Dataset Card for Evaluation run of mattshumer/Reflection-Llama-3.1-70B
Dataset automatically created during the evaluation run of model mattshumer/Reflection-Llama-3.1-70B The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task.
The dataset has been created from 2 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/mattshumer__Reflection-Llama-3.1-70B-details",
name="mattshumer__Reflection-Llama-3.1-70B__leaderboard_bbh_boolean_expressions",
split="latest"
)
Latest results
These are the latest results from run 2024-09-09T23-47-27.545238 (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_norm,none": 0.5267868724867039,
"acc_norm_stderr,none": 0.005063249224448773,
"prompt_level_strict_acc,none": 0.6062846580406654,
"prompt_level_strict_acc_stderr,none": 0.021024834145872404,
"acc,none": 0.45894281914893614,
"acc_stderr,none": 0.004543076070195501,
"inst_level_loose_acc,none": 0.7350119904076738,
"inst_level_loose_acc_stderr,none": "N/A",
"exact_match,none": 0.0,
"exact_match_stderr,none": 0.0,
"inst_level_strict_acc,none": 0.7062350119904077,
"inst_level_strict_acc_stderr,none": "N/A",
"prompt_level_loose_acc,none": 0.6432532347504621,
"prompt_level_loose_acc_stderr,none": 0.020614562936479897,
"alias": "leaderboard"
},
"leaderboard_bbh": {
"acc_norm,none": 0.5969449748307586,
"acc_norm_stderr,none": 0.005808181459478728,
"alias": " - leaderboard_bbh"
},
"leaderboard_bbh_boolean_expressions": {
"acc_norm,none": 0.88,
"acc_norm_stderr,none": 0.020593600596839998,
"alias": " - leaderboard_bbh_boolean_expressions"
},
"leaderboard_bbh_causal_judgement": {
"acc_norm,none": 0.6898395721925134,
"acc_norm_stderr,none": 0.033916480026151295,
"alias": " - leaderboard_bbh_causal_judgement"
},
"leaderboard_bbh_date_understanding": {
"acc_norm,none": 0.564,
"acc_norm_stderr,none": 0.03142556706028136,
"alias": " - leaderboard_bbh_date_understanding"
},
"leaderboard_bbh_disambiguation_qa": {
"acc_norm,none": 0.66,
"acc_norm_stderr,none": 0.030020073605457876,
"alias": " - leaderboard_bbh_disambiguation_qa"
},
"leaderboard_bbh_formal_fallacies": {
"acc_norm,none": 0.608,
"acc_norm_stderr,none": 0.030938207620401222,
"alias": " - leaderboard_bbh_formal_fallacies"
},
"leaderboard_bbh_geometric_shapes": {
"acc_norm,none": 0.328,
"acc_norm_stderr,none": 0.029752391824475363,
"alias": " - leaderboard_bbh_geometric_shapes"
},
"leaderboard_bbh_hyperbaton": {
"acc_norm,none": 0.504,
"acc_norm_stderr,none": 0.0316851985511992,
"alias": " - leaderboard_bbh_hyperbaton"
},
"leaderboard_bbh_logical_deduction_five_objects": {
"acc_norm,none": 0.532,
"acc_norm_stderr,none": 0.031621252575725574,
"alias": " - leaderboard_bbh_logical_deduction_five_objects"
},
"leaderboard_bbh_logical_deduction_seven_objects": {
"acc_norm,none": 0.416,
"acc_norm_stderr,none": 0.031235856237014505,
"alias": " - leaderboard_bbh_logical_deduction_seven_objects"
},
"leaderboard_bbh_logical_deduction_three_objects": {
"acc_norm,none": 0.812,
"acc_norm_stderr,none": 0.02476037772775051,
"alias": " - leaderboard_bbh_logical_deduction_three_objects"
},
"leaderboard_bbh_movie_recommendation": {
"acc_norm,none": 0.772,
"acc_norm_stderr,none": 0.026587432487268498,
"alias": " - leaderboard_bbh_movie_recommendation"
},
"leaderboard_bbh_navigate": {
"acc_norm,none": 0.616,
"acc_norm_stderr,none": 0.030821679117375447,
"alias": " - leaderboard_bbh_navigate"
},
"leaderboard_bbh_object_counting": {
"acc_norm,none": 0.472,
"acc_norm_stderr,none": 0.031636489531544396,
"alias": " - leaderboard_bbh_object_counting"
},
"leaderboard_bbh_penguins_in_a_table": {
"acc_norm,none": 0.6917808219178082,
"acc_norm_stderr,none": 0.03834688463221958,
"alias": " - leaderboard_bbh_penguins_in_a_table"
},
"leaderboard_bbh_reasoning_about_colored_objects": {
"acc_norm,none": 0.804,
"acc_norm_stderr,none": 0.025156857313255922,
"alias": " - leaderboard_bbh_reasoning_about_colored_objects"
},
"leaderboard_bbh_ruin_names": {
"acc_norm,none": 0.868,
"acc_norm_stderr,none": 0.021450980824038166,
"alias": " - leaderboard_bbh_ruin_names"
},
"leaderboard_bbh_salient_translation_error_detection": {
"acc_norm,none": 0.584,
"acc_norm_stderr,none": 0.031235856237014505,
"alias": " - leaderboard_bbh_salient_translation_error_detection"
},
"leaderboard_bbh_snarks": {
"acc_norm,none": 0.6235955056179775,
"acc_norm_stderr,none": 0.03641600124728159,
"alias": " - leaderboard_bbh_snarks"
},
"leaderboard_bbh_sports_understanding": {
"acc_norm,none": 0.912,
"acc_norm_stderr,none": 0.017953084777052892,
"alias": " - leaderboard_bbh_sports_understanding"
},
"leaderboard_bbh_temporal_sequences": {
"acc_norm,none": 0.92,
"acc_norm_stderr,none": 0.017192507941463025,
"alias": " - leaderboard_bbh_temporal_sequences"
},
"leaderboard_bbh_tracking_shuffled_objects_five_objects": {
"acc_norm,none": 0.192,
"acc_norm_stderr,none": 0.024960691989171963,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_five_objects"
},
"leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
"acc_norm,none": 0.156,
"acc_norm_stderr,none": 0.022995023034068682,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
},
"leaderboard_bbh_tracking_shuffled_objects_three_objects": {
"acc_norm,none": 0.304,
"acc_norm_stderr,none": 0.02915021337415965,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_three_objects"
},
"leaderboard_bbh_web_of_lies": {
"acc_norm,none": 0.488,
"acc_norm_stderr,none": 0.03167708558254714,
"alias": " - leaderboard_bbh_web_of_lies"
},
"leaderboard_gpqa": {
"acc_norm,none": 0.2609060402684564,
"acc_norm_stderr,none": 0.01273024703366273,
"alias": " - leaderboard_gpqa"
},
"leaderboard_gpqa_diamond": {
"acc_norm,none": 0.2878787878787879,
"acc_norm_stderr,none": 0.03225883512300998,
"alias": " - leaderboard_gpqa_diamond"
},
"leaderboard_gpqa_extended": {
"acc_norm,none": 0.2564102564102564,
"acc_norm_stderr,none": 0.018704070930966096,
"alias": " - leaderboard_gpqa_extended"
},
"leaderboard_gpqa_main": {
"acc_norm,none": 0.2544642857142857,
"acc_norm_stderr,none": 0.02060126475832284,
"alias": " - leaderboard_gpqa_main"
},
"leaderboard_ifeval": {
"prompt_level_strict_acc,none": 0.6062846580406654,
"prompt_level_strict_acc_stderr,none": 0.021024834145872404,
"inst_level_strict_acc,none": 0.7062350119904077,
"inst_level_strict_acc_stderr,none": "N/A",
"prompt_level_loose_acc,none": 0.6432532347504621,
"prompt_level_loose_acc_stderr,none": 0.020614562936479897,
"inst_level_loose_acc,none": 0.7350119904076738,
"inst_level_loose_acc_stderr,none": "N/A",
"alias": " - leaderboard_ifeval"
},
"leaderboard_math_hard": {
"exact_match,none": 0.0,
"exact_match_stderr,none": 0.0,
"alias": " - leaderboard_math_hard"
},
"leaderboard_math_algebra_hard": {
"exact_match,none": 0.0,
"exact_match_stderr,none": 0.0,
"alias": " - leaderboard_math_algebra_hard"
},
"leaderboard_math_counting_and_prob_hard": {
"exact_match,none": 0.0,
"exact_match_stderr,none": 0.0,
"alias": " - leaderboard_math_counting_and_prob_hard"
},
"leaderboard_math_geometry_hard": {
"exact_match,none": 0.0,
"exact_match_stderr,none": 0.0,
"alias": " - leaderboard_math_geometry_hard"
},
"leaderboard_math_intermediate_algebra_hard": {
"exact_match,none": 0.0,
"exact_match_stderr,none": 0.0,
"alias": " - leaderboard_math_intermediate_algebra_hard"
},
"leaderboard_math_num_theory_hard": {
"exact_match,none": 0.0,
"exact_match_stderr,none": 0.0,
"alias": " - leaderboard_math_num_theory_hard"
},
"leaderboard_math_prealgebra_hard": {
"exact_match,none": 0.0,
"exact_match_stderr,none": 0.0,
"alias": " - leaderboard_math_prealgebra_hard"
},
"leaderboard_math_precalculus_hard": {
"exact_match,none": 0.0,
"exact_match_stderr,none": 0.0,
"alias": " - leaderboard_math_precalculus_hard"
},
"leaderboard_mmlu_pro": {
"acc,none": 0.45894281914893614,
"acc_stderr,none": 0.004543076070195501,
"alias": " - leaderboard_mmlu_pro"
},
"leaderboard_musr": {
"acc_norm,none": 0.4113756613756614,
"acc_norm_stderr,none": 0.017431692672875997,
"alias": " - leaderboard_musr"
},
"leaderboard_musr_murder_mysteries": {
"acc_norm,none": 0.496,
"acc_norm_stderr,none": 0.0316851985511992,
"alias": " - leaderboard_musr_murder_mysteries"
},
"leaderboard_musr_object_placements": {
"acc_norm,none": 0.25,
"acc_norm_stderr,none": 0.02711630722733202,
"alias": " - leaderboard_musr_object_placements"
},
"leaderboard_musr_team_allocation": {
"acc_norm,none": 0.492,
"acc_norm_stderr,none": 0.03168215643141386,
"alias": " - leaderboard_musr_team_allocation"
}
},
"leaderboard": {
"acc_norm,none": 0.5267868724867039,
"acc_norm_stderr,none": 0.005063249224448773,
"prompt_level_strict_acc,none": 0.6062846580406654,
"prompt_level_strict_acc_stderr,none": 0.021024834145872404,
"acc,none": 0.45894281914893614,
"acc_stderr,none": 0.004543076070195501,
"inst_level_loose_acc,none": 0.7350119904076738,
"inst_level_loose_acc_stderr,none": "N/A",
"exact_match,none": 0.0,
"exact_match_stderr,none": 0.0,
"inst_level_strict_acc,none": 0.7062350119904077,
"inst_level_strict_acc_stderr,none": "N/A",
"prompt_level_loose_acc,none": 0.6432532347504621,
"prompt_level_loose_acc_stderr,none": 0.020614562936479897,
"alias": "leaderboard"
},
"leaderboard_bbh": {
"acc_norm,none": 0.5969449748307586,
"acc_norm_stderr,none": 0.005808181459478728,
"alias": " - leaderboard_bbh"
},
"leaderboard_bbh_boolean_expressions": {
"acc_norm,none": 0.88,
"acc_norm_stderr,none": 0.020593600596839998,
"alias": " - leaderboard_bbh_boolean_expressions"
},
"leaderboard_bbh_causal_judgement": {
"acc_norm,none": 0.6898395721925134,
"acc_norm_stderr,none": 0.033916480026151295,
"alias": " - leaderboard_bbh_causal_judgement"
},
"leaderboard_bbh_date_understanding": {
"acc_norm,none": 0.564,
"acc_norm_stderr,none": 0.03142556706028136,
"alias": " - leaderboard_bbh_date_understanding"
},
"leaderboard_bbh_disambiguation_qa": {
"acc_norm,none": 0.66,
"acc_norm_stderr,none": 0.030020073605457876,
"alias": " - leaderboard_bbh_disambiguation_qa"
},
"leaderboard_bbh_formal_fallacies": {
"acc_norm,none": 0.608,
"acc_norm_stderr,none": 0.030938207620401222,
"alias": " - leaderboard_bbh_formal_fallacies"
},
"leaderboard_bbh_geometric_shapes": {
"acc_norm,none": 0.328,
"acc_norm_stderr,none": 0.029752391824475363,
"alias": " - leaderboard_bbh_geometric_shapes"
},
"leaderboard_bbh_hyperbaton": {
"acc_norm,none": 0.504,
"acc_norm_stderr,none": 0.0316851985511992,
"alias": " - leaderboard_bbh_hyperbaton"
},
"leaderboard_bbh_logical_deduction_five_objects": {
"acc_norm,none": 0.532,
"acc_norm_stderr,none": 0.031621252575725574,
"alias": " - leaderboard_bbh_logical_deduction_five_objects"
},
"leaderboard_bbh_logical_deduction_seven_objects": {
"acc_norm,none": 0.416,
"acc_norm_stderr,none": 0.031235856237014505,
"alias": " - leaderboard_bbh_logical_deduction_seven_objects"
},
"leaderboard_bbh_logical_deduction_three_objects": {
"acc_norm,none": 0.812,
"acc_norm_stderr,none": 0.02476037772775051,
"alias": " - leaderboard_bbh_logical_deduction_three_objects"
},
"leaderboard_bbh_movie_recommendation": {
"acc_norm,none": 0.772,
"acc_norm_stderr,none": 0.026587432487268498,
"alias": " - leaderboard_bbh_movie_recommendation"
},
"leaderboard_bbh_navigate": {
"acc_norm,none": 0.616,
"acc_norm_stderr,none": 0.030821679117375447,
"alias": " - leaderboard_bbh_navigate"
},
"leaderboard_bbh_object_counting": {
"acc_norm,none": 0.472,
"acc_norm_stderr,none": 0.031636489531544396,
"alias": " - leaderboard_bbh_object_counting"
},
"leaderboard_bbh_penguins_in_a_table": {
"acc_norm,none": 0.6917808219178082,
"acc_norm_stderr,none": 0.03834688463221958,
"alias": " - leaderboard_bbh_penguins_in_a_table"
},
"leaderboard_bbh_reasoning_about_colored_objects": {
"acc_norm,none": 0.804,
"acc_norm_stderr,none": 0.025156857313255922,
"alias": " - leaderboard_bbh_reasoning_about_colored_objects"
},
"leaderboard_bbh_ruin_names": {
"acc_norm,none": 0.868,
"acc_norm_stderr,none": 0.021450980824038166,
"alias": " - leaderboard_bbh_ruin_names"
},
"leaderboard_bbh_salient_translation_error_detection": {
"acc_norm,none": 0.584,
"acc_norm_stderr,none": 0.031235856237014505,
"alias": " - leaderboard_bbh_salient_translation_error_detection"
},
"leaderboard_bbh_snarks": {
"acc_norm,none": 0.6235955056179775,
"acc_norm_stderr,none": 0.03641600124728159,
"alias": " - leaderboard_bbh_snarks"
},
"leaderboard_bbh_sports_understanding": {
"acc_norm,none": 0.912,
"acc_norm_stderr,none": 0.017953084777052892,
"alias": " - leaderboard_bbh_sports_understanding"
},
"leaderboard_bbh_temporal_sequences": {
"acc_norm,none": 0.92,
"acc_norm_stderr,none": 0.017192507941463025,
"alias": " - leaderboard_bbh_temporal_sequences"
},
"leaderboard_bbh_tracking_shuffled_objects_five_objects": {
"acc_norm,none": 0.192,
"acc_norm_stderr,none": 0.024960691989171963,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_five_objects"
},
"leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
"acc_norm,none": 0.156,
"acc_norm_stderr,none": 0.022995023034068682,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
},
"leaderboard_bbh_tracking_shuffled_objects_three_objects": {
"acc_norm,none": 0.304,
"acc_norm_stderr,none": 0.02915021337415965,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_three_objects"
},
"leaderboard_bbh_web_of_lies": {
"acc_norm,none": 0.488,
"acc_norm_stderr,none": 0.03167708558254714,
"alias": " - leaderboard_bbh_web_of_lies"
},
"leaderboard_gpqa": {
"acc_norm,none": 0.2609060402684564,
"acc_norm_stderr,none": 0.01273024703366273,
"alias": " - leaderboard_gpqa"
},
"leaderboard_gpqa_diamond": {
"acc_norm,none": 0.2878787878787879,
"acc_norm_stderr,none": 0.03225883512300998,
"alias": " - leaderboard_gpqa_diamond"
},
"leaderboard_gpqa_extended": {
"acc_norm,none": 0.2564102564102564,
"acc_norm_stderr,none": 0.018704070930966096,
"alias": " - leaderboard_gpqa_extended"
},
"leaderboard_gpqa_main": {
"acc_norm,none": 0.2544642857142857,
"acc_norm_stderr,none": 0.02060126475832284,
"alias": " - leaderboard_gpqa_main"
},
"leaderboard_ifeval": {
"prompt_level_strict_acc,none": 0.6062846580406654,
"prompt_level_strict_acc_stderr,none": 0.021024834145872404,
"inst_level_strict_acc,none": 0.7062350119904077,
"inst_level_strict_acc_stderr,none": "N/A",
"prompt_level_loose_acc,none": 0.6432532347504621,
"prompt_level_loose_acc_stderr,none": 0.020614562936479897,
"inst_level_loose_acc,none": 0.7350119904076738,
"inst_level_loose_acc_stderr,none": "N/A",
"alias": " - leaderboard_ifeval"
},
"leaderboard_math_hard": {
"exact_match,none": 0.0,
"exact_match_stderr,none": 0.0,
"alias": " - leaderboard_math_hard"
},
"leaderboard_math_algebra_hard": {
"exact_match,none": 0.0,
"exact_match_stderr,none": 0.0,
"alias": " - leaderboard_math_algebra_hard"
},
"leaderboard_math_counting_and_prob_hard": {
"exact_match,none": 0.0,
"exact_match_stderr,none": 0.0,
"alias": " - leaderboard_math_counting_and_prob_hard"
},
"leaderboard_math_geometry_hard": {
"exact_match,none": 0.0,
"exact_match_stderr,none": 0.0,
"alias": " - leaderboard_math_geometry_hard"
},
"leaderboard_math_intermediate_algebra_hard": {
"exact_match,none": 0.0,
"exact_match_stderr,none": 0.0,
"alias": " - leaderboard_math_intermediate_algebra_hard"
},
"leaderboard_math_num_theory_hard": {
"exact_match,none": 0.0,
"exact_match_stderr,none": 0.0,
"alias": " - leaderboard_math_num_theory_hard"
},
"leaderboard_math_prealgebra_hard": {
"exact_match,none": 0.0,
"exact_match_stderr,none": 0.0,
"alias": " - leaderboard_math_prealgebra_hard"
},
"leaderboard_math_precalculus_hard": {
"exact_match,none": 0.0,
"exact_match_stderr,none": 0.0,
"alias": " - leaderboard_math_precalculus_hard"
},
"leaderboard_mmlu_pro": {
"acc,none": 0.45894281914893614,
"acc_stderr,none": 0.004543076070195501,
"alias": " - leaderboard_mmlu_pro"
},
"leaderboard_musr": {
"acc_norm,none": 0.4113756613756614,
"acc_norm_stderr,none": 0.017431692672875997,
"alias": " - leaderboard_musr"
},
"leaderboard_musr_murder_mysteries": {
"acc_norm,none": 0.496,
"acc_norm_stderr,none": 0.0316851985511992,
"alias": " - leaderboard_musr_murder_mysteries"
},
"leaderboard_musr_object_placements": {
"acc_norm,none": 0.25,
"acc_norm_stderr,none": 0.02711630722733202,
"alias": " - leaderboard_musr_object_placements"
},
"leaderboard_musr_team_allocation": {
"acc_norm,none": 0.492,
"acc_norm_stderr,none": 0.03168215643141386,
"alias": " - leaderboard_musr_team_allocation"
}
}
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