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[
{
"dataset": "cola",
"type": "task",
"origin_acc": 77.8,
"origin_prompt": "Is the provided sentence grammatically correct? Respond with 'Acceptable' or 'Unacceptable'.",
"atk_acc": 70.3,
"atk_prompt": "Become the brought sentence grammatically correction? Reactions with 'Acceptable' or 'Unacceptable'. ",
"transfer_ori_acc": 6.0,
"transfer_atk_acc": 28.799999999999997
},
{
"dataset": "cola",
"type": "role",
"origin_acc": 75.7,
"origin_prompt": "While performing grammar analysis, classify the grammar of the following sentence as 'acceptable' for correct grammar or 'unacceptable' for incorrect grammar.",
"atk_acc": 70.5,
"atk_prompt": "If performing pronunciation analyzing, classify the grammar of the following condemnation as 'acceptable' for adequate jargon or 'unacceptable' for misspelled dictionary. ",
"transfer_ori_acc": 49.9,
"transfer_atk_acc": 26.900000000000002
},
{
"dataset": "mrpc",
"type": "task",
"origin_acc": 83.09,
"origin_prompt": "Evaluate whether the two provided sentences convey the same meaning by answering 'equivalent' or 'not_equivalent'.",
"atk_acc": 78.92,
"atk_prompt": "Estimation whether the two provided convictions despatch the same meaning by answers 'equivalent' or 'not_equivalent'. ",
"transfer_ori_acc": 65.19607843137256,
"transfer_atk_acc": 71.32352941176471
},
{
"dataset": "mrpc",
"type": "role",
"origin_acc": 80.15,
"origin_prompt": "In the role of a sentence comparison analyst, assess the provided sentences and indicate if they convey the same meaning by selecting 'equivalent' or 'not_equivalent'.",
"atk_acc": 75.25,
"atk_prompt": "In the role of a sentence likened psychoanalyst, assess the awarded sentences and indicate if they convey the same feeling by selecting 'equivalent' or 'not_equivalent'. ",
"transfer_ori_acc": 68.87254901960785,
"transfer_atk_acc": 60.049019607843135
},
{
"dataset": "qnli",
"type": "task",
"origin_acc": 88.8,
"origin_prompt": "Evaluate whether the given context supports the answer to the question by responding with 'entailment' or 'not_entailment'.",
"atk_acc": 36.0,
"atk_prompt": "Valuing whether the bestowed framework perpetuates the responded to the tura by retaliated with 'entailment' or 'not_entailment'. ",
"transfer_ori_acc": 18.0,
"transfer_atk_acc": 10.8
},
{
"dataset": "qnli",
"type": "role",
"origin_acc": 88.8,
"origin_prompt": "In the capacity of a language evaluator, examine if the given context justifies the answer to the question and indicate your assessment with 'entailment' or 'not_entailment'.",
"atk_acc": 29.8,
"atk_prompt": "Of the jurisdictional of a phraseology evaluator, exams if the handed regard vindicated the solution to the matter and clarified your examinations with 'entailment' or 'not_entailment'. ",
"transfer_ori_acc": 34.4,
"transfer_atk_acc": 8.0
},
{
"dataset": "qqp",
"type": "task",
"origin_acc": 88.1,
"origin_prompt": "textfooler",
"atk_acc": 70.9,
"atk_prompt": "Become the farther two subjects equivalent or not? Retaliated me with \"equivalent\" or \"not_equivalent\". ",
"transfer_ori_acc": 48.3,
"transfer_atk_acc": 35.0
},
{
"dataset": "qqp",
"type": "role",
"origin_acc": 86.5,
"origin_prompt": "As an instrument for question comparison evaluation, consider the questions and determine if their meaning is the same, responding with 'equivalent' for similar questions or 'not_equivalent' for different questions.",
"atk_acc": 63.4,
"atk_prompt": "As an tool for topic relation valuing, look the theme and identify if their connotation is the same, retaliated with 'equivalent' for similar question or 'not_equivalent' for other trouble. ",
"transfer_ori_acc": 35.3,
"transfer_atk_acc": 32.2
},
{
"dataset": "rte",
"type": "task",
"origin_acc": 84.84,
"origin_prompt": "Identify whether the given pair of sentences demonstrates entailment or not_entailment. Answer with 'entailment' or 'not_entailment'.",
"atk_acc": 80.51,
"atk_prompt": "Defined whether the made peers of sentences showings entailment or not_entailment. Reaction with 'entailment' or 'not_entailment'. ",
"transfer_ori_acc": 7.2202166064981945,
"transfer_atk_acc": 43.32129963898917
},
{
"dataset": "rte",
"type": "role",
"origin_acc": 84.12,
"origin_prompt": "Acting as an entailment detection instrument, determine if the given pair of sentences demonstrates entailment or not_entailment. Answer with 'entailment' or 'not_entailment'.",
"atk_acc": 79.78,
"atk_prompt": "Acting as an entailment detects instrument, defined if the given torque of sentences showcases entailment or not_entailment. Replies with 'entailment' or 'not_entailment'. ",
"transfer_ori_acc": 4.332129963898916,
"transfer_atk_acc": 45.48736462093863
},
{
"dataset": "sst2",
"type": "task",
"origin_acc": 94.95,
"origin_prompt": "Analyze the tone of this statement and respond with either 'positive' or 'negative'.",
"atk_acc": 94.27,
"atk_prompt": "Explore the tone of this affirmations and react with either 'positive' or 'negative'. ",
"transfer_ori_acc": 12.5,
"transfer_atk_acc": 1.0321100917431194
},
{
"dataset": "sst2",
"type": "role",
"origin_acc": 95.53,
"origin_prompt": "In the role of a sentiment analysis tool, respond with 'positive' or 'negative' to classify this statement.",
"atk_acc": 94.04,
"atk_prompt": "In the role of a emotions exploring toolbox, respond with 'positive' or 'negative' to sorted this affirmations. ",
"transfer_ori_acc": 28.6697247706422,
"transfer_atk_acc": 1.834862385321101
},
{
"dataset": "wnli",
"type": "task",
"origin_acc": 64.79,
"origin_prompt": "Assess the connection between the following sentences and classify it as 'entailment' or 'not_entailment'.",
"atk_acc": 54.93,
"atk_prompt": "Assess the connecting between the subsequent phrases and classify it as 'entailment' or 'not_entailment'. ",
"transfer_ori_acc": 19.718309859154928,
"transfer_atk_acc": 18.30985915492958
},
{
"dataset": "wnli",
"type": "role",
"origin_acc": 66.2,
"origin_prompt": "Functioning as an entailment evaluation tool, analyze the provided sentences and decide if their relationship is 'entailment' or 'not_entailment'.",
"atk_acc": 56.34,
"atk_prompt": "Functioning as an entailment evaluation tool, analyze the afforded sentences and chosen if their liaise is 'entailment' or 'not_entailment'. ",
"transfer_ori_acc": 9.859154929577464,
"transfer_atk_acc": 30.985915492957744
},
{
"dataset": "mmlu",
"type": "task",
"origin_acc": 46.45,
"origin_prompt": "For each multiple-choice question about {}, identify the correct answer by selecting 'A', 'B', 'C', or 'D'.",
"atk_acc": 37.41,
"atk_prompt": "About each multiple-choice question about {}, find the rectify rebuttal by choices 'A', 'B', 'C', or 'D'. ",
"transfer_ori_acc": 6.560283687943262,
"transfer_atk_acc": 7.446808510638298
},
{
"dataset": "mmlu",
"type": "role",
"origin_acc": 46.99,
"origin_prompt": "Considering your familiarity with {}, attend to the following multiple-choice question by picking 'A', 'B', 'C', or 'D'.",
"atk_acc": 43.44,
"atk_prompt": "Explored your familiarity with {}, participate to the next multiple-choice issues by pickup 'A', 'B', 'C', or 'D'.",
"transfer_ori_acc": 8.156028368794328,
"transfer_atk_acc": 6.382978723404255
}
] |