open-llm-leaderboard/SeaLLMs__SeaLLMs-v3-7B-Chat-details

Dataset Card for Evaluation run of SeaLLMs/SeaLLMs-v3-7B-Chat

Dataset automatically created during the evaluation run of model SeaLLMs/SeaLLMs-v3-7B-Chat 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/SeaLLMs__SeaLLMs-v3-7B-Chat-details",
    name="SeaLLMs__SeaLLMs-v3-7B-Chat__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-07-30T04-59-25.493330 (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": 0.4782721494357245,
            "acc_norm_stderr,none": 0.005337838012586721,
            "inst_level_loose_acc,none": 0.5299760191846523,
            "inst_level_loose_acc_stderr,none": "N/A",
            "exact_match,none": 0.1510574018126888,
            "exact_match_stderr,none": 0.009332818112811418,
            "prompt_level_loose_acc,none": 0.41035120147874304,
            "prompt_level_loose_acc_stderr,none": 0.02116789554279181,
            "prompt_level_strict_acc,none": 0.3789279112754159,
            "prompt_level_strict_acc_stderr,none": 0.02087624688366893,
            "inst_level_strict_acc,none": 0.4964028776978418,
            "inst_level_strict_acc_stderr,none": "N/A",
            "acc,none": 0.3894614361702128,
            "acc_stderr,none": 0.004445677118562395,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.5235202221836487,
            "acc_norm_stderr,none": 0.006173025339239441,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "acc_norm,none": 0.856,
            "acc_norm_stderr,none": 0.022249407735450207,
            "alias": "  - leaderboard_bbh_boolean_expressions"
        },
        "leaderboard_bbh_causal_judgement": {
            "acc_norm,none": 0.6256684491978609,
            "acc_norm_stderr,none": 0.03548492341343032,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.52,
            "acc_norm_stderr,none": 0.031660853408495185,
            "alias": "  - leaderboard_bbh_date_understanding"
        },
        "leaderboard_bbh_disambiguation_qa": {
            "acc_norm,none": 0.572,
            "acc_norm_stderr,none": 0.031355968923772605,
            "alias": "  - leaderboard_bbh_disambiguation_qa"
        },
        "leaderboard_bbh_formal_fallacies": {
            "acc_norm,none": 0.584,
            "acc_norm_stderr,none": 0.031235856237014553,
            "alias": "  - leaderboard_bbh_formal_fallacies"
        },
        "leaderboard_bbh_geometric_shapes": {
            "acc_norm,none": 0.412,
            "acc_norm_stderr,none": 0.0311915960260229,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.748,
            "acc_norm_stderr,none": 0.027513851933031363,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.524,
            "acc_norm_stderr,none": 0.03164968895968782,
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "acc_norm,none": 0.484,
            "acc_norm_stderr,none": 0.03166998503010742,
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "acc_norm,none": 0.66,
            "acc_norm_stderr,none": 0.03002007360545791,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.632,
            "acc_norm_stderr,none": 0.030562070620993167,
            "alias": "  - leaderboard_bbh_movie_recommendation"
        },
        "leaderboard_bbh_navigate": {
            "acc_norm,none": 0.652,
            "acc_norm_stderr,none": 0.0301865684645117,
            "alias": "  - leaderboard_bbh_navigate"
        },
        "leaderboard_bbh_object_counting": {
            "acc_norm,none": 0.36,
            "acc_norm_stderr,none": 0.03041876402517498,
            "alias": "  - leaderboard_bbh_object_counting"
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "acc_norm,none": 0.5684931506849316,
            "acc_norm_stderr,none": 0.04113130264537192,
            "alias": "  - leaderboard_bbh_penguins_in_a_table"
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "acc_norm,none": 0.452,
            "acc_norm_stderr,none": 0.031539864492556614,
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
        },
        "leaderboard_bbh_ruin_names": {
            "acc_norm,none": 0.564,
            "acc_norm_stderr,none": 0.03142556706028128,
            "alias": "  - leaderboard_bbh_ruin_names"
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "acc_norm,none": 0.452,
            "acc_norm_stderr,none": 0.03153986449255662,
            "alias": "  - leaderboard_bbh_salient_translation_error_detection"
        },
        "leaderboard_bbh_snarks": {
            "acc_norm,none": 0.6292134831460674,
            "acc_norm_stderr,none": 0.03630566062020186,
            "alias": "  - leaderboard_bbh_snarks"
        },
        "leaderboard_bbh_sports_understanding": {
            "acc_norm,none": 0.804,
            "acc_norm_stderr,none": 0.025156857313255926,
            "alias": "  - leaderboard_bbh_sports_understanding"
        },
        "leaderboard_bbh_temporal_sequences": {
            "acc_norm,none": 0.448,
            "acc_norm_stderr,none": 0.03151438761115355,
            "alias": "  - leaderboard_bbh_temporal_sequences"
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "acc_norm,none": 0.164,
            "acc_norm_stderr,none": 0.02346526100207676,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "acc_norm,none": 0.136,
            "acc_norm_stderr,none": 0.02172334261705206,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "acc_norm,none": 0.272,
            "acc_norm_stderr,none": 0.02820008829631,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
        },
        "leaderboard_bbh_web_of_lies": {
            "acc_norm,none": 0.52,
            "acc_norm_stderr,none": 0.03166085340849519,
            "alias": "  - leaderboard_bbh_web_of_lies"
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.2986577181208054,
            "acc_norm_stderr,none": 0.013261400734374115,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "acc_norm,none": 0.25757575757575757,
            "acc_norm_stderr,none": 0.031156269519646836,
            "alias": "  - leaderboard_gpqa_diamond"
        },
        "leaderboard_gpqa_extended": {
            "acc_norm,none": 0.3021978021978022,
            "acc_norm_stderr,none": 0.019670416969439147,
            "alias": "  - leaderboard_gpqa_extended"
        },
        "leaderboard_gpqa_main": {
            "acc_norm,none": 0.3125,
            "acc_norm_stderr,none": 0.021923384489444957,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.3789279112754159,
            "prompt_level_strict_acc_stderr,none": 0.02087624688366893,
            "inst_level_strict_acc,none": 0.49640287769784175,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.41035120147874304,
            "prompt_level_loose_acc_stderr,none": 0.02116789554279181,
            "inst_level_loose_acc,none": 0.5299760191846523,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": " - leaderboard_ifeval"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.1510574018126888,
            "exact_match_stderr,none": 0.00933281811281142,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "exact_match,none": 0.30618892508143325,
            "exact_match_stderr,none": 0.026348423774891654,
            "alias": "  - leaderboard_math_algebra_hard"
        },
        "leaderboard_math_counting_and_prob_hard": {
            "exact_match,none": 0.10569105691056911,
            "exact_match_stderr,none": 0.027834472287767364,
            "alias": "  - leaderboard_math_counting_and_prob_hard"
        },
        "leaderboard_math_geometry_hard": {
            "exact_match,none": 0.05303030303030303,
            "exact_match_stderr,none": 0.019579177674335205,
            "alias": "  - leaderboard_math_geometry_hard"
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "exact_match,none": 0.025,
            "exact_match_stderr,none": 0.009346956263824589,
            "alias": "  - leaderboard_math_intermediate_algebra_hard"
        },
        "leaderboard_math_num_theory_hard": {
            "exact_match,none": 0.12987012987012986,
            "exact_match_stderr,none": 0.02717696535667076,
            "alias": "  - leaderboard_math_num_theory_hard"
        },
        "leaderboard_math_prealgebra_hard": {
            "exact_match,none": 0.27461139896373055,
            "exact_match_stderr,none": 0.03221024508041153,
            "alias": "  - leaderboard_math_prealgebra_hard"
        },
        "leaderboard_math_precalculus_hard": {
            "exact_match,none": 0.044444444444444446,
            "exact_match_stderr,none": 0.017802636020324558,
            "alias": "  - leaderboard_math_precalculus_hard"
        },
        "leaderboard_mmlu_pro": {
            "acc,none": 0.3894614361702128,
            "acc_stderr,none": 0.004445677118562395,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.4166666666666667,
            "acc_norm_stderr,none": 0.017681706002288324,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "acc_norm,none": 0.536,
            "acc_norm_stderr,none": 0.03160397514522373,
            "alias": "  - leaderboard_musr_murder_mysteries"
        },
        "leaderboard_musr_object_placements": {
            "acc_norm,none": 0.328125,
            "acc_norm_stderr,none": 0.029403146715355242,
            "alias": "  - leaderboard_musr_object_placements"
        },
        "leaderboard_musr_team_allocation": {
            "acc_norm,none": 0.388,
            "acc_norm_stderr,none": 0.030881038748993922,
            "alias": "  - leaderboard_musr_team_allocation"
        }
    },
    "leaderboard": {
        "acc_norm,none": 0.4782721494357245,
        "acc_norm_stderr,none": 0.005337838012586721,
        "inst_level_loose_acc,none": 0.5299760191846523,
        "inst_level_loose_acc_stderr,none": "N/A",
        "exact_match,none": 0.1510574018126888,
        "exact_match_stderr,none": 0.009332818112811418,
        "prompt_level_loose_acc,none": 0.41035120147874304,
        "prompt_level_loose_acc_stderr,none": 0.02116789554279181,
        "prompt_level_strict_acc,none": 0.3789279112754159,
        "prompt_level_strict_acc_stderr,none": 0.02087624688366893,
        "inst_level_strict_acc,none": 0.4964028776978418,
        "inst_level_strict_acc_stderr,none": "N/A",
        "acc,none": 0.3894614361702128,
        "acc_stderr,none": 0.004445677118562395,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.5235202221836487,
        "acc_norm_stderr,none": 0.006173025339239441,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "acc_norm,none": 0.856,
        "acc_norm_stderr,none": 0.022249407735450207,
        "alias": "  - leaderboard_bbh_boolean_expressions"
    },
    "leaderboard_bbh_causal_judgement": {
        "acc_norm,none": 0.6256684491978609,
        "acc_norm_stderr,none": 0.03548492341343032,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.52,
        "acc_norm_stderr,none": 0.031660853408495185,
        "alias": "  - leaderboard_bbh_date_understanding"
    },
    "leaderboard_bbh_disambiguation_qa": {
        "acc_norm,none": 0.572,
        "acc_norm_stderr,none": 0.031355968923772605,
        "alias": "  - leaderboard_bbh_disambiguation_qa"
    },
    "leaderboard_bbh_formal_fallacies": {
        "acc_norm,none": 0.584,
        "acc_norm_stderr,none": 0.031235856237014553,
        "alias": "  - leaderboard_bbh_formal_fallacies"
    },
    "leaderboard_bbh_geometric_shapes": {
        "acc_norm,none": 0.412,
        "acc_norm_stderr,none": 0.0311915960260229,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.748,
        "acc_norm_stderr,none": 0.027513851933031363,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.524,
        "acc_norm_stderr,none": 0.03164968895968782,
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "acc_norm,none": 0.484,
        "acc_norm_stderr,none": 0.03166998503010742,
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "acc_norm,none": 0.66,
        "acc_norm_stderr,none": 0.03002007360545791,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.632,
        "acc_norm_stderr,none": 0.030562070620993167,
        "alias": "  - leaderboard_bbh_movie_recommendation"
    },
    "leaderboard_bbh_navigate": {
        "acc_norm,none": 0.652,
        "acc_norm_stderr,none": 0.0301865684645117,
        "alias": "  - leaderboard_bbh_navigate"
    },
    "leaderboard_bbh_object_counting": {
        "acc_norm,none": 0.36,
        "acc_norm_stderr,none": 0.03041876402517498,
        "alias": "  - leaderboard_bbh_object_counting"
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "acc_norm,none": 0.5684931506849316,
        "acc_norm_stderr,none": 0.04113130264537192,
        "alias": "  - leaderboard_bbh_penguins_in_a_table"
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "acc_norm,none": 0.452,
        "acc_norm_stderr,none": 0.031539864492556614,
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
    },
    "leaderboard_bbh_ruin_names": {
        "acc_norm,none": 0.564,
        "acc_norm_stderr,none": 0.03142556706028128,
        "alias": "  - leaderboard_bbh_ruin_names"
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "acc_norm,none": 0.452,
        "acc_norm_stderr,none": 0.03153986449255662,
        "alias": "  - leaderboard_bbh_salient_translation_error_detection"
    },
    "leaderboard_bbh_snarks": {
        "acc_norm,none": 0.6292134831460674,
        "acc_norm_stderr,none": 0.03630566062020186,
        "alias": "  - leaderboard_bbh_snarks"
    },
    "leaderboard_bbh_sports_understanding": {
        "acc_norm,none": 0.804,
        "acc_norm_stderr,none": 0.025156857313255926,
        "alias": "  - leaderboard_bbh_sports_understanding"
    },
    "leaderboard_bbh_temporal_sequences": {
        "acc_norm,none": 0.448,
        "acc_norm_stderr,none": 0.03151438761115355,
        "alias": "  - leaderboard_bbh_temporal_sequences"
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "acc_norm,none": 0.164,
        "acc_norm_stderr,none": 0.02346526100207676,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "acc_norm,none": 0.136,
        "acc_norm_stderr,none": 0.02172334261705206,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "acc_norm,none": 0.272,
        "acc_norm_stderr,none": 0.02820008829631,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
    },
    "leaderboard_bbh_web_of_lies": {
        "acc_norm,none": 0.52,
        "acc_norm_stderr,none": 0.03166085340849519,
        "alias": "  - leaderboard_bbh_web_of_lies"
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.2986577181208054,
        "acc_norm_stderr,none": 0.013261400734374115,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "acc_norm,none": 0.25757575757575757,
        "acc_norm_stderr,none": 0.031156269519646836,
        "alias": "  - leaderboard_gpqa_diamond"
    },
    "leaderboard_gpqa_extended": {
        "acc_norm,none": 0.3021978021978022,
        "acc_norm_stderr,none": 0.019670416969439147,
        "alias": "  - leaderboard_gpqa_extended"
    },
    "leaderboard_gpqa_main": {
        "acc_norm,none": 0.3125,
        "acc_norm_stderr,none": 0.021923384489444957,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.3789279112754159,
        "prompt_level_strict_acc_stderr,none": 0.02087624688366893,
        "inst_level_strict_acc,none": 0.49640287769784175,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.41035120147874304,
        "prompt_level_loose_acc_stderr,none": 0.02116789554279181,
        "inst_level_loose_acc,none": 0.5299760191846523,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": " - leaderboard_ifeval"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.1510574018126888,
        "exact_match_stderr,none": 0.00933281811281142,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "exact_match,none": 0.30618892508143325,
        "exact_match_stderr,none": 0.026348423774891654,
        "alias": "  - leaderboard_math_algebra_hard"
    },
    "leaderboard_math_counting_and_prob_hard": {
        "exact_match,none": 0.10569105691056911,
        "exact_match_stderr,none": 0.027834472287767364,
        "alias": "  - leaderboard_math_counting_and_prob_hard"
    },
    "leaderboard_math_geometry_hard": {
        "exact_match,none": 0.05303030303030303,
        "exact_match_stderr,none": 0.019579177674335205,
        "alias": "  - leaderboard_math_geometry_hard"
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "exact_match,none": 0.025,
        "exact_match_stderr,none": 0.009346956263824589,
        "alias": "  - leaderboard_math_intermediate_algebra_hard"
    },
    "leaderboard_math_num_theory_hard": {
        "exact_match,none": 0.12987012987012986,
        "exact_match_stderr,none": 0.02717696535667076,
        "alias": "  - leaderboard_math_num_theory_hard"
    },
    "leaderboard_math_prealgebra_hard": {
        "exact_match,none": 0.27461139896373055,
        "exact_match_stderr,none": 0.03221024508041153,
        "alias": "  - leaderboard_math_prealgebra_hard"
    },
    "leaderboard_math_precalculus_hard": {
        "exact_match,none": 0.044444444444444446,
        "exact_match_stderr,none": 0.017802636020324558,
        "alias": "  - leaderboard_math_precalculus_hard"
    },
    "leaderboard_mmlu_pro": {
        "acc,none": 0.3894614361702128,
        "acc_stderr,none": 0.004445677118562395,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.4166666666666667,
        "acc_norm_stderr,none": 0.017681706002288324,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "acc_norm,none": 0.536,
        "acc_norm_stderr,none": 0.03160397514522373,
        "alias": "  - leaderboard_musr_murder_mysteries"
    },
    "leaderboard_musr_object_placements": {
        "acc_norm,none": 0.328125,
        "acc_norm_stderr,none": 0.029403146715355242,
        "alias": "  - leaderboard_musr_object_placements"
    },
    "leaderboard_musr_team_allocation": {
        "acc_norm,none": 0.388,
        "acc_norm_stderr,none": 0.030881038748993922,
        "alias": "  - leaderboard_musr_team_allocation"
    }
}

Dataset Details

Dataset Description

• Curated by: [More Information Needed]
• Funded by [optional]: [More Information Needed]
• Shared by [optional]: [More Information Needed]
• Language(s) (NLP): [More Information Needed]
• License: [More Information Needed]

Dataset Sources [optional]

• Repository: [More Information Needed]
• Paper [optional]: [More Information Needed]
• Demo [optional]: [More Information Needed]

Uses

Direct Use

[More Information Needed]

Out-of-Scope Use

[More Information Needed]

Dataset Structure

[More Information Needed]

Dataset Creation

Curation Rationale

[More Information Needed]

Source Data

Data Collection and Processing

[More Information Needed]

Who are the source data producers?

[More Information Needed]

Annotations [optional]

Annotation process

[More Information Needed]

Who are the annotators?

[More Information Needed]

Personal and Sensitive Information

[More Information Needed]

Bias, Risks, and Limitations

[More Information Needed]

Recommendations

Users should be made aware of the risks, biases and limitations of the dataset. More information needed for further recommendations.

Citation [optional]

BibTeX:

[More Information Needed]

APA:

[More Information Needed]

Glossary [optional]

[More Information Needed]

More Information [optional]

[More Information Needed]

Dataset Card Authors [optional]

[More Information Needed]

Dataset Card Contact

[More Information Needed]