Dataset Card for Evaluation run of CohereForAI/c4ai-command-r-plus
Dataset automatically created during the evaluation run of model CohereForAI/c4ai-command-r-plus The dataset is composed of 44 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(
"HuggingFaceEvalInternal/CohereForAI__c4ai-command-r-plus-details-private",
name="CohereForAI__c4ai-command-r-plus__leaderboard_arc_challenge",
split="latest"
)
Latest results
These are the latest results from run 2024-06-20T10-16-23.151914 (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": 0.8261390887290168,
"inst_level_loose_acc_stderr,none": "N/A",
"inst_level_strict_acc,none": 0.8045563549160671,
"inst_level_strict_acc_stderr,none": "N/A",
"prompt_level_strict_acc,none": 0.7282809611829945,
"prompt_level_strict_acc_stderr,none": 0.019143116099594022,
"exact_match,none": 0.0755287009063444,
"exact_match_stderr,none": 0.007164583012059344,
"acc,none": 0.4219933353529234,
"acc_stderr,none": 0.004251010258521998,
"acc_norm,none": 0.5497128701722779,
"acc_norm_stderr,none": 0.004913410874315729,
"prompt_level_loose_acc,none": 0.7578558225508318,
"prompt_level_loose_acc_stderr,none": 0.018434587800223085,
"alias": "leaderboard"
},
"leaderboard_arc_challenge": {
"acc,none": 0.6561433447098977,
"acc_stderr,none": 0.013880644570156217,
"acc_norm,none": 0.6877133105802048,
"acc_norm_stderr,none": 0.013542598541688065,
"alias": " - leaderboard_arc_challenge"
},
"leaderboard_bbh": {
"acc_norm,none": 0.5813226870335011,
"acc_norm_stderr,none": 0.0060507402196993305,
"alias": " - leaderboard_bbh"
},
"leaderboard_bbh_boolean_expressions": {
"acc_norm,none": 0.856,
"acc_norm_stderr,none": 0.022249407735450203,
"alias": " - leaderboard_bbh_boolean_expressions"
},
"leaderboard_bbh_causal_judgement": {
"acc_norm,none": 0.5882352941176471,
"acc_norm_stderr,none": 0.03608640563085621,
"alias": " - leaderboard_bbh_causal_judgement"
},
"leaderboard_bbh_date_understanding": {
"acc_norm,none": 0.616,
"acc_norm_stderr,none": 0.030821679117375374,
"alias": " - leaderboard_bbh_date_understanding"
},
"leaderboard_bbh_disambiguation_qa": {
"acc_norm,none": 0.688,
"acc_norm_stderr,none": 0.029361067575219817,
"alias": " - leaderboard_bbh_disambiguation_qa"
},
"leaderboard_bbh_formal_fallacies": {
"acc_norm,none": 0.584,
"acc_norm_stderr,none": 0.03123585623701455,
"alias": " - leaderboard_bbh_formal_fallacies"
},
"leaderboard_bbh_geometric_shapes": {
"acc_norm,none": 0.368,
"acc_norm_stderr,none": 0.030562070620993163,
"alias": " - leaderboard_bbh_geometric_shapes"
},
"leaderboard_bbh_hyperbaton": {
"acc_norm,none": 0.672,
"acc_norm_stderr,none": 0.02975239182447538,
"alias": " - leaderboard_bbh_hyperbaton"
},
"leaderboard_bbh_logical_deduction_five_objects": {
"acc_norm,none": 0.504,
"acc_norm_stderr,none": 0.031685198551199154,
"alias": " - leaderboard_bbh_logical_deduction_five_objects"
},
"leaderboard_bbh_logical_deduction_seven_objects": {
"acc_norm,none": 0.444,
"acc_norm_stderr,none": 0.03148684942554574,
"alias": " - leaderboard_bbh_logical_deduction_seven_objects"
},
"leaderboard_bbh_logical_deduction_three_objects": {
"acc_norm,none": 0.768,
"acc_norm_stderr,none": 0.026750070374865164,
"alias": " - leaderboard_bbh_logical_deduction_three_objects"
},
"leaderboard_bbh_movie_recommendation": {
"acc_norm,none": 0.872,
"acc_norm_stderr,none": 0.021172081336336503,
"alias": " - leaderboard_bbh_movie_recommendation"
},
"leaderboard_bbh_navigate": {
"acc_norm,none": 0.656,
"acc_norm_stderr,none": 0.030104503392316392,
"alias": " - leaderboard_bbh_navigate"
},
"leaderboard_bbh_object_counting": {
"acc_norm,none": 0.432,
"acc_norm_stderr,none": 0.0313918107654294,
"alias": " - leaderboard_bbh_object_counting"
},
"leaderboard_bbh_penguins_in_a_table": {
"acc_norm,none": 0.541095890410959,
"acc_norm_stderr,none": 0.041382249050673066,
"alias": " - leaderboard_bbh_penguins_in_a_table"
},
"leaderboard_bbh_reasoning_about_colored_objects": {
"acc_norm,none": 0.66,
"acc_norm_stderr,none": 0.03002007360545791,
"alias": " - leaderboard_bbh_reasoning_about_colored_objects"
},
"leaderboard_bbh_ruin_names": {
"acc_norm,none": 0.732,
"acc_norm_stderr,none": 0.02806876238252669,
"alias": " - leaderboard_bbh_ruin_names"
},
"leaderboard_bbh_salient_translation_error_detection": {
"acc_norm,none": 0.64,
"acc_norm_stderr,none": 0.03041876402517499,
"alias": " - leaderboard_bbh_salient_translation_error_detection"
},
"leaderboard_bbh_snarks": {
"acc_norm,none": 0.651685393258427,
"acc_norm_stderr,none": 0.035811144737534335,
"alias": " - leaderboard_bbh_snarks"
},
"leaderboard_bbh_sports_understanding": {
"acc_norm,none": 0.848,
"acc_norm_stderr,none": 0.022752024491765464,
"alias": " - leaderboard_bbh_sports_understanding"
},
"leaderboard_bbh_temporal_sequences": {
"acc_norm,none": 0.564,
"acc_norm_stderr,none": 0.03142556706028128,
"alias": " - leaderboard_bbh_temporal_sequences"
},
"leaderboard_bbh_tracking_shuffled_objects_five_objects": {
"acc_norm,none": 0.248,
"acc_norm_stderr,none": 0.027367497504863548,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_five_objects"
},
"leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
"acc_norm,none": 0.156,
"acc_norm_stderr,none": 0.022995023034068734,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
},
"leaderboard_bbh_tracking_shuffled_objects_three_objects": {
"acc_norm,none": 0.36,
"acc_norm_stderr,none": 0.030418764025174985,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_three_objects"
},
"leaderboard_bbh_web_of_lies": {
"acc_norm,none": 0.508,
"acc_norm_stderr,none": 0.031682156431413803,
"alias": " - leaderboard_bbh_web_of_lies"
},
"leaderboard_gpqa": {
"acc_norm,none": 0.3053691275167785,
"acc_norm_stderr,none": 0.013355588017167902,
"alias": " - leaderboard_gpqa"
},
"leaderboard_gpqa_diamond": {
"acc_norm,none": 0.29292929292929293,
"acc_norm_stderr,none": 0.032424979581788166,
"alias": " - leaderboard_gpqa_diamond"
},
"leaderboard_gpqa_extended": {
"acc_norm,none": 0.3058608058608059,
"acc_norm_stderr,none": 0.0197372638436748,
"alias": " - leaderboard_gpqa_extended"
},
"leaderboard_gpqa_main": {
"acc_norm,none": 0.31026785714285715,
"acc_norm_stderr,none": 0.021880380205954657,
"alias": " - leaderboard_gpqa_main"
},
"leaderboard_ifeval": {
"prompt_level_strict_acc,none": 0.7282809611829945,
"prompt_level_strict_acc_stderr,none": 0.019143116099594026,
"inst_level_strict_acc,none": 0.8045563549160671,
"inst_level_strict_acc_stderr,none": "N/A",
"prompt_level_loose_acc,none": 0.7578558225508318,
"prompt_level_loose_acc_stderr,none": 0.018434587800223085,
"inst_level_loose_acc,none": 0.8261390887290168,
"inst_level_loose_acc_stderr,none": "N/A",
"alias": " - leaderboard_ifeval"
},
"leaderboard_math_hard": {
"exact_match,none": 0.0755287009063444,
"exact_match_stderr,none": 0.007164583012059344,
"alias": " - leaderboard_math_hard"
},
"leaderboard_math_algebra_hard": {
"exact_match,none": 0.10097719869706841,
"exact_match_stderr,none": 0.017224090520243596,
"alias": " - leaderboard_math_algebra_hard"
},
"leaderboard_math_counting_and_prob_hard": {
"exact_match,none": 0.056910569105691054,
"exact_match_stderr,none": 0.020974566219895102,
"alias": " - leaderboard_math_counting_and_prob_hard"
},
"leaderboard_math_geometry_hard": {
"exact_match,none": 0.030303030303030304,
"exact_match_stderr,none": 0.014977019714308242,
"alias": " - leaderboard_math_geometry_hard"
},
"leaderboard_math_intermediate_algebra_hard": {
"exact_match,none": 0.02142857142857143,
"exact_match_stderr,none": 0.008669434577665568,
"alias": " - leaderboard_math_intermediate_algebra_hard"
},
"leaderboard_math_num_theory_hard": {
"exact_match,none": 0.07792207792207792,
"exact_match_stderr,none": 0.02167047141471178,
"alias": " - leaderboard_math_num_theory_hard"
},
"leaderboard_math_prealgebra_hard": {
"exact_match,none": 0.16580310880829016,
"exact_match_stderr,none": 0.026839845022314415,
"alias": " - leaderboard_math_prealgebra_hard"
},
"leaderboard_math_precalculus_hard": {
"exact_match,none": 0.05925925925925926,
"exact_match_stderr,none": 0.02039673654232192,
"alias": " - leaderboard_math_precalculus_hard"
},
"leaderboard_mmlu_pro": {
"acc,none": 0.3991855053191489,
"acc_stderr,none": 0.0044648484170726616,
"alias": " - leaderboard_mmlu_pro"
},
"leaderboard_musr": {
"acc_norm,none": 0.4801587301587302,
"acc_norm_stderr,none": 0.017926204531606364,
"alias": " - leaderboard_musr"
},
"leaderboard_musr_murder_mysteries": {
"acc_norm,none": 0.604,
"acc_norm_stderr,none": 0.03099319785457785,
"alias": " - leaderboard_musr_murder_mysteries"
},
"leaderboard_musr_object_placements": {
"acc_norm,none": 0.41015625,
"acc_norm_stderr,none": 0.030801585176036275,
"alias": " - leaderboard_musr_object_placements"
},
"leaderboard_musr_team_allocation": {
"acc_norm,none": 0.428,
"acc_norm_stderr,none": 0.03135596892377262,
"alias": " - leaderboard_musr_team_allocation"
}
},
"leaderboard": {
"inst_level_loose_acc,none": 0.8261390887290168,
"inst_level_loose_acc_stderr,none": "N/A",
"inst_level_strict_acc,none": 0.8045563549160671,
"inst_level_strict_acc_stderr,none": "N/A",
"prompt_level_strict_acc,none": 0.7282809611829945,
"prompt_level_strict_acc_stderr,none": 0.019143116099594022,
"exact_match,none": 0.0755287009063444,
"exact_match_stderr,none": 0.007164583012059344,
"acc,none": 0.4219933353529234,
"acc_stderr,none": 0.004251010258521998,
"acc_norm,none": 0.5497128701722779,
"acc_norm_stderr,none": 0.004913410874315729,
"prompt_level_loose_acc,none": 0.7578558225508318,
"prompt_level_loose_acc_stderr,none": 0.018434587800223085,
"alias": "leaderboard"
},
"leaderboard_arc_challenge": {
"acc,none": 0.6561433447098977,
"acc_stderr,none": 0.013880644570156217,
"acc_norm,none": 0.6877133105802048,
"acc_norm_stderr,none": 0.013542598541688065,
"alias": " - leaderboard_arc_challenge"
},
"leaderboard_bbh": {
"acc_norm,none": 0.5813226870335011,
"acc_norm_stderr,none": 0.0060507402196993305,
"alias": " - leaderboard_bbh"
},
"leaderboard_bbh_boolean_expressions": {
"acc_norm,none": 0.856,
"acc_norm_stderr,none": 0.022249407735450203,
"alias": " - leaderboard_bbh_boolean_expressions"
},
"leaderboard_bbh_causal_judgement": {
"acc_norm,none": 0.5882352941176471,
"acc_norm_stderr,none": 0.03608640563085621,
"alias": " - leaderboard_bbh_causal_judgement"
},
"leaderboard_bbh_date_understanding": {
"acc_norm,none": 0.616,
"acc_norm_stderr,none": 0.030821679117375374,
"alias": " - leaderboard_bbh_date_understanding"
},
"leaderboard_bbh_disambiguation_qa": {
"acc_norm,none": 0.688,
"acc_norm_stderr,none": 0.029361067575219817,
"alias": " - leaderboard_bbh_disambiguation_qa"
},
"leaderboard_bbh_formal_fallacies": {
"acc_norm,none": 0.584,
"acc_norm_stderr,none": 0.03123585623701455,
"alias": " - leaderboard_bbh_formal_fallacies"
},
"leaderboard_bbh_geometric_shapes": {
"acc_norm,none": 0.368,
"acc_norm_stderr,none": 0.030562070620993163,
"alias": " - leaderboard_bbh_geometric_shapes"
},
"leaderboard_bbh_hyperbaton": {
"acc_norm,none": 0.672,
"acc_norm_stderr,none": 0.02975239182447538,
"alias": " - leaderboard_bbh_hyperbaton"
},
"leaderboard_bbh_logical_deduction_five_objects": {
"acc_norm,none": 0.504,
"acc_norm_stderr,none": 0.031685198551199154,
"alias": " - leaderboard_bbh_logical_deduction_five_objects"
},
"leaderboard_bbh_logical_deduction_seven_objects": {
"acc_norm,none": 0.444,
"acc_norm_stderr,none": 0.03148684942554574,
"alias": " - leaderboard_bbh_logical_deduction_seven_objects"
},
"leaderboard_bbh_logical_deduction_three_objects": {
"acc_norm,none": 0.768,
"acc_norm_stderr,none": 0.026750070374865164,
"alias": " - leaderboard_bbh_logical_deduction_three_objects"
},
"leaderboard_bbh_movie_recommendation": {
"acc_norm,none": 0.872,
"acc_norm_stderr,none": 0.021172081336336503,
"alias": " - leaderboard_bbh_movie_recommendation"
},
"leaderboard_bbh_navigate": {
"acc_norm,none": 0.656,
"acc_norm_stderr,none": 0.030104503392316392,
"alias": " - leaderboard_bbh_navigate"
},
"leaderboard_bbh_object_counting": {
"acc_norm,none": 0.432,
"acc_norm_stderr,none": 0.0313918107654294,
"alias": " - leaderboard_bbh_object_counting"
},
"leaderboard_bbh_penguins_in_a_table": {
"acc_norm,none": 0.541095890410959,
"acc_norm_stderr,none": 0.041382249050673066,
"alias": " - leaderboard_bbh_penguins_in_a_table"
},
"leaderboard_bbh_reasoning_about_colored_objects": {
"acc_norm,none": 0.66,
"acc_norm_stderr,none": 0.03002007360545791,
"alias": " - leaderboard_bbh_reasoning_about_colored_objects"
},
"leaderboard_bbh_ruin_names": {
"acc_norm,none": 0.732,
"acc_norm_stderr,none": 0.02806876238252669,
"alias": " - leaderboard_bbh_ruin_names"
},
"leaderboard_bbh_salient_translation_error_detection": {
"acc_norm,none": 0.64,
"acc_norm_stderr,none": 0.03041876402517499,
"alias": " - leaderboard_bbh_salient_translation_error_detection"
},
"leaderboard_bbh_snarks": {
"acc_norm,none": 0.651685393258427,
"acc_norm_stderr,none": 0.035811144737534335,
"alias": " - leaderboard_bbh_snarks"
},
"leaderboard_bbh_sports_understanding": {
"acc_norm,none": 0.848,
"acc_norm_stderr,none": 0.022752024491765464,
"alias": " - leaderboard_bbh_sports_understanding"
},
"leaderboard_bbh_temporal_sequences": {
"acc_norm,none": 0.564,
"acc_norm_stderr,none": 0.03142556706028128,
"alias": " - leaderboard_bbh_temporal_sequences"
},
"leaderboard_bbh_tracking_shuffled_objects_five_objects": {
"acc_norm,none": 0.248,
"acc_norm_stderr,none": 0.027367497504863548,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_five_objects"
},
"leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
"acc_norm,none": 0.156,
"acc_norm_stderr,none": 0.022995023034068734,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
},
"leaderboard_bbh_tracking_shuffled_objects_three_objects": {
"acc_norm,none": 0.36,
"acc_norm_stderr,none": 0.030418764025174985,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_three_objects"
},
"leaderboard_bbh_web_of_lies": {
"acc_norm,none": 0.508,
"acc_norm_stderr,none": 0.031682156431413803,
"alias": " - leaderboard_bbh_web_of_lies"
},
"leaderboard_gpqa": {
"acc_norm,none": 0.3053691275167785,
"acc_norm_stderr,none": 0.013355588017167902,
"alias": " - leaderboard_gpqa"
},
"leaderboard_gpqa_diamond": {
"acc_norm,none": 0.29292929292929293,
"acc_norm_stderr,none": 0.032424979581788166,
"alias": " - leaderboard_gpqa_diamond"
},
"leaderboard_gpqa_extended": {
"acc_norm,none": 0.3058608058608059,
"acc_norm_stderr,none": 0.0197372638436748,
"alias": " - leaderboard_gpqa_extended"
},
"leaderboard_gpqa_main": {
"acc_norm,none": 0.31026785714285715,
"acc_norm_stderr,none": 0.021880380205954657,
"alias": " - leaderboard_gpqa_main"
},
"leaderboard_ifeval": {
"prompt_level_strict_acc,none": 0.7282809611829945,
"prompt_level_strict_acc_stderr,none": 0.019143116099594026,
"inst_level_strict_acc,none": 0.8045563549160671,
"inst_level_strict_acc_stderr,none": "N/A",
"prompt_level_loose_acc,none": 0.7578558225508318,
"prompt_level_loose_acc_stderr,none": 0.018434587800223085,
"inst_level_loose_acc,none": 0.8261390887290168,
"inst_level_loose_acc_stderr,none": "N/A",
"alias": " - leaderboard_ifeval"
},
"leaderboard_math_hard": {
"exact_match,none": 0.0755287009063444,
"exact_match_stderr,none": 0.007164583012059344,
"alias": " - leaderboard_math_hard"
},
"leaderboard_math_algebra_hard": {
"exact_match,none": 0.10097719869706841,
"exact_match_stderr,none": 0.017224090520243596,
"alias": " - leaderboard_math_algebra_hard"
},
"leaderboard_math_counting_and_prob_hard": {
"exact_match,none": 0.056910569105691054,
"exact_match_stderr,none": 0.020974566219895102,
"alias": " - leaderboard_math_counting_and_prob_hard"
},
"leaderboard_math_geometry_hard": {
"exact_match,none": 0.030303030303030304,
"exact_match_stderr,none": 0.014977019714308242,
"alias": " - leaderboard_math_geometry_hard"
},
"leaderboard_math_intermediate_algebra_hard": {
"exact_match,none": 0.02142857142857143,
"exact_match_stderr,none": 0.008669434577665568,
"alias": " - leaderboard_math_intermediate_algebra_hard"
},
"leaderboard_math_num_theory_hard": {
"exact_match,none": 0.07792207792207792,
"exact_match_stderr,none": 0.02167047141471178,
"alias": " - leaderboard_math_num_theory_hard"
},
"leaderboard_math_prealgebra_hard": {
"exact_match,none": 0.16580310880829016,
"exact_match_stderr,none": 0.026839845022314415,
"alias": " - leaderboard_math_prealgebra_hard"
},
"leaderboard_math_precalculus_hard": {
"exact_match,none": 0.05925925925925926,
"exact_match_stderr,none": 0.02039673654232192,
"alias": " - leaderboard_math_precalculus_hard"
},
"leaderboard_mmlu_pro": {
"acc,none": 0.3991855053191489,
"acc_stderr,none": 0.0044648484170726616,
"alias": " - leaderboard_mmlu_pro"
},
"leaderboard_musr": {
"acc_norm,none": 0.4801587301587302,
"acc_norm_stderr,none": 0.017926204531606364,
"alias": " - leaderboard_musr"
},
"leaderboard_musr_murder_mysteries": {
"acc_norm,none": 0.604,
"acc_norm_stderr,none": 0.03099319785457785,
"alias": " - leaderboard_musr_murder_mysteries"
},
"leaderboard_musr_object_placements": {
"acc_norm,none": 0.41015625,
"acc_norm_stderr,none": 0.030801585176036275,
"alias": " - leaderboard_musr_object_placements"
},
"leaderboard_musr_team_allocation": {
"acc_norm,none": 0.428,
"acc_norm_stderr,none": 0.03135596892377262,
"alias": " - leaderboard_musr_team_allocation"
}
}
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