open-llm-leaderboard/LEESM__llama-2-7b-hf-lora-oki10p-details

Dataset Card for Evaluation run of LEESM/llama-2-7b-hf-lora-oki10p

Dataset automatically created during the evaluation run of model LEESM/llama-2-7b-hf-lora-oki10p 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/LEESM__llama-2-7b-hf-lora-oki10p-details",
    name="LEESM__llama-2-7b-hf-lora-oki10p__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-11-10T06-05-46.501839 (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": 0.29136690647482016,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_strict_acc,none": 0.16081330868761554,
            "prompt_level_strict_acc_stderr,none": 0.015808599888607115,
            "acc_norm,none": 0.33558178752107926,
            "acc_norm_stderr,none": 0.005088064287265149,
            "prompt_level_loose_acc,none": 0.18299445471349354,
            "prompt_level_loose_acc_stderr,none": 0.016639282183680784,
            "acc,none": 0.16788563829787234,
            "acc_stderr,none": 0.0034075906548833444,
            "inst_level_loose_acc,none": 0.3069544364508393,
            "inst_level_loose_acc_stderr,none": "N/A",
            "exact_match,none": 0.01283987915407855,
            "exact_match_stderr,none": 0.0030980102842521166,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.35098073251171674,
            "acc_norm_stderr,none": 0.005886349735107773,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "alias": "  - leaderboard_bbh_boolean_expressions",
            "acc_norm,none": 0.588,
            "acc_norm_stderr,none": 0.031191596026022818
        },
        "leaderboard_bbh_causal_judgement": {
            "alias": "  - leaderboard_bbh_causal_judgement",
            "acc_norm,none": 0.48663101604278075,
            "acc_norm_stderr,none": 0.03664867131244299
        },
        "leaderboard_bbh_date_understanding": {
            "alias": "  - leaderboard_bbh_date_understanding",
            "acc_norm,none": 0.344,
            "acc_norm_stderr,none": 0.03010450339231644
        },
        "leaderboard_bbh_disambiguation_qa": {
            "alias": "  - leaderboard_bbh_disambiguation_qa",
            "acc_norm,none": 0.528,
            "acc_norm_stderr,none": 0.031636489531544396
        },
        "leaderboard_bbh_formal_fallacies": {
            "alias": "  - leaderboard_bbh_formal_fallacies",
            "acc_norm,none": 0.476,
            "acc_norm_stderr,none": 0.03164968895968774
        },
        "leaderboard_bbh_geometric_shapes": {
            "alias": "  - leaderboard_bbh_geometric_shapes",
            "acc_norm,none": 0.1,
            "acc_norm_stderr,none": 0.01901172751573434
        },
        "leaderboard_bbh_hyperbaton": {
            "alias": "  - leaderboard_bbh_hyperbaton",
            "acc_norm,none": 0.508,
            "acc_norm_stderr,none": 0.03168215643141386
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
            "acc_norm,none": 0.264,
            "acc_norm_stderr,none": 0.027934518957690866
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
            "acc_norm,none": 0.152,
            "acc_norm_stderr,none": 0.022752024491765464
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
            "acc_norm,none": 0.376,
            "acc_norm_stderr,none": 0.03069633626739458
        },
        "leaderboard_bbh_movie_recommendation": {
            "alias": "  - leaderboard_bbh_movie_recommendation",
            "acc_norm,none": 0.636,
            "acc_norm_stderr,none": 0.030491555220405475
        },
        "leaderboard_bbh_navigate": {
            "alias": "  - leaderboard_bbh_navigate",
            "acc_norm,none": 0.548,
            "acc_norm_stderr,none": 0.03153986449255664
        },
        "leaderboard_bbh_object_counting": {
            "alias": "  - leaderboard_bbh_object_counting",
            "acc_norm,none": 0.284,
            "acc_norm_stderr,none": 0.02857695873043744
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "alias": "  - leaderboard_bbh_penguins_in_a_table",
            "acc_norm,none": 0.2602739726027397,
            "acc_norm_stderr,none": 0.03643903096750157
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
            "acc_norm,none": 0.196,
            "acc_norm_stderr,none": 0.025156857313255926
        },
        "leaderboard_bbh_ruin_names": {
            "alias": "  - leaderboard_bbh_ruin_names",
            "acc_norm,none": 0.176,
            "acc_norm_stderr,none": 0.024133497525457123
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "alias": "  - leaderboard_bbh_salient_translation_error_detection",
            "acc_norm,none": 0.252,
            "acc_norm_stderr,none": 0.027513851933031318
        },
        "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": 0.54,
            "acc_norm_stderr,none": 0.031584653891499004
        },
        "leaderboard_bbh_temporal_sequences": {
            "alias": "  - leaderboard_bbh_temporal_sequences",
            "acc_norm,none": 0.132,
            "acc_norm_stderr,none": 0.021450980824038166
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
            "acc_norm,none": 0.16,
            "acc_norm_stderr,none": 0.023232714782060626
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
            "acc_norm,none": 0.108,
            "acc_norm_stderr,none": 0.019669559381568776
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
            "acc_norm,none": 0.336,
            "acc_norm_stderr,none": 0.02993325909419153
        },
        "leaderboard_bbh_web_of_lies": {
            "alias": "  - leaderboard_bbh_web_of_lies",
            "acc_norm,none": 0.484,
            "acc_norm_stderr,none": 0.03166998503010743
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.25419463087248323,
            "acc_norm_stderr,none": 0.012626270443931933,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "alias": "  - leaderboard_gpqa_diamond",
            "acc_norm,none": 0.26262626262626265,
            "acc_norm_stderr,none": 0.031353050095330834
        },
        "leaderboard_gpqa_extended": {
            "alias": "  - leaderboard_gpqa_extended",
            "acc_norm,none": 0.2490842490842491,
            "acc_norm_stderr,none": 0.01852552347648428
        },
        "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": 0.16081330868761554,
            "prompt_level_strict_acc_stderr,none": 0.015808599888607115,
            "inst_level_strict_acc,none": 0.29136690647482016,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.18299445471349354,
            "prompt_level_loose_acc_stderr,none": 0.016639282183680784,
            "inst_level_loose_acc,none": 0.3069544364508393,
            "inst_level_loose_acc_stderr,none": "N/A"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.01283987915407855,
            "exact_match_stderr,none": 0.0030980102842521166,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "alias": "  - leaderboard_math_algebra_hard",
            "exact_match,none": 0.009771986970684038,
            "exact_match_stderr,none": 0.005623391633915856
        },
        "leaderboard_math_counting_and_prob_hard": {
            "alias": "  - leaderboard_math_counting_and_prob_hard",
            "exact_match,none": 0.016260162601626018,
            "exact_match_stderr,none": 0.011450452676925654
        },
        "leaderboard_math_geometry_hard": {
            "alias": "  - leaderboard_math_geometry_hard",
            "exact_match,none": 0.007575757575757576,
            "exact_match_stderr,none": 0.007575757575757577
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "alias": "  - leaderboard_math_intermediate_algebra_hard",
            "exact_match,none": 0.010714285714285714,
            "exact_match_stderr,none": 0.006163684194761604
        },
        "leaderboard_math_num_theory_hard": {
            "alias": "  - leaderboard_math_num_theory_hard",
            "exact_match,none": 0.012987012987012988,
            "exact_match_stderr,none": 0.009153145279150204
        },
        "leaderboard_math_prealgebra_hard": {
            "alias": "  - leaderboard_math_prealgebra_hard",
            "exact_match,none": 0.025906735751295335,
            "exact_match_stderr,none": 0.011464523356953155
        },
        "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": 0.16788563829787234,
            "acc_stderr,none": 0.0034075906548833444
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.34656084656084657,
            "acc_norm_stderr,none": 0.01683787018006705,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "alias": "  - leaderboard_musr_murder_mysteries",
            "acc_norm,none": 0.5,
            "acc_norm_stderr,none": 0.031686212526223896
        },
        "leaderboard_musr_object_placements": {
            "alias": "  - leaderboard_musr_object_placements",
            "acc_norm,none": 0.2265625,
            "acc_norm_stderr,none": 0.026214195644894838
        },
        "leaderboard_musr_team_allocation": {
            "alias": "  - leaderboard_musr_team_allocation",
            "acc_norm,none": 0.316,
            "acc_norm_stderr,none": 0.029462657598578648
        }
    },
    "leaderboard": {
        "inst_level_strict_acc,none": 0.29136690647482016,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_strict_acc,none": 0.16081330868761554,
        "prompt_level_strict_acc_stderr,none": 0.015808599888607115,
        "acc_norm,none": 0.33558178752107926,
        "acc_norm_stderr,none": 0.005088064287265149,
        "prompt_level_loose_acc,none": 0.18299445471349354,
        "prompt_level_loose_acc_stderr,none": 0.016639282183680784,
        "acc,none": 0.16788563829787234,
        "acc_stderr,none": 0.0034075906548833444,
        "inst_level_loose_acc,none": 0.3069544364508393,
        "inst_level_loose_acc_stderr,none": "N/A",
        "exact_match,none": 0.01283987915407855,
        "exact_match_stderr,none": 0.0030980102842521166,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.35098073251171674,
        "acc_norm_stderr,none": 0.005886349735107773,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "alias": "  - leaderboard_bbh_boolean_expressions",
        "acc_norm,none": 0.588,
        "acc_norm_stderr,none": 0.031191596026022818
    },
    "leaderboard_bbh_causal_judgement": {
        "alias": "  - leaderboard_bbh_causal_judgement",
        "acc_norm,none": 0.48663101604278075,
        "acc_norm_stderr,none": 0.03664867131244299
    },
    "leaderboard_bbh_date_understanding": {
        "alias": "  - leaderboard_bbh_date_understanding",
        "acc_norm,none": 0.344,
        "acc_norm_stderr,none": 0.03010450339231644
    },
    "leaderboard_bbh_disambiguation_qa": {
        "alias": "  - leaderboard_bbh_disambiguation_qa",
        "acc_norm,none": 0.528,
        "acc_norm_stderr,none": 0.031636489531544396
    },
    "leaderboard_bbh_formal_fallacies": {
        "alias": "  - leaderboard_bbh_formal_fallacies",
        "acc_norm,none": 0.476,
        "acc_norm_stderr,none": 0.03164968895968774
    },
    "leaderboard_bbh_geometric_shapes": {
        "alias": "  - leaderboard_bbh_geometric_shapes",
        "acc_norm,none": 0.1,
        "acc_norm_stderr,none": 0.01901172751573434
    },
    "leaderboard_bbh_hyperbaton": {
        "alias": "  - leaderboard_bbh_hyperbaton",
        "acc_norm,none": 0.508,
        "acc_norm_stderr,none": 0.03168215643141386
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
        "acc_norm,none": 0.264,
        "acc_norm_stderr,none": 0.027934518957690866
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
        "acc_norm,none": 0.152,
        "acc_norm_stderr,none": 0.022752024491765464
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
        "acc_norm,none": 0.376,
        "acc_norm_stderr,none": 0.03069633626739458
    },
    "leaderboard_bbh_movie_recommendation": {
        "alias": "  - leaderboard_bbh_movie_recommendation",
        "acc_norm,none": 0.636,
        "acc_norm_stderr,none": 0.030491555220405475
    },
    "leaderboard_bbh_navigate": {
        "alias": "  - leaderboard_bbh_navigate",
        "acc_norm,none": 0.548,
        "acc_norm_stderr,none": 0.03153986449255664
    },
    "leaderboard_bbh_object_counting": {
        "alias": "  - leaderboard_bbh_object_counting",
        "acc_norm,none": 0.284,
        "acc_norm_stderr,none": 0.02857695873043744
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "alias": "  - leaderboard_bbh_penguins_in_a_table",
        "acc_norm,none": 0.2602739726027397,
        "acc_norm_stderr,none": 0.03643903096750157
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
        "acc_norm,none": 0.196,
        "acc_norm_stderr,none": 0.025156857313255926
    },
    "leaderboard_bbh_ruin_names": {
        "alias": "  - leaderboard_bbh_ruin_names",
        "acc_norm,none": 0.176,
        "acc_norm_stderr,none": 0.024133497525457123
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "alias": "  - leaderboard_bbh_salient_translation_error_detection",
        "acc_norm,none": 0.252,
        "acc_norm_stderr,none": 0.027513851933031318
    },
    "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": 0.54,
        "acc_norm_stderr,none": 0.031584653891499004
    },
    "leaderboard_bbh_temporal_sequences": {
        "alias": "  - leaderboard_bbh_temporal_sequences",
        "acc_norm,none": 0.132,
        "acc_norm_stderr,none": 0.021450980824038166
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
        "acc_norm,none": 0.16,
        "acc_norm_stderr,none": 0.023232714782060626
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
        "acc_norm,none": 0.108,
        "acc_norm_stderr,none": 0.019669559381568776
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
        "acc_norm,none": 0.336,
        "acc_norm_stderr,none": 0.02993325909419153
    },
    "leaderboard_bbh_web_of_lies": {
        "alias": "  - leaderboard_bbh_web_of_lies",
        "acc_norm,none": 0.484,
        "acc_norm_stderr,none": 0.03166998503010743
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.25419463087248323,
        "acc_norm_stderr,none": 0.012626270443931933,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "alias": "  - leaderboard_gpqa_diamond",
        "acc_norm,none": 0.26262626262626265,
        "acc_norm_stderr,none": 0.031353050095330834
    },
    "leaderboard_gpqa_extended": {
        "alias": "  - leaderboard_gpqa_extended",
        "acc_norm,none": 0.2490842490842491,
        "acc_norm_stderr,none": 0.01852552347648428
    },
    "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": 0.16081330868761554,
        "prompt_level_strict_acc_stderr,none": 0.015808599888607115,
        "inst_level_strict_acc,none": 0.29136690647482016,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.18299445471349354,
        "prompt_level_loose_acc_stderr,none": 0.016639282183680784,
        "inst_level_loose_acc,none": 0.3069544364508393,
        "inst_level_loose_acc_stderr,none": "N/A"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.01283987915407855,
        "exact_match_stderr,none": 0.0030980102842521166,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "alias": "  - leaderboard_math_algebra_hard",
        "exact_match,none": 0.009771986970684038,
        "exact_match_stderr,none": 0.005623391633915856
    },
    "leaderboard_math_counting_and_prob_hard": {
        "alias": "  - leaderboard_math_counting_and_prob_hard",
        "exact_match,none": 0.016260162601626018,
        "exact_match_stderr,none": 0.011450452676925654
    },
    "leaderboard_math_geometry_hard": {
        "alias": "  - leaderboard_math_geometry_hard",
        "exact_match,none": 0.007575757575757576,
        "exact_match_stderr,none": 0.007575757575757577
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "alias": "  - leaderboard_math_intermediate_algebra_hard",
        "exact_match,none": 0.010714285714285714,
        "exact_match_stderr,none": 0.006163684194761604
    },
    "leaderboard_math_num_theory_hard": {
        "alias": "  - leaderboard_math_num_theory_hard",
        "exact_match,none": 0.012987012987012988,
        "exact_match_stderr,none": 0.009153145279150204
    },
    "leaderboard_math_prealgebra_hard": {
        "alias": "  - leaderboard_math_prealgebra_hard",
        "exact_match,none": 0.025906735751295335,
        "exact_match_stderr,none": 0.011464523356953155
    },
    "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": 0.16788563829787234,
        "acc_stderr,none": 0.0034075906548833444
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.34656084656084657,
        "acc_norm_stderr,none": 0.01683787018006705,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "alias": "  - leaderboard_musr_murder_mysteries",
        "acc_norm,none": 0.5,
        "acc_norm_stderr,none": 0.031686212526223896
    },
    "leaderboard_musr_object_placements": {
        "alias": "  - leaderboard_musr_object_placements",
        "acc_norm,none": 0.2265625,
        "acc_norm_stderr,none": 0.026214195644894838
    },
    "leaderboard_musr_team_allocation": {
        "alias": "  - leaderboard_musr_team_allocation",
        "acc_norm,none": 0.316,
        "acc_norm_stderr,none": 0.029462657598578648
    }
}

Dataset Details

Dataset Description

• Curated by: [More Information Needed]
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