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Dataset Card for Evaluation run of microsoft/Phi-3.5-MoE-instruct
Dataset automatically created during the evaluation run of model microsoft/Phi-3.5-MoE-instruct 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/microsoft__Phi-3.5-MoE-instruct-details",
name="microsoft__Phi-3.5-MoE-instruct__leaderboard_bbh_boolean_expressions",
split="latest"
)
Latest results
These are the latest results from run 2024-08-21T17-48-19.791628 (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_loose_acc,none": 0.7697841726618705,
"inst_level_loose_acc_stderr,none": "N/A",
"inst_level_strict_acc,none": 0.7398081534772182,
"inst_level_strict_acc_stderr,none": "N/A",
"prompt_level_strict_acc,none": 0.6451016635859519,
"prompt_level_strict_acc_stderr,none": 0.02059060857592648,
"acc_norm,none": 0.5777662472434817,
"acc_norm_stderr,none": 0.00513665419082415,
"exact_match,none": 0.2054380664652568,
"exact_match_stderr,none": 0.010214635134996795,
"acc,none": 0.46575797872340424,
"acc_stderr,none": 0.004547768096773499,
"prompt_level_loose_acc,none": 0.6802218114602587,
"prompt_level_loose_acc_stderr,none": 0.02007025155658027,
"alias": "leaderboard"
},
"leaderboard_bbh": {
"acc_norm,none": 0.639819475785454,
"acc_norm_stderr,none": 0.005807938860822783,
"alias": " - leaderboard_bbh"
},
"leaderboard_bbh_boolean_expressions": {
"acc_norm,none": 0.904,
"acc_norm_stderr,none": 0.01866896141947719,
"alias": " - leaderboard_bbh_boolean_expressions"
},
"leaderboard_bbh_causal_judgement": {
"acc_norm,none": 0.6470588235294118,
"acc_norm_stderr,none": 0.03504019983419238,
"alias": " - leaderboard_bbh_causal_judgement"
},
"leaderboard_bbh_date_understanding": {
"acc_norm,none": 0.616,
"acc_norm_stderr,none": 0.030821679117375447,
"alias": " - leaderboard_bbh_date_understanding"
},
"leaderboard_bbh_disambiguation_qa": {
"acc_norm,none": 0.772,
"acc_norm_stderr,none": 0.026587432487268498,
"alias": " - leaderboard_bbh_disambiguation_qa"
},
"leaderboard_bbh_formal_fallacies": {
"acc_norm,none": 0.652,
"acc_norm_stderr,none": 0.030186568464511673,
"alias": " - leaderboard_bbh_formal_fallacies"
},
"leaderboard_bbh_geometric_shapes": {
"acc_norm,none": 0.368,
"acc_norm_stderr,none": 0.03056207062099311,
"alias": " - leaderboard_bbh_geometric_shapes"
},
"leaderboard_bbh_hyperbaton": {
"acc_norm,none": 0.904,
"acc_norm_stderr,none": 0.01866896141947719,
"alias": " - leaderboard_bbh_hyperbaton"
},
"leaderboard_bbh_logical_deduction_five_objects": {
"acc_norm,none": 0.592,
"acc_norm_stderr,none": 0.03114520984654851,
"alias": " - leaderboard_bbh_logical_deduction_five_objects"
},
"leaderboard_bbh_logical_deduction_seven_objects": {
"acc_norm,none": 0.528,
"acc_norm_stderr,none": 0.031636489531544396,
"alias": " - leaderboard_bbh_logical_deduction_seven_objects"
},
"leaderboard_bbh_logical_deduction_three_objects": {
"acc_norm,none": 0.88,
"acc_norm_stderr,none": 0.020593600596839998,
"alias": " - leaderboard_bbh_logical_deduction_three_objects"
},
"leaderboard_bbh_movie_recommendation": {
"acc_norm,none": 0.736,
"acc_norm_stderr,none": 0.027934518957690866,
"alias": " - leaderboard_bbh_movie_recommendation"
},
"leaderboard_bbh_navigate": {
"acc_norm,none": 0.704,
"acc_norm_stderr,none": 0.028928939388379697,
"alias": " - leaderboard_bbh_navigate"
},
"leaderboard_bbh_object_counting": {
"acc_norm,none": 0.492,
"acc_norm_stderr,none": 0.03168215643141386,
"alias": " - leaderboard_bbh_object_counting"
},
"leaderboard_bbh_penguins_in_a_table": {
"acc_norm,none": 0.6232876712328768,
"acc_norm_stderr,none": 0.040240668236891215,
"alias": " - leaderboard_bbh_penguins_in_a_table"
},
"leaderboard_bbh_reasoning_about_colored_objects": {
"acc_norm,none": 0.728,
"acc_norm_stderr,none": 0.028200088296309975,
"alias": " - leaderboard_bbh_reasoning_about_colored_objects"
},
"leaderboard_bbh_ruin_names": {
"acc_norm,none": 0.812,
"acc_norm_stderr,none": 0.02476037772775051,
"alias": " - leaderboard_bbh_ruin_names"
},
"leaderboard_bbh_salient_translation_error_detection": {
"acc_norm,none": 0.612,
"acc_norm_stderr,none": 0.030881038748993974,
"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": 0.692,
"acc_norm_stderr,none": 0.02925692860650181,
"alias": " - leaderboard_bbh_sports_understanding"
},
"leaderboard_bbh_temporal_sequences": {
"acc_norm,none": 0.956,
"acc_norm_stderr,none": 0.012997373846574952,
"alias": " - leaderboard_bbh_temporal_sequences"
},
"leaderboard_bbh_tracking_shuffled_objects_five_objects": {
"acc_norm,none": 0.26,
"acc_norm_stderr,none": 0.027797315752644335,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_five_objects"
},
"leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
"acc_norm,none": 0.312,
"acc_norm_stderr,none": 0.02936106757521985,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
},
"leaderboard_bbh_tracking_shuffled_objects_three_objects": {
"acc_norm,none": 0.324,
"acc_norm_stderr,none": 0.029658294924545567,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_three_objects"
},
"leaderboard_bbh_web_of_lies": {
"acc_norm,none": 0.528,
"acc_norm_stderr,none": 0.031636489531544396,
"alias": " - leaderboard_bbh_web_of_lies"
},
"leaderboard_gpqa": {
"acc_norm,none": 0.35570469798657717,
"acc_norm_stderr,none": 0.013869980052239,
"alias": " - leaderboard_gpqa"
},
"leaderboard_gpqa_diamond": {
"acc_norm,none": 0.3838383838383838,
"acc_norm_stderr,none": 0.03464881675016338,
"alias": " - leaderboard_gpqa_diamond"
},
"leaderboard_gpqa_extended": {
"acc_norm,none": 0.3333333333333333,
"acc_norm_stderr,none": 0.02019275109384609,
"alias": " - leaderboard_gpqa_extended"
},
"leaderboard_gpqa_main": {
"acc_norm,none": 0.3705357142857143,
"acc_norm_stderr,none": 0.022842667733482962,
"alias": " - leaderboard_gpqa_main"
},
"leaderboard_ifeval": {
"prompt_level_strict_acc,none": 0.6451016635859519,
"prompt_level_strict_acc_stderr,none": 0.02059060857592648,
"inst_level_strict_acc,none": 0.7398081534772182,
"inst_level_strict_acc_stderr,none": "N/A",
"prompt_level_loose_acc,none": 0.6802218114602587,
"prompt_level_loose_acc_stderr,none": 0.02007025155658027,
"inst_level_loose_acc,none": 0.7697841726618705,
"inst_level_loose_acc_stderr,none": "N/A",
"alias": " - leaderboard_ifeval"
},
"leaderboard_math_hard": {
"exact_match,none": 0.2054380664652568,
"exact_match_stderr,none": 0.010214635134996795,
"alias": " - leaderboard_math_hard"
},
"leaderboard_math_algebra_hard": {
"exact_match,none": 0.38436482084690554,
"exact_match_stderr,none": 0.027808196077636186,
"alias": " - leaderboard_math_algebra_hard"
},
"leaderboard_math_counting_and_prob_hard": {
"exact_match,none": 0.14634146341463414,
"exact_match_stderr,none": 0.03199969768047477,
"alias": " - leaderboard_math_counting_and_prob_hard"
},
"leaderboard_math_geometry_hard": {
"exact_match,none": 0.045454545454545456,
"exact_match_stderr,none": 0.018199158975632696,
"alias": " - leaderboard_math_geometry_hard"
},
"leaderboard_math_intermediate_algebra_hard": {
"exact_match,none": 0.04642857142857143,
"exact_match_stderr,none": 0.012597001290725617,
"alias": " - leaderboard_math_intermediate_algebra_hard"
},
"leaderboard_math_num_theory_hard": {
"exact_match,none": 0.2012987012987013,
"exact_match_stderr,none": 0.03241656299738023,
"alias": " - leaderboard_math_num_theory_hard"
},
"leaderboard_math_prealgebra_hard": {
"exact_match,none": 0.42487046632124353,
"exact_match_stderr,none": 0.03567471335212542,
"alias": " - leaderboard_math_prealgebra_hard"
},
"leaderboard_math_precalculus_hard": {
"exact_match,none": 0.02962962962962963,
"exact_match_stderr,none": 0.014648038602753809,
"alias": " - leaderboard_math_precalculus_hard"
},
"leaderboard_mmlu_pro": {
"acc,none": 0.46575797872340424,
"acc_stderr,none": 0.004547768096773499,
"alias": " - leaderboard_mmlu_pro"
},
"leaderboard_musr": {
"acc_norm,none": 0.455026455026455,
"acc_norm_stderr,none": 0.017508482524391442,
"alias": " - leaderboard_musr"
},
"leaderboard_musr_murder_mysteries": {
"acc_norm,none": 0.568,
"acc_norm_stderr,none": 0.03139181076542941,
"alias": " - leaderboard_musr_murder_mysteries"
},
"leaderboard_musr_object_placements": {
"acc_norm,none": 0.2734375,
"acc_norm_stderr,none": 0.027912287939448926,
"alias": " - leaderboard_musr_object_placements"
},
"leaderboard_musr_team_allocation": {
"acc_norm,none": 0.528,
"acc_norm_stderr,none": 0.031636489531544396,
"alias": " - leaderboard_musr_team_allocation"
}
},
"leaderboard": {
"inst_level_loose_acc,none": 0.7697841726618705,
"inst_level_loose_acc_stderr,none": "N/A",
"inst_level_strict_acc,none": 0.7398081534772182,
"inst_level_strict_acc_stderr,none": "N/A",
"prompt_level_strict_acc,none": 0.6451016635859519,
"prompt_level_strict_acc_stderr,none": 0.02059060857592648,
"acc_norm,none": 0.5777662472434817,
"acc_norm_stderr,none": 0.00513665419082415,
"exact_match,none": 0.2054380664652568,
"exact_match_stderr,none": 0.010214635134996795,
"acc,none": 0.46575797872340424,
"acc_stderr,none": 0.004547768096773499,
"prompt_level_loose_acc,none": 0.6802218114602587,
"prompt_level_loose_acc_stderr,none": 0.02007025155658027,
"alias": "leaderboard"
},
"leaderboard_bbh": {
"acc_norm,none": 0.639819475785454,
"acc_norm_stderr,none": 0.005807938860822783,
"alias": " - leaderboard_bbh"
},
"leaderboard_bbh_boolean_expressions": {
"acc_norm,none": 0.904,
"acc_norm_stderr,none": 0.01866896141947719,
"alias": " - leaderboard_bbh_boolean_expressions"
},
"leaderboard_bbh_causal_judgement": {
"acc_norm,none": 0.6470588235294118,
"acc_norm_stderr,none": 0.03504019983419238,
"alias": " - leaderboard_bbh_causal_judgement"
},
"leaderboard_bbh_date_understanding": {
"acc_norm,none": 0.616,
"acc_norm_stderr,none": 0.030821679117375447,
"alias": " - leaderboard_bbh_date_understanding"
},
"leaderboard_bbh_disambiguation_qa": {
"acc_norm,none": 0.772,
"acc_norm_stderr,none": 0.026587432487268498,
"alias": " - leaderboard_bbh_disambiguation_qa"
},
"leaderboard_bbh_formal_fallacies": {
"acc_norm,none": 0.652,
"acc_norm_stderr,none": 0.030186568464511673,
"alias": " - leaderboard_bbh_formal_fallacies"
},
"leaderboard_bbh_geometric_shapes": {
"acc_norm,none": 0.368,
"acc_norm_stderr,none": 0.03056207062099311,
"alias": " - leaderboard_bbh_geometric_shapes"
},
"leaderboard_bbh_hyperbaton": {
"acc_norm,none": 0.904,
"acc_norm_stderr,none": 0.01866896141947719,
"alias": " - leaderboard_bbh_hyperbaton"
},
"leaderboard_bbh_logical_deduction_five_objects": {
"acc_norm,none": 0.592,
"acc_norm_stderr,none": 0.03114520984654851,
"alias": " - leaderboard_bbh_logical_deduction_five_objects"
},
"leaderboard_bbh_logical_deduction_seven_objects": {
"acc_norm,none": 0.528,
"acc_norm_stderr,none": 0.031636489531544396,
"alias": " - leaderboard_bbh_logical_deduction_seven_objects"
},
"leaderboard_bbh_logical_deduction_three_objects": {
"acc_norm,none": 0.88,
"acc_norm_stderr,none": 0.020593600596839998,
"alias": " - leaderboard_bbh_logical_deduction_three_objects"
},
"leaderboard_bbh_movie_recommendation": {
"acc_norm,none": 0.736,
"acc_norm_stderr,none": 0.027934518957690866,
"alias": " - leaderboard_bbh_movie_recommendation"
},
"leaderboard_bbh_navigate": {
"acc_norm,none": 0.704,
"acc_norm_stderr,none": 0.028928939388379697,
"alias": " - leaderboard_bbh_navigate"
},
"leaderboard_bbh_object_counting": {
"acc_norm,none": 0.492,
"acc_norm_stderr,none": 0.03168215643141386,
"alias": " - leaderboard_bbh_object_counting"
},
"leaderboard_bbh_penguins_in_a_table": {
"acc_norm,none": 0.6232876712328768,
"acc_norm_stderr,none": 0.040240668236891215,
"alias": " - leaderboard_bbh_penguins_in_a_table"
},
"leaderboard_bbh_reasoning_about_colored_objects": {
"acc_norm,none": 0.728,
"acc_norm_stderr,none": 0.028200088296309975,
"alias": " - leaderboard_bbh_reasoning_about_colored_objects"
},
"leaderboard_bbh_ruin_names": {
"acc_norm,none": 0.812,
"acc_norm_stderr,none": 0.02476037772775051,
"alias": " - leaderboard_bbh_ruin_names"
},
"leaderboard_bbh_salient_translation_error_detection": {
"acc_norm,none": 0.612,
"acc_norm_stderr,none": 0.030881038748993974,
"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": 0.692,
"acc_norm_stderr,none": 0.02925692860650181,
"alias": " - leaderboard_bbh_sports_understanding"
},
"leaderboard_bbh_temporal_sequences": {
"acc_norm,none": 0.956,
"acc_norm_stderr,none": 0.012997373846574952,
"alias": " - leaderboard_bbh_temporal_sequences"
},
"leaderboard_bbh_tracking_shuffled_objects_five_objects": {
"acc_norm,none": 0.26,
"acc_norm_stderr,none": 0.027797315752644335,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_five_objects"
},
"leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
"acc_norm,none": 0.312,
"acc_norm_stderr,none": 0.02936106757521985,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
},
"leaderboard_bbh_tracking_shuffled_objects_three_objects": {
"acc_norm,none": 0.324,
"acc_norm_stderr,none": 0.029658294924545567,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_three_objects"
},
"leaderboard_bbh_web_of_lies": {
"acc_norm,none": 0.528,
"acc_norm_stderr,none": 0.031636489531544396,
"alias": " - leaderboard_bbh_web_of_lies"
},
"leaderboard_gpqa": {
"acc_norm,none": 0.35570469798657717,
"acc_norm_stderr,none": 0.013869980052239,
"alias": " - leaderboard_gpqa"
},
"leaderboard_gpqa_diamond": {
"acc_norm,none": 0.3838383838383838,
"acc_norm_stderr,none": 0.03464881675016338,
"alias": " - leaderboard_gpqa_diamond"
},
"leaderboard_gpqa_extended": {
"acc_norm,none": 0.3333333333333333,
"acc_norm_stderr,none": 0.02019275109384609,
"alias": " - leaderboard_gpqa_extended"
},
"leaderboard_gpqa_main": {
"acc_norm,none": 0.3705357142857143,
"acc_norm_stderr,none": 0.022842667733482962,
"alias": " - leaderboard_gpqa_main"
},
"leaderboard_ifeval": {
"prompt_level_strict_acc,none": 0.6451016635859519,
"prompt_level_strict_acc_stderr,none": 0.02059060857592648,
"inst_level_strict_acc,none": 0.7398081534772182,
"inst_level_strict_acc_stderr,none": "N/A",
"prompt_level_loose_acc,none": 0.6802218114602587,
"prompt_level_loose_acc_stderr,none": 0.02007025155658027,
"inst_level_loose_acc,none": 0.7697841726618705,
"inst_level_loose_acc_stderr,none": "N/A",
"alias": " - leaderboard_ifeval"
},
"leaderboard_math_hard": {
"exact_match,none": 0.2054380664652568,
"exact_match_stderr,none": 0.010214635134996795,
"alias": " - leaderboard_math_hard"
},
"leaderboard_math_algebra_hard": {
"exact_match,none": 0.38436482084690554,
"exact_match_stderr,none": 0.027808196077636186,
"alias": " - leaderboard_math_algebra_hard"
},
"leaderboard_math_counting_and_prob_hard": {
"exact_match,none": 0.14634146341463414,
"exact_match_stderr,none": 0.03199969768047477,
"alias": " - leaderboard_math_counting_and_prob_hard"
},
"leaderboard_math_geometry_hard": {
"exact_match,none": 0.045454545454545456,
"exact_match_stderr,none": 0.018199158975632696,
"alias": " - leaderboard_math_geometry_hard"
},
"leaderboard_math_intermediate_algebra_hard": {
"exact_match,none": 0.04642857142857143,
"exact_match_stderr,none": 0.012597001290725617,
"alias": " - leaderboard_math_intermediate_algebra_hard"
},
"leaderboard_math_num_theory_hard": {
"exact_match,none": 0.2012987012987013,
"exact_match_stderr,none": 0.03241656299738023,
"alias": " - leaderboard_math_num_theory_hard"
},
"leaderboard_math_prealgebra_hard": {
"exact_match,none": 0.42487046632124353,
"exact_match_stderr,none": 0.03567471335212542,
"alias": " - leaderboard_math_prealgebra_hard"
},
"leaderboard_math_precalculus_hard": {
"exact_match,none": 0.02962962962962963,
"exact_match_stderr,none": 0.014648038602753809,
"alias": " - leaderboard_math_precalculus_hard"
},
"leaderboard_mmlu_pro": {
"acc,none": 0.46575797872340424,
"acc_stderr,none": 0.004547768096773499,
"alias": " - leaderboard_mmlu_pro"
},
"leaderboard_musr": {
"acc_norm,none": 0.455026455026455,
"acc_norm_stderr,none": 0.017508482524391442,
"alias": " - leaderboard_musr"
},
"leaderboard_musr_murder_mysteries": {
"acc_norm,none": 0.568,
"acc_norm_stderr,none": 0.03139181076542941,
"alias": " - leaderboard_musr_murder_mysteries"
},
"leaderboard_musr_object_placements": {
"acc_norm,none": 0.2734375,
"acc_norm_stderr,none": 0.027912287939448926,
"alias": " - leaderboard_musr_object_placements"
},
"leaderboard_musr_team_allocation": {
"acc_norm,none": 0.528,
"acc_norm_stderr,none": 0.031636489531544396,
"alias": " - leaderboard_musr_team_allocation"
}
}
Dataset Details
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