none": 0.3017785904255319,
        "acc_stderr,none": 0.004184946690654084,
        "acc_norm,none": 0.4086133091192113,
        "acc_norm_stderr,none": 0.005291780994627239,
        "exact_match,none": 0.05891238670694864,
        "exact_match_stderr,none": 0.006294215173043873,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.44662385002603716,
        "acc_norm_stderr,none": 0.006185791270719362,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "alias": "  - leaderboard_bbh_boolean_expressions",
        "acc_norm,none": 0.784,
        "acc_norm_stderr,none": 0.02607865766373279
    },
    "leaderboard_bbh_causal_judgement": {
        "alias": "  - leaderboard_bbh_causal_judgement",
        "acc_norm,none": 0.5935828877005348,
        "acc_norm_stderr,none": 0.036013904358574385
    },
    "leaderboard_bbh_date_understanding": {
        "alias": "  - leaderboard_bbh_date_understanding",
        "acc_norm,none": 0.416,
        "acc_norm_stderr,none": 0.031235856237014505
    },
    "leaderboard_bbh_disambiguation_qa": {
        "alias": "  - leaderboard_bbh_disambiguation_qa",
        "acc_norm,none": 0.58,
        "acc_norm_stderr,none": 0.03127799950463661
    },
    "leaderboard_bbh_formal_fallacies": {
        "alias": "  - leaderboard_bbh_formal_fallacies",
        "acc_norm,none": 0.496,
        "acc_norm_stderr,none": 0.0316851985511992
    },
    "leaderboard_bbh_geometric_shapes": {
        "alias": "  - leaderboard_bbh_geometric_shapes",
        "acc_norm,none": 0.348,
        "acc_norm_stderr,none": 0.030186568464511673
    },
    "leaderboard_bbh_hyperbaton": {
        "alias": "  - leaderboard_bbh_hyperbaton",
        "acc_norm,none": 0.604,
        "acc_norm_stderr,none": 0.030993197854577898
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
        "acc_norm,none": 0.364,
        "acc_norm_stderr,none": 0.030491555220405475
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
        "acc_norm,none": 0.228,
        "acc_norm_stderr,none": 0.026587432487268498
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
        "acc_norm,none": 0.56,
        "acc_norm_stderr,none": 0.03145724452223569
    },
    "leaderboard_bbh_movie_recommendation": {
        "alias": "  - leaderboard_bbh_movie_recommendation",
        "acc_norm,none": 0.68,
        "acc_norm_stderr,none": 0.02956172495524098
    },
    "leaderboard_bbh_navigate": {
        "alias": "  - leaderboard_bbh_navigate",
        "acc_norm,none": 0.6,
        "acc_norm_stderr,none": 0.031046021028253316
    },
    "leaderboard_bbh_object_counting": {
        "alias": "  - leaderboard_bbh_object_counting",
        "acc_norm,none": 0.44,
        "acc_norm_stderr,none": 0.03145724452223569
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "alias": "  - leaderboard_bbh_penguins_in_a_table",
        "acc_norm,none": 0.4589041095890411,
        "acc_norm_stderr,none": 0.04138224905067309
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
        "acc_norm,none": 0.46,
        "acc_norm_stderr,none": 0.031584653891499004
    },
    "leaderboard_bbh_ruin_names": {
        "alias": "  - leaderboard_bbh_ruin_names",
        "acc_norm,none": 0.348,
        "acc_norm_stderr,none": 0.030186568464511673
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "alias": "  - leaderboard_bbh_salient_translation_error_detection",
        "acc_norm,none": 0.452,
        "acc_norm_stderr,none": 0.03153986449255664
    },
    "leaderboard_bbh_snarks": {
        "alias": "  - leaderboard_bbh_snarks",
        "acc_norm,none": 0.5393258426966292,
        "acc_norm_stderr,none": 0.03746587736387869
    },
    "leaderboard_bbh_sports_understanding": {
        "alias": "  - leaderboard_bbh_sports_understanding",
        "acc_norm,none": 0.56,
        "acc_norm_stderr,none": 0.03145724452223569
    },
    "leaderboard_bbh_temporal_sequences": {
        "alias": "  - leaderboard_bbh_temporal_sequences",
        "acc_norm,none": 0.216,
        "acc_norm_stderr,none": 0.02607865766373279
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
        "acc_norm,none": 0.156,
        "acc_norm_stderr,none": 0.022995023034068682
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
        "acc_norm,none": 0.1,
        "acc_norm_stderr,none": 0.01901172751573434
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
        "acc_norm,none": 0.316,
        "acc_norm_stderr,none": 0.029462657598578648
    },
    "leaderboard_bbh_web_of_lies": {
        "alias": "  - leaderboard_bbh_web_of_lies",
        "acc_norm,none": 0.488,
        "acc_norm_stderr,none": 0.03167708558254714
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.2609060402684564,
        "acc_norm_stderr,none": 0.012731897102682027,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "alias": "  - leaderboard_gpqa_diamond",
        "acc_norm,none": 0.2828282828282828,
        "acc_norm_stderr,none": 0.032087795587867514
    },
    "leaderboard_gpqa_extended": {
        "alias": "  - leaderboard_gpqa_extended",
        "acc_norm,none": 0.2564102564102564,
        "acc_norm_stderr,none": 0.018704070930966096
    },
    "leaderboard_gpqa_main": {
        "alias": "  - leaderboard_gpqa_main",
        "acc_norm,none": 0.25669642857142855,
        "acc_norm_stderr,none": 0.020660425491724744
    },
    "leaderboard_ifeval": {
        "alias": " - leaderboard_ifeval",
        "prompt_level_strict_acc,none": 0.5600739371534196,
        "prompt_level_strict_acc_stderr,none": 0.021360708220801928,
        "inst_level_strict_acc,none": 0.6798561151079137,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.6025878003696857,
        "prompt_level_loose_acc_stderr,none": 0.021058812847519905,
        "inst_level_loose_acc,none": 0.7110311750599521,
        "inst_level_loose_acc_stderr,none": "N/A"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.05891238670694864,
        "exact_match_stderr,none": 0.006294215173043873,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "alias": "  - leaderboard_math_algebra_hard",
        "exact_match,none": 0.13355048859934854,
        "exact_match_stderr,none": 0.019446151188848525
    },
    "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": 0.0,
        "exact_match_stderr,none": 0.0
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "alias": "  - leaderboard_math_intermediate_algebra_hard",
        "exact_match,none": 0.0035714285714285713,
        "exact_match_stderr,none": 0.0035714285714285713
    },
    "leaderboard_math_num_theory_hard": {
        "alias": "  - leaderboard_math_num_theory_hard",
        "exact_match,none": 0.045454545454545456,
        "exact_match_stderr,none": 0.016839967582612466
    },
    "leaderboard_math_prealgebra_hard": {
        "alias": "  - leaderboard_math_prealgebra_hard",
        "exact_match,none": 0.12435233160621761,
        "exact_match_stderr,none": 0.02381447708659357
    },
    "leaderboard_math_precalculus_hard": {
        "alias": "  - leaderboard_math_precalculus_hard",
        "exact_match,none": 0.007407407407407408,
        "exact_match_stderr,none": 0.007407407407407408
    },
    "leaderboard_mmlu_pro": {
        "alias": " - leaderboard_mmlu_pro",
        "acc,none": 0.3017785904255319,
        "acc_stderr,none": 0.004184946690654084
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.35185185185185186,
        "acc_norm_stderr,none": 0.01693689813123175,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "alias": "  - leaderboard_musr_murder_mysteries",
        "acc_norm,none": 0.508,
        "acc_norm_stderr,none": 0.03168215643141386
    },
    "leaderboard_musr_object_placements": {
        "alias": "  - leaderboard_musr_object_placements",
        "acc_norm,none": 0.2734375,
        "acc_norm_stderr,none": 0.027912287939448926
    },
    "leaderboard_musr_team_allocation": {
        "alias": "  - leaderboard_musr_team_allocation",
        "acc_norm,none": 0.276,
        "acc_norm_stderr,none": 0.02832853727421142
    }
}

Dataset Details

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