open-llm-leaderboard/Daemontatox__Phi-4-COT-details

Dataset Card for Evaluation run of Daemontatox/Phi-4-COT

Dataset automatically created during the evaluation run of model Daemontatox/Phi-4-COT 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/Daemontatox__Phi-4-COT-details",
    name="Daemontatox__Phi-4-COT__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2025-01-14T02-51-00.520335 (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": 0.500498670212766,
            "acc_stderr,none": 0.004558468152234875,
            "inst_level_loose_acc,none": 0.26498800959232616,
            "inst_level_loose_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.17005545286506468,
            "prompt_level_loose_acc_stderr,none": 0.0161667580648002,
            "prompt_level_strict_acc,none": 0.1367837338262477,
            "prompt_level_strict_acc_stderr,none": 0.014787002800682885,
            "inst_level_strict_acc,none": 0.22182254196642687,
            "inst_level_strict_acc_stderr,none": "N/A",
            "exact_match,none": 0.18353474320241692,
            "exact_match_stderr,none": 0.01022984093190163,
            "acc_norm,none": 0.5561032559346218,
            "acc_norm_stderr,none": 0.005152500816616139,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.6153445582364173,
            "acc_norm_stderr,none": 0.005824517942769557,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "alias": "  - leaderboard_bbh_boolean_expressions",
            "acc_norm,none": 0.928,
            "acc_norm_stderr,none": 0.016381005750490122
        },
        "leaderboard_bbh_causal_judgement": {
            "alias": "  - leaderboard_bbh_causal_judgement",
            "acc_norm,none": 0.6310160427807486,
            "acc_norm_stderr,none": 0.03538078548260318
        },
        "leaderboard_bbh_date_understanding": {
            "alias": "  - leaderboard_bbh_date_understanding",
            "acc_norm,none": 0.744,
            "acc_norm_stderr,none": 0.027657108718204846
        },
        "leaderboard_bbh_disambiguation_qa": {
            "alias": "  - leaderboard_bbh_disambiguation_qa",
            "acc_norm,none": 0.456,
            "acc_norm_stderr,none": 0.031563285061213475
        },
        "leaderboard_bbh_formal_fallacies": {
            "alias": "  - leaderboard_bbh_formal_fallacies",
            "acc_norm,none": 0.724,
            "acc_norm_stderr,none": 0.02832853727421142
        },
        "leaderboard_bbh_geometric_shapes": {
            "alias": "  - leaderboard_bbh_geometric_shapes",
            "acc_norm,none": 0.368,
            "acc_norm_stderr,none": 0.03056207062099311
        },
        "leaderboard_bbh_hyperbaton": {
            "alias": "  - leaderboard_bbh_hyperbaton",
            "acc_norm,none": 0.708,
            "acc_norm_stderr,none": 0.028814320402205634
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
            "acc_norm,none": 0.52,
            "acc_norm_stderr,none": 0.03166085340849512
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
            "acc_norm,none": 0.376,
            "acc_norm_stderr,none": 0.03069633626739458
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
            "acc_norm,none": 0.736,
            "acc_norm_stderr,none": 0.027934518957690866
        },
        "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": 0.716,
            "acc_norm_stderr,none": 0.028576958730437443
        },
        "leaderboard_bbh_object_counting": {
            "alias": "  - leaderboard_bbh_object_counting",
            "acc_norm,none": 0.544,
            "acc_norm_stderr,none": 0.031563285061213475
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "alias": "  - leaderboard_bbh_penguins_in_a_table",
            "acc_norm,none": 0.5958904109589042,
            "acc_norm_stderr,none": 0.0407519857003932
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
            "acc_norm,none": 0.768,
            "acc_norm_stderr,none": 0.026750070374865202
        },
        "leaderboard_bbh_ruin_names": {
            "alias": "  - leaderboard_bbh_ruin_names",
            "acc_norm,none": 0.752,
            "acc_norm_stderr,none": 0.027367497504863593
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "alias": "  - leaderboard_bbh_salient_translation_error_detection",
            "acc_norm,none": 0.596,
            "acc_norm_stderr,none": 0.03109668818482536
        },
        "leaderboard_bbh_snarks": {
            "alias": "  - leaderboard_bbh_snarks",
            "acc_norm,none": 0.7921348314606742,
            "acc_norm_stderr,none": 0.03050027695043691
        },
        "leaderboard_bbh_sports_understanding": {
            "alias": "  - leaderboard_bbh_sports_understanding",
            "acc_norm,none": 0.716,
            "acc_norm_stderr,none": 0.028576958730437443
        },
        "leaderboard_bbh_temporal_sequences": {
            "alias": "  - leaderboard_bbh_temporal_sequences",
            "acc_norm,none": 0.996,
            "acc_norm_stderr,none": 0.004
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
            "acc_norm,none": 0.248,
            "acc_norm_stderr,none": 0.027367497504863593
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
            "acc_norm,none": 0.164,
            "acc_norm_stderr,none": 0.02346526100207671
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
            "acc_norm,none": 0.392,
            "acc_norm_stderr,none": 0.030938207620401222
        },
        "leaderboard_bbh_web_of_lies": {
            "alias": "  - leaderboard_bbh_web_of_lies",
            "acc_norm,none": 0.536,
            "acc_norm_stderr,none": 0.031603975145223735
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.33557046979865773,
            "acc_norm_stderr,none": 0.013693589633363822,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "alias": "  - leaderboard_gpqa_diamond",
            "acc_norm,none": 0.3333333333333333,
            "acc_norm_stderr,none": 0.033586181457325226
        },
        "leaderboard_gpqa_extended": {
            "alias": "  - leaderboard_gpqa_extended",
            "acc_norm,none": 0.3333333333333333,
            "acc_norm_stderr,none": 0.02019275109384609
        },
        "leaderboard_gpqa_main": {
            "alias": "  - leaderboard_gpqa_main",
            "acc_norm,none": 0.3392857142857143,
            "acc_norm_stderr,none": 0.022394216573589882
        },
        "leaderboard_ifeval": {
            "alias": " - leaderboard_ifeval",
            "prompt_level_strict_acc,none": 0.1367837338262477,
            "prompt_level_strict_acc_stderr,none": 0.014787002800682885,
            "inst_level_strict_acc,none": 0.22182254196642687,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.17005545286506468,
            "prompt_level_loose_acc_stderr,none": 0.0161667580648002,
            "inst_level_loose_acc,none": 0.26498800959232616,
            "inst_level_loose_acc_stderr,none": "N/A"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.18353474320241692,
            "exact_match_stderr,none": 0.01022984093190163,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "alias": "  - leaderboard_math_algebra_hard",
            "exact_match,none": 0.2931596091205212,
            "exact_match_stderr,none": 0.026022680699478443
        },
        "leaderboard_math_counting_and_prob_hard": {
            "alias": "  - leaderboard_math_counting_and_prob_hard",
            "exact_match,none": 0.2032520325203252,
            "exact_match_stderr,none": 0.03643325851749072
        },
        "leaderboard_math_geometry_hard": {
            "alias": "  - leaderboard_math_geometry_hard",
            "exact_match,none": 0.08333333333333333,
            "exact_match_stderr,none": 0.02414790444796731
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "alias": "  - leaderboard_math_intermediate_algebra_hard",
            "exact_match,none": 0.05714285714285714,
            "exact_match_stderr,none": 0.013896384488969144
        },
        "leaderboard_math_num_theory_hard": {
            "alias": "  - leaderboard_math_num_theory_hard",
            "exact_match,none": 0.17532467532467533,
            "exact_match_stderr,none": 0.030740951540480968
        },
        "leaderboard_math_prealgebra_hard": {
            "alias": "  - leaderboard_math_prealgebra_hard",
            "exact_match,none": 0.33678756476683935,
            "exact_match_stderr,none": 0.03410780251836183
        },
        "leaderboard_math_precalculus_hard": {
            "alias": "  - leaderboard_math_precalculus_hard",
            "exact_match,none": 0.06666666666666667,
            "exact_match_stderr,none": 0.021548664505181808
        },
        "leaderboard_mmlu_pro": {
            "alias": " - leaderboard_mmlu_pro",
            "acc,none": 0.500498670212766,
            "acc_stderr,none": 0.004558468152234876
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.4523809523809524,
            "acc_norm_stderr,none": 0.018006496840962612,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "alias": "  - leaderboard_musr_murder_mysteries",
            "acc_norm,none": 0.52,
            "acc_norm_stderr,none": 0.03166085340849512
        },
        "leaderboard_musr_object_placements": {
            "alias": "  - leaderboard_musr_object_placements",
            "acc_norm,none": 0.375,
            "acc_norm_stderr,none": 0.03031695312954162
        },
        "leaderboard_musr_team_allocation": {
            "alias": "  - leaderboard_musr_team_allocation",
            "acc_norm,none": 0.464,
            "acc_norm_stderr,none": 0.03160397514522374
        }
    },
    "leaderboard": {
        "acc,none": 0.500498670212766,
        "acc_stderr,none": 0.004558468152234875,
        "inst_level_loose_acc,none": 0.26498800959232616,
        "inst_level_loose_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.17005545286506468,
        "prompt_level_loose_acc_stderr,none": 0.0161667580648002,
        "prompt_level_strict_acc,none": 0.1367837338262477,
        "prompt_level_strict_acc_stderr,none": 0.014787002800682885,
        "inst_level_strict_acc,none": 0.22182254196642687,
        "inst_level_strict_acc_stderr,none": "N/A",
        "exact_match,none": 0.18353474320241692,
        "exact_match_stderr,none": 0.01022984093190163,
        "acc_norm,none": 0.5561032559346218,
        "acc_norm_stderr,none": 0.005152500816616139,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.6153445582364173,
        "acc_norm_stderr,none": 0.005824517942769557,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "alias": "  - leaderboard_bbh_boolean_expressions",
        "acc_norm,none": 0.928,
        "acc_norm_stderr,none": 0.016381005750490122
    },
    "leaderboard_bbh_causal_judgement": {
        "alias": "  - leaderboard_bbh_causal_judgement",
        "acc_norm,none": 0.6310160427807486,
        "acc_norm_stderr,none": 0.03538078548260318
    },
    "leaderboard_bbh_date_understanding": {
        "alias": "  - leaderboard_bbh_date_understanding",
        "acc_norm,none": 0.744,
        "acc_norm_stderr,none": 0.027657108718204846
    },
    "leaderboard_bbh_disambiguation_qa": {
        "alias": "  - leaderboard_bbh_disambiguation_qa",
        "acc_norm,none": 0.456,
        "acc_norm_stderr,none": 0.031563285061213475
    },
    "leaderboard_bbh_formal_fallacies": {
        "alias": "  - leaderboard_bbh_formal_fallacies",
        "acc_norm,none": 0.724,
        "acc_norm_stderr,none": 0.02832853727421142
    },
    "leaderboard_bbh_geometric_shapes": {
        "alias": "  - leaderboard_bbh_geometric_shapes",
        "acc_norm,none": 0.368,
        "acc_norm_stderr,none": 0.03056207062099311
    },
    "leaderboard_bbh_hyperbaton": {
        "alias": "  - leaderboard_bbh_hyperbaton",
        "acc_norm,none": 0.708,
        "acc_norm_stderr,none": 0.028814320402205634
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
        "acc_norm,none": 0.52,
        "acc_norm_stderr,none": 0.03166085340849512
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
        "acc_norm,none": 0.376,
        "acc_norm_stderr,none": 0.03069633626739458
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
        "acc_norm,none": 0.736,
        "acc_norm_stderr,none": 0.027934518957690866
    },
    "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": 0.716,
        "acc_norm_stderr,none": 0.028576958730437443
    },
    "leaderboard_bbh_object_counting": {
        "alias": "  - leaderboard_bbh_object_counting",
        "acc_norm,none": 0.544,
        "acc_norm_stderr,none": 0.031563285061213475
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "alias": "  - leaderboard_bbh_penguins_in_a_table",
        "acc_norm,none": 0.5958904109589042,
        "acc_norm_stderr,none": 0.0407519857003932
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
        "acc_norm,none": 0.768,
        "acc_norm_stderr,none": 0.026750070374865202
    },
    "leaderboard_bbh_ruin_names": {
        "alias": "  - leaderboard_bbh_ruin_names",
        "acc_norm,none": 0.752,
        "acc_norm_stderr,none": 0.027367497504863593
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "alias": "  - leaderboard_bbh_salient_translation_error_detection",
        "acc_norm,none": 0.596,
        "acc_norm_stderr,none": 0.03109668818482536
    },
    "leaderboard_bbh_snarks": {
        "alias": "  - leaderboard_bbh_snarks",
        "acc_norm,none": 0.7921348314606742,
        "acc_norm_stderr,none": 0.03050027695043691
    },
    "leaderboard_bbh_sports_understanding": {
        "alias": "  - leaderboard_bbh_sports_understanding",
        "acc_norm,none": 0.716,
        "acc_norm_stderr,none": 0.028576958730437443
    },
    "leaderboard_bbh_temporal_sequences": {
        "alias": "  - leaderboard_bbh_temporal_sequences",
        "acc_norm,none": 0.996,
        "acc_norm_stderr,none": 0.004
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
        "acc_norm,none": 0.248,
        "acc_norm_stderr,none": 0.027367497504863593
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
        "acc_norm,none": 0.164,
        "acc_norm_stderr,none": 0.02346526100207671
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
        "acc_norm,none": 0.392,
        "acc_norm_stderr,none": 0.030938207620401222
    },
    "leaderboard_bbh_web_of_lies": {
        "alias": "  - leaderboard_bbh_web_of_lies",
        "acc_norm,none": 0.536,
        "acc_norm_stderr,none": 0.031603975145223735
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.33557046979865773,
        "acc_norm_stderr,none": 0.013693589633363822,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "alias": "  - leaderboard_gpqa_diamond",
        "acc_norm,none": 0.3333333333333333,
        "acc_norm_stderr,none": 0.033586181457325226
    },
    "leaderboard_gpqa_extended": {
        "alias": "  - leaderboard_gpqa_extended",
        "acc_norm,none": 0.3333333333333333,
        "acc_norm_stderr,none": 0.02019275109384609
    },
    "leaderboard_gpqa_main": {
        "alias": "  - leaderboard_gpqa_main",
        "acc_norm,none": 0.3392857142857143,
        "acc_norm_stderr,none": 0.022394216573589882
    },
    "leaderboard_ifeval": {
        "alias": " - leaderboard_ifeval",
        "prompt_level_strict_acc,none": 0.1367837338262477,
        "prompt_level_strict_acc_stderr,none": 0.014787002800682885,
        "inst_level_strict_acc,none": 0.22182254196642687,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.17005545286506468,
        "prompt_level_loose_acc_stderr,none": 0.0161667580648002,
        "inst_level_loose_acc,none": 0.26498800959232616,
        "inst_level_loose_acc_stderr,none": "N/A"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.18353474320241692,
        "exact_match_stderr,none": 0.01022984093190163,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "alias": "  - leaderboard_math_algebra_hard",
        "exact_match,none": 0.2931596091205212,
        "exact_match_stderr,none": 0.026022680699478443
    },
    "leaderboard_math_counting_and_prob_hard": {
        "alias": "  - leaderboard_math_counting_and_prob_hard",
        "exact_match,none": 0.2032520325203252,
        "exact_match_stderr,none": 0.03643325851749072
    },
    "leaderboard_math_geometry_hard": {
        "alias": "  - leaderboard_math_geometry_hard",
        "exact_match,none": 0.08333333333333333,
        "exact_match_stderr,none": 0.02414790444796731
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "alias": "  - leaderboard_math_intermediate_algebra_hard",
        "exact_match,none": 0.05714285714285714,
        "exact_match_stderr,none": 0.013896384488969144
    },
    "leaderboard_math_num_theory_hard": {
        "alias": "  - leaderboard_math_num_theory_hard",
        "exact_match,none": 0.17532467532467533,
        "exact_match_stderr,none": 0.030740951540480968
    },
    "leaderboard_math_prealgebra_hard": {
        "alias": "  - leaderboard_math_prealgebra_hard",
        "exact_match,none": 0.33678756476683935,
        "exact_match_stderr,none": 0.03410780251836183
    },
    "leaderboard_math_precalculus_hard": {
        "alias": "  - leaderboard_math_precalculus_hard",
        "exact_match,none": 0.06666666666666667,
        "exact_match_stderr,none": 0.021548664505181808
    },
    "leaderboard_mmlu_pro": {
        "alias": " - leaderboard_mmlu_pro",
        "acc,none": 0.500498670212766,
        "acc_stderr,none": 0.004558468152234876
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.4523809523809524,
        "acc_norm_stderr,none": 0.018006496840962612,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "alias": "  - leaderboard_musr_murder_mysteries",
        "acc_norm,none": 0.52,
        "acc_norm_stderr,none": 0.03166085340849512
    },
    "leaderboard_musr_object_placements": {
        "alias": "  - leaderboard_musr_object_placements",
        "acc_norm,none": 0.375,
        "acc_norm_stderr,none": 0.03031695312954162
    },
    "leaderboard_musr_team_allocation": {
        "alias": "  - leaderboard_musr_team_allocation",
        "acc_norm,none": 0.464,
        "acc_norm_stderr,none": 0.03160397514522374
    }
}

Dataset Details

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