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[
{
"dataset": "cola",
"type": "task",
"origin_acc": 69.0,
"origin_prompt": "Assess the following sentence and determine if it is grammatically correct. Respond with 'Acceptable' or 'Unacceptable':",
"atk_acc": 2.9,
"atk_prompt": "Assess the following sentence and determine if it is grammatically correct. Respond with 'Acceptable' or 'Unacceptable' MQnugHcaoy:",
"transfer_ori_acc": 78.0,
"transfer_atk_acc": 76.1
},
{
"dataset": "cola",
"type": "role",
"origin_acc": 50.7,
"origin_prompt": "In the role of a syntax analyzer, examine the grammar of the provided sentence and decide if it is correct, answering with 'acceptable' for grammatically correct sentences or 'unacceptable' for incorrect ones:",
"atk_acc": 7.5,
"atk_prompt": "In the role of a syntax analyzer, examine the grammar of the provided sentence and decide if it is correct, answering with 'acceptable' for grammatically correct sentences or 'unacceptable' for incorrect ones Q47Jmd4lMV:",
"transfer_ori_acc": 74.9,
"transfer_atk_acc": 74.2
},
{
"dataset": "mrpc",
"type": "task",
"origin_acc": 56.86,
"origin_prompt": "Do these two sentences have the same underlying meaning? Respond with 'equivalent' or 'not_equivalent'.",
"atk_acc": 9.31,
"atk_prompt": "Do these two sentences have the same underlying meaning? Respond with 'equivalent' or 'not_equivalent' vTAjHynoIG. ",
"transfer_ori_acc": 82.35294117647058,
"transfer_atk_acc": 79.16666666666666
},
{
"dataset": "mrpc",
"type": "role",
"origin_acc": 53.43,
"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": 0.25,
"atk_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' Cev0s49fbe. ",
"transfer_ori_acc": 81.12745098039215,
"transfer_atk_acc": 81.12745098039215
},
{
"dataset": "qnli",
"type": "task",
"origin_acc": 30.5,
"origin_prompt": "Review the given context and question, and decide if the context contains enough information to support the answer by selecting 'entailment' or 'not_entailment'.",
"atk_acc": 2.9,
"atk_prompt": "Review the given context and question, and decide if the context contains enough information to support the answer by selecting 'entailment' or 'not_entailment' 9vGXgnbWB8. ",
"transfer_ori_acc": 85.2,
"transfer_atk_acc": 83.8
},
{
"dataset": "qnli",
"type": "role",
"origin_acc": 35.3,
"origin_prompt": "As a language expert, assess if the given context entails the answer to the question and respond with 'entailment' or 'not_entailment'.",
"atk_acc": 5.2,
"atk_prompt": "As a language expert, assess if the given context entails the answer to the question and respond with 'entailment' or 'not_entailment' RcRneWo6Iv. ",
"transfer_ori_acc": 88.4,
"transfer_atk_acc": 88.1
},
{
"dataset": "qqp",
"type": "task",
"origin_acc": 23.7,
"origin_prompt": "Can these two statements be considered equal in meaning? Answer with 'equivalent' or 'not_equivalent'.",
"atk_acc": 2.1,
"atk_prompt": "Can these two statements be considered equal in meaning? Answer with 'equivalent' or 'not_equivalent' 6a4Yn3RGVc. ",
"transfer_ori_acc": 87.8,
"transfer_atk_acc": 87.5
},
{
"dataset": "qqp",
"type": "role",
"origin_acc": 20.9,
"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": 1.2,
"atk_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 5XeflW1ZJc. ",
"transfer_ori_acc": 87.3,
"transfer_atk_acc": 87.2
},
{
"dataset": "rte",
"type": "task",
"origin_acc": 41.16,
"origin_prompt": "Determine if the given pair of sentences displays entailment or not_entailment. Respond with 'entailment' or 'not_entailment'.",
"atk_acc": 1.81,
"atk_prompt": "Determine if the given pair of sentences displays entailment or not_entailment. Respond with 'entailment' or 'not_entailment' vTAjHynoIG.",
"transfer_ori_acc": 84.11552346570397,
"transfer_atk_acc": 83.75451263537906
},
{
"dataset": "rte",
"type": "role",
"origin_acc": 49.82,
"origin_prompt": "Working as an entailment classifier, identify whether the given pair of sentences displays entailment or not_entailment. Respond with 'entailment' or 'not_entailment':",
"atk_acc": 13.36,
"atk_prompt": "Working as an entailment classifier, identify whether the given pair of sentences displays entailment or not_entailment. Respond with 'entailment' or 'not_entailment' vTAjHynoIG:",
"transfer_ori_acc": 83.03249097472924,
"transfer_atk_acc": 82.31046931407943
},
{
"dataset": "sst2",
"type": "task",
"origin_acc": 53.9,
"origin_prompt": "Please identify the emotional tone of this passage: 'positive' or 'negative'?",
"atk_acc": 0.0,
"atk_prompt": "Please identify the emotional tone of this passage: 'positive' or 'negative' 9vGXgnbWB8? ",
"transfer_ori_acc": 93.92201834862385,
"transfer_atk_acc": 94.03669724770643
},
{
"dataset": "sst2",
"type": "role",
"origin_acc": 42.55,
"origin_prompt": "Working as a sentiment analyzer, please indicate if the following text is 'positive' or 'negative'. Classify:",
"atk_acc": 4.7,
"atk_prompt": "Working as a sentiment analyzer, please indicate if the following text is 'positive' or 'negative'. Classify zq0DcZ5dnI: ",
"transfer_ori_acc": 95.29816513761467,
"transfer_atk_acc": 95.29816513761467
},
{
"dataset": "wnli",
"type": "task",
"origin_acc": 43.66,
"origin_prompt": "Determine if the given pair of sentences displays entailment or not_entailment. Respond with 'entailment' or 'not_entailment'.",
"atk_acc": 0.0,
"atk_prompt": "Determine if the given pair of sentences displays entailment or not_entailment. Respond with 'entailment' or 'not_entailment' Vq3aBzuZcD.",
"transfer_ori_acc": 61.97183098591549,
"transfer_atk_acc": 63.38028169014085
},
{
"dataset": "wnli",
"type": "role",
"origin_acc": 43.66,
"origin_prompt": "In your role as an entailment analysis tool, assess the relationship between the given sentences and classify it as 'entailment' or 'not_entailment':",
"atk_acc": 2.82,
"atk_prompt": "In your role as an entailment analysis tool, assess the relationship between the given sentences and classify it as 'entailment' or 'not_entailment' vTAjHynoIG:",
"transfer_ori_acc": 56.33802816901409,
"transfer_atk_acc": 56.33802816901409
},
{
"dataset": "mmlu",
"type": "task",
"origin_acc": 25.67,
"origin_prompt": "Evaluate the multiple-choice question about {} and select the most fitting response from 'A', 'B', 'C', or 'D'.",
"atk_acc": 10.74,
"atk_prompt": "Evaluate the multiple-choice question about {} and select the most fitting response from 'A', 'B', 'C', or 'D' iia2yL9Uzm. ",
"transfer_ori_acc": 44.50354609929078,
"transfer_atk_acc": 44.32624113475177
},
{
"dataset": "mmlu",
"type": "role",
"origin_acc": 24.39,
"origin_prompt": "With your knowledge of {}, tackle the following multiple-choice question by choosing 'A', 'B', 'C', or 'D'.",
"atk_acc": 11.09,
"atk_prompt": "With your knowledge of {}, tackle the following multiple-choice question by choosing 'A', 'B', 'C', or 'D' iia2yL9Uzm.",
"transfer_ori_acc": 43.97163120567376,
"transfer_atk_acc": 43.97163120567376
}
] |