open-llm-leaderboard/Qwen__Qwen2-VL-72B-Instruct-details

Dataset Card for Evaluation run of Qwen/Qwen2-VL-72B-Instruct

Dataset automatically created during the evaluation run of model Qwen/Qwen2-VL-72B-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/Qwen__Qwen2-VL-72B-Instruct-details",
    name="Qwen__Qwen2-VL-72B-Instruct__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-10-22T04-20-31.971941 (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": {
            "prompt_level_strict_acc,none": 0.5489833641404805,
            "prompt_level_strict_acc_stderr,none": 0.021413072765359822,
            "prompt_level_loose_acc,none": 0.5822550831792976,
            "prompt_level_loose_acc_stderr,none": 0.02122341916161409,
            "exact_match,none": 0.23338368580060423,
            "exact_match_stderr,none": 0.01089455892899154,
            "acc,none": 0.5717253989361702,
            "acc_stderr,none": 0.004511324211701516,
            "acc_norm,none": 0.6207030743287067,
            "acc_norm_stderr,none": 0.004969286311893269,
            "inst_level_strict_acc,none": 0.6474820143884892,
            "inst_level_strict_acc_stderr,none": "N/A",
            "inst_level_loose_acc,none": 0.6810551558752997,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.6915466064919285,
            "acc_norm_stderr,none": 0.005500696377536523,
            "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": 0.6524064171122995,
            "acc_norm_stderr,none": 0.034917128004470825,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.752,
            "acc_norm_stderr,none": 0.027367497504863593,
            "alias": "  - leaderboard_bbh_date_understanding"
        },
        "leaderboard_bbh_disambiguation_qa": {
            "acc_norm,none": 0.736,
            "acc_norm_stderr,none": 0.027934518957690866,
            "alias": "  - leaderboard_bbh_disambiguation_qa"
        },
        "leaderboard_bbh_formal_fallacies": {
            "acc_norm,none": 0.704,
            "acc_norm_stderr,none": 0.028928939388379697,
            "alias": "  - leaderboard_bbh_formal_fallacies"
        },
        "leaderboard_bbh_geometric_shapes": {
            "acc_norm,none": 0.556,
            "acc_norm_stderr,none": 0.03148684942554571,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.76,
            "acc_norm_stderr,none": 0.027065293652238982,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.656,
            "acc_norm_stderr,none": 0.03010450339231644,
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "acc_norm,none": 0.628,
            "acc_norm_stderr,none": 0.03063032594455827,
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "acc_norm,none": 0.888,
            "acc_norm_stderr,none": 0.019985536939171485,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.856,
            "acc_norm_stderr,none": 0.022249407735450245,
            "alias": "  - leaderboard_bbh_movie_recommendation"
        },
        "leaderboard_bbh_navigate": {
            "acc_norm,none": 0.816,
            "acc_norm_stderr,none": 0.02455581299422255,
            "alias": "  - leaderboard_bbh_navigate"
        },
        "leaderboard_bbh_object_counting": {
            "acc_norm,none": 0.48,
            "acc_norm_stderr,none": 0.03166085340849512,
            "alias": "  - leaderboard_bbh_object_counting"
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "acc_norm,none": 0.7534246575342466,
            "acc_norm_stderr,none": 0.03579404139909803,
            "alias": "  - leaderboard_bbh_penguins_in_a_table"
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "acc_norm,none": 0.88,
            "acc_norm_stderr,none": 0.020593600596839998,
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
        },
        "leaderboard_bbh_ruin_names": {
            "acc_norm,none": 0.876,
            "acc_norm_stderr,none": 0.020886382258673272,
            "alias": "  - leaderboard_bbh_ruin_names"
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "acc_norm,none": 0.604,
            "acc_norm_stderr,none": 0.030993197854577898,
            "alias": "  - leaderboard_bbh_salient_translation_error_detection"
        },
        "leaderboard_bbh_snarks": {
            "acc_norm,none": 0.8932584269662921,
            "acc_norm_stderr,none": 0.02320965725605375,
            "alias": "  - leaderboard_bbh_snarks"
        },
        "leaderboard_bbh_sports_understanding": {
            "acc_norm,none": 0.896,
            "acc_norm_stderr,none": 0.019345100974843932,
            "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": 0.284,
            "acc_norm_stderr,none": 0.02857695873043744,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "acc_norm,none": 0.268,
            "acc_norm_stderr,none": 0.02806876238252672,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "acc_norm,none": 0.356,
            "acc_norm_stderr,none": 0.0303436806571532,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
        },
        "leaderboard_bbh_web_of_lies": {
            "acc_norm,none": 0.516,
            "acc_norm_stderr,none": 0.03166998503010743,
            "alias": "  - leaderboard_bbh_web_of_lies"
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.3875838926174497,
            "acc_norm_stderr,none": 0.014116126306332877,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "acc_norm,none": 0.43434343434343436,
            "acc_norm_stderr,none": 0.035315058793591834,
            "alias": "  - leaderboard_gpqa_diamond"
        },
        "leaderboard_gpqa_extended": {
            "acc_norm,none": 0.3772893772893773,
            "acc_norm_stderr,none": 0.0207626209246006,
            "alias": "  - leaderboard_gpqa_extended"
        },
        "leaderboard_gpqa_main": {
            "acc_norm,none": 0.3794642857142857,
            "acc_norm_stderr,none": 0.022951711861293297,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.5489833641404805,
            "prompt_level_strict_acc_stderr,none": 0.021413072765359822,
            "inst_level_strict_acc,none": 0.6474820143884892,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.5822550831792976,
            "prompt_level_loose_acc_stderr,none": 0.02122341916161409,
            "inst_level_loose_acc,none": 0.6810551558752997,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": " - leaderboard_ifeval"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.23338368580060423,
            "exact_match_stderr,none": 0.01089455892899154,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "exact_match,none": 0.4006514657980456,
            "exact_match_stderr,none": 0.028013177848580824,
            "alias": "  - leaderboard_math_algebra_hard"
        },
        "leaderboard_math_counting_and_prob_hard": {
            "exact_match,none": 0.23577235772357724,
            "exact_match_stderr,none": 0.03843066495214836,
            "alias": "  - leaderboard_math_counting_and_prob_hard"
        },
        "leaderboard_math_geometry_hard": {
            "exact_match,none": 0.06818181818181818,
            "exact_match_stderr,none": 0.022022378945902827,
            "alias": "  - leaderboard_math_geometry_hard"
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "exact_match,none": 0.06785714285714285,
            "exact_match_stderr,none": 0.015056946981473257,
            "alias": "  - leaderboard_math_intermediate_algebra_hard"
        },
        "leaderboard_math_num_theory_hard": {
            "exact_match,none": 0.33116883116883117,
            "exact_match_stderr,none": 0.038048475825209836,
            "alias": "  - leaderboard_math_num_theory_hard"
        },
        "leaderboard_math_prealgebra_hard": {
            "exact_match,none": 0.37305699481865284,
            "exact_match_stderr,none": 0.0349020559204857,
            "alias": "  - leaderboard_math_prealgebra_hard"
        },
        "leaderboard_math_precalculus_hard": {
            "exact_match,none": 0.044444444444444446,
            "exact_match_stderr,none": 0.01780263602032457,
            "alias": "  - leaderboard_math_precalculus_hard"
        },
        "leaderboard_mmlu_pro": {
            "acc,none": 0.5717253989361702,
            "acc_stderr,none": 0.004511324211701516,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.44841269841269843,
            "acc_norm_stderr,none": 0.017758686794062003,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "acc_norm,none": 0.584,
            "acc_norm_stderr,none": 0.031235856237014505,
            "alias": "  - leaderboard_musr_murder_mysteries"
        },
        "leaderboard_musr_object_placements": {
            "acc_norm,none": 0.34765625,
            "acc_norm_stderr,none": 0.029822440677853123,
            "alias": "  - leaderboard_musr_object_placements"
        },
        "leaderboard_musr_team_allocation": {
            "acc_norm,none": 0.416,
            "acc_norm_stderr,none": 0.031235856237014505,
            "alias": "  - leaderboard_musr_team_allocation"
        }
    },
    "leaderboard": {
        "prompt_level_strict_acc,none": 0.5489833641404805,
        "prompt_level_strict_acc_stderr,none": 0.021413072765359822,
        "prompt_level_loose_acc,none": 0.5822550831792976,
        "prompt_level_loose_acc_stderr,none": 0.02122341916161409,
        "exact_match,none": 0.23338368580060423,
        "exact_match_stderr,none": 0.01089455892899154,
        "acc,none": 0.5717253989361702,
        "acc_stderr,none": 0.004511324211701516,
        "acc_norm,none": 0.6207030743287067,
        "acc_norm_stderr,none": 0.004969286311893269,
        "inst_level_strict_acc,none": 0.6474820143884892,
        "inst_level_strict_acc_stderr,none": "N/A",
        "inst_level_loose_acc,none": 0.6810551558752997,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.6915466064919285,
        "acc_norm_stderr,none": 0.005500696377536523,
        "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": 0.6524064171122995,
        "acc_norm_stderr,none": 0.034917128004470825,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.752,
        "acc_norm_stderr,none": 0.027367497504863593,
        "alias": "  - leaderboard_bbh_date_understanding"
    },
    "leaderboard_bbh_disambiguation_qa": {
        "acc_norm,none": 0.736,
        "acc_norm_stderr,none": 0.027934518957690866,
        "alias": "  - leaderboard_bbh_disambiguation_qa"
    },
    "leaderboard_bbh_formal_fallacies": {
        "acc_norm,none": 0.704,
        "acc_norm_stderr,none": 0.028928939388379697,
        "alias": "  - leaderboard_bbh_formal_fallacies"
    },
    "leaderboard_bbh_geometric_shapes": {
        "acc_norm,none": 0.556,
        "acc_norm_stderr,none": 0.03148684942554571,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.76,
        "acc_norm_stderr,none": 0.027065293652238982,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.656,
        "acc_norm_stderr,none": 0.03010450339231644,
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "acc_norm,none": 0.628,
        "acc_norm_stderr,none": 0.03063032594455827,
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "acc_norm,none": 0.888,
        "acc_norm_stderr,none": 0.019985536939171485,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.856,
        "acc_norm_stderr,none": 0.022249407735450245,
        "alias": "  - leaderboard_bbh_movie_recommendation"
    },
    "leaderboard_bbh_navigate": {
        "acc_norm,none": 0.816,
        "acc_norm_stderr,none": 0.02455581299422255,
        "alias": "  - leaderboard_bbh_navigate"
    },
    "leaderboard_bbh_object_counting": {
        "acc_norm,none": 0.48,
        "acc_norm_stderr,none": 0.03166085340849512,
        "alias": "  - leaderboard_bbh_object_counting"
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "acc_norm,none": 0.7534246575342466,
        "acc_norm_stderr,none": 0.03579404139909803,
        "alias": "  - leaderboard_bbh_penguins_in_a_table"
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "acc_norm,none": 0.88,
        "acc_norm_stderr,none": 0.020593600596839998,
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
    },
    "leaderboard_bbh_ruin_names": {
        "acc_norm,none": 0.876,
        "acc_norm_stderr,none": 0.020886382258673272,
        "alias": "  - leaderboard_bbh_ruin_names"
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "acc_norm,none": 0.604,
        "acc_norm_stderr,none": 0.030993197854577898,
        "alias": "  - leaderboard_bbh_salient_translation_error_detection"
    },
    "leaderboard_bbh_snarks": {
        "acc_norm,none": 0.8932584269662921,
        "acc_norm_stderr,none": 0.02320965725605375,
        "alias": "  - leaderboard_bbh_snarks"
    },
    "leaderboard_bbh_sports_understanding": {
        "acc_norm,none": 0.896,
        "acc_norm_stderr,none": 0.019345100974843932,
        "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": 0.284,
        "acc_norm_stderr,none": 0.02857695873043744,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "acc_norm,none": 0.268,
        "acc_norm_stderr,none": 0.02806876238252672,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "acc_norm,none": 0.356,
        "acc_norm_stderr,none": 0.0303436806571532,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
    },
    "leaderboard_bbh_web_of_lies": {
        "acc_norm,none": 0.516,
        "acc_norm_stderr,none": 0.03166998503010743,
        "alias": "  - leaderboard_bbh_web_of_lies"
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.3875838926174497,
        "acc_norm_stderr,none": 0.014116126306332877,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "acc_norm,none": 0.43434343434343436,
        "acc_norm_stderr,none": 0.035315058793591834,
        "alias": "  - leaderboard_gpqa_diamond"
    },
    "leaderboard_gpqa_extended": {
        "acc_norm,none": 0.3772893772893773,
        "acc_norm_stderr,none": 0.0207626209246006,
        "alias": "  - leaderboard_gpqa_extended"
    },
    "leaderboard_gpqa_main": {
        "acc_norm,none": 0.3794642857142857,
        "acc_norm_stderr,none": 0.022951711861293297,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.5489833641404805,
        "prompt_level_strict_acc_stderr,none": 0.021413072765359822,
        "inst_level_strict_acc,none": 0.6474820143884892,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.5822550831792976,
        "prompt_level_loose_acc_stderr,none": 0.02122341916161409,
        "inst_level_loose_acc,none": 0.6810551558752997,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": " - leaderboard_ifeval"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.23338368580060423,
        "exact_match_stderr,none": 0.01089455892899154,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "exact_match,none": 0.4006514657980456,
        "exact_match_stderr,none": 0.028013177848580824,
        "alias": "  - leaderboard_math_algebra_hard"
    },
    "leaderboard_math_counting_and_prob_hard": {
        "exact_match,none": 0.23577235772357724,
        "exact_match_stderr,none": 0.03843066495214836,
        "alias": "  - leaderboard_math_counting_and_prob_hard"
    },
    "leaderboard_math_geometry_hard": {
        "exact_match,none": 0.06818181818181818,
        "exact_match_stderr,none": 0.022022378945902827,
        "alias": "  - leaderboard_math_geometry_hard"
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "exact_match,none": 0.06785714285714285,
        "exact_match_stderr,none": 0.015056946981473257,
        "alias": "  - leaderboard_math_intermediate_algebra_hard"
    },
    "leaderboard_math_num_theory_hard": {
        "exact_match,none": 0.33116883116883117,
        "exact_match_stderr,none": 0.038048475825209836,
        "alias": "  - leaderboard_math_num_theory_hard"
    },
    "leaderboard_math_prealgebra_hard": {
        "exact_match,none": 0.37305699481865284,
        "exact_match_stderr,none": 0.0349020559204857,
        "alias": "  - leaderboard_math_prealgebra_hard"
    },
    "leaderboard_math_precalculus_hard": {
        "exact_match,none": 0.044444444444444446,
        "exact_match_stderr,none": 0.01780263602032457,
        "alias": "  - leaderboard_math_precalculus_hard"
    },
    "leaderboard_mmlu_pro": {
        "acc,none": 0.5717253989361702,
        "acc_stderr,none": 0.004511324211701516,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.44841269841269843,
        "acc_norm_stderr,none": 0.017758686794062003,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "acc_norm,none": 0.584,
        "acc_norm_stderr,none": 0.031235856237014505,
        "alias": "  - leaderboard_musr_murder_mysteries"
    },
    "leaderboard_musr_object_placements": {
        "acc_norm,none": 0.34765625,
        "acc_norm_stderr,none": 0.029822440677853123,
        "alias": "  - leaderboard_musr_object_placements"
    },
    "leaderboard_musr_team_allocation": {
        "acc_norm,none": 0.416,
        "acc_norm_stderr,none": 0.031235856237014505,
        "alias": "  - leaderboard_musr_team_allocation"
    }
}

Dataset Details

Dataset Description

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• Language(s) (NLP): [More Information Needed]
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Dataset Sources [optional]

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Uses

Direct Use

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Out-of-Scope Use

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Dataset Structure

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Dataset Creation

Curation Rationale

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Source Data

Data Collection and Processing

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Who are the source data producers?

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Annotations [optional]

Annotation process

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Who are the annotators?

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Personal and Sensitive Information

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Bias, Risks, and Limitations

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Recommendations

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

Citation [optional]

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Glossary [optional]

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Dataset Card Authors [optional]

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Dataset Card Contact

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