Spaces:
Runtime error
Runtime error
File size: 12,245 Bytes
683d0f6 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 |
[
{
"dataset": "cola",
"type": "task",
"origin_acc": 79.0,
"origin_prompt": "Review the sentence below and identify whether its grammar is 'Acceptable' or 'Unacceptable':",
"atk_acc": 74.5,
"atk_prompt": "Review the sentece below and identify whether its grammar is 'Acceptable' or 'Unacceptable':",
"transfer_ori_acc": 76.5,
"transfer_atk_acc": 73.4
},
{
"dataset": "cola",
"type": "role",
"origin_acc": 79.5,
"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": 0.0,
"atk_prompt": "nhile performing grammr analysis, classify the rgammar of the fllowing sentenZe as 'acceptable' for corFect Xrammar or 'unacceptable' for incorrect gramUar:",
"transfer_ori_acc": 75.5,
"transfer_atk_acc": 72.5
},
{
"dataset": "mrpc",
"type": "task",
"origin_acc": 74.0,
"origin_prompt": "Evaluate whether the two provided sentences convey the same meaning by answering 'equivalent' or 'not_equivalent'.",
"atk_acc": 70.0,
"atk_prompt": "Evaluate whether the two provRided sentnces convey the same meaning by answering 'equivalent' or 'not_equivalent'. ",
"transfer_ori_acc": 81.86274509803921,
"transfer_atk_acc": 78.43137254901961
},
{
"dataset": "mrpc",
"type": "role",
"origin_acc": 76.0,
"origin_prompt": "In your capacity as a semantic assessment tool, evaluate the provided sentences and classify their meanings as 'equivalent' or 'not_equivalent'.",
"atk_acc": 53.0,
"atk_prompt": "nI your capacity as a sematnic asseJssment tol, evaluate the prvoided senRtences and classify their meainngs as 'equivalent' or 'not_equivalent'. ",
"transfer_ori_acc": 76.47058823529412,
"transfer_atk_acc": 78.67647058823529
},
{
"dataset": "qnli",
"type": "task",
"origin_acc": 78.0,
"origin_prompt": "Evaluate whether the given context supports the answer to the question by responding with 'entailment' or 'not_entailment'.",
"atk_acc": 50.0,
"atk_prompt": "Exaluate whetxher the iven contet Supports the anwser to the queston by respEonding with 'entailment' or 'not_entailment'. ",
"transfer_ori_acc": 90.4,
"transfer_atk_acc": 50.1
},
{
"dataset": "qnli",
"type": "role",
"origin_acc": 79.5,
"origin_prompt": "As a textual inference expert, analyze if the answer to the question can be deduced from the provided context and select 'entailment' or 'not_entailment'.",
"atk_acc": 19.5,
"atk_prompt": "As a textula inference expert, aInalyze if the answer to the question can be deducud from the provided context and Melect 'entailment' or 'not_entailment'. ",
"transfer_ori_acc": 78.10000000000001,
"transfer_atk_acc": 81.6
},
{
"dataset": "qqp",
"type": "task",
"origin_acc": 82.0,
"origin_prompt": "Assess whether the following statements are identical in meaning by answering 'equivalent' or 'not_equivalent'.",
"atk_acc": 45.0,
"atk_prompt": "Assess whethdr the followng sLtatements are identocal in meuaning by answerinJ 'equivalent' or 'not_equivalent'. ",
"transfer_ori_acc": 87.6,
"transfer_atk_acc": 85.0
},
{
"dataset": "qqp",
"type": "role",
"origin_acc": 82.5,
"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": 79.5,
"atk_prompt": "Ao 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. ",
"transfer_ori_acc": 87.3,
"transfer_atk_acc": 86.9
},
{
"dataset": "rte",
"type": "task",
"origin_acc": 83.5,
"origin_prompt": "Are the following two sentences entailment or not_entailment? Answer me with \"entailment\" or \"not_entailment\", just one word.",
"atk_acc": 79.0,
"atk_prompt": "ArYe the folowing two sentenes entailment or not_entailment? Answer me with \"entailment\" or \"not_entailment\", just one word. ",
"transfer_ori_acc": 88.08664259927798,
"transfer_atk_acc": 83.39350180505414
},
{
"dataset": "rte",
"type": "role",
"origin_acc": 80.5,
"origin_prompt": "As an instrument for entailment evaluation, consider the two sentences and determine if their relationship is 'entailment' or 'not_entailment'. Respond with 'entailment' or 'not_entailment':",
"atk_acc": 78.5,
"atk_prompt": "IAs an instrument for entailment evaluatioRn, consider the otwo sentences and determine if their relationship is 'entailment' or 'not_entailment'. Respond with 'entailment' or 'not_entailment':",
"transfer_ori_acc": 85.5595667870036,
"transfer_atk_acc": 85.92057761732852
},
{
"dataset": "sst2",
"type": "task",
"origin_acc": 93.0,
"origin_prompt": "Determine the overall sentiment of this sentence, categorizing it as 'positive' or 'negative':",
"atk_acc": 88.5,
"atk_prompt": "Deetrmine the overall sentLment of this sentence, categorizing it as 'positive' or 'negative': ",
"transfer_ori_acc": 94.26605504587155,
"transfer_atk_acc": 94.72477064220183
},
{
"dataset": "sst2",
"type": "role",
"origin_acc": 93.0,
"origin_prompt": "Functioning as a sentiment identification tool, assess if the following expression is 'positive' or 'negative'. Classify:",
"atk_acc": 85.0,
"atk_prompt": "uFnctioning as a sentmient identification tool, assess if the folGowing expression is 'positive' or 'negative'. Classify: ",
"transfer_ori_acc": 94.83944954128441,
"transfer_atk_acc": 93.34862385321101
},
{
"dataset": "wnli",
"type": "task",
"origin_acc": 66.2,
"origin_prompt": "Examine the pair of sentences and determine if they exhibit entailment or not_entailment. Answer with either 'entailment' or 'not_entailment'.",
"atk_acc": 53.52,
"atk_prompt": "Examine the Bair of snetences and determine if they exhibit entailment or not_entailment. Ancwer with eMther 'entailment' or 'not_entailment'.",
"transfer_ori_acc": 61.97183098591549,
"transfer_atk_acc": 63.38028169014085
},
{
"dataset": "wnli",
"type": "role",
"origin_acc": 63.38,
"origin_prompt": "In the role of a semantic relationship analyzer, examine the connection between the given sentences and decide if they exhibit entailment or not_entailment. Answer with 'entailment' or 'not_entailment':",
"atk_acc": 53.52,
"atk_prompt": "IQn the role of a semantic relationship analyzer, eamine the connection between the given sentences and decide if they exhbit entailment or not_entailment. Answer with 'entailment' or 'not_entailment':",
"transfer_ori_acc": 54.929577464788736,
"transfer_atk_acc": 54.929577464788736
},
{
"dataset": "mmlu",
"type": "task",
"origin_acc": 62.5,
"origin_prompt": "Regarding the following multiple-choice question on {}, pick the correct answer from the options 'A', 'B', 'C', or 'D'.",
"atk_acc": 60.0,
"atk_prompt": "Regarding the following multiple-choice question on {}, pick the correct answeWr from the options 'A', 'B', 'C', or 'D'. ",
"transfer_ori_acc": 44.32624113475177,
"transfer_atk_acc": 44.680851063829785
},
{
"dataset": "mmlu",
"type": "role",
"origin_acc": 62.5,
"origin_prompt": "With your knowledge of {}, tackle the following multiple-choice question by choosing 'A', 'B', 'C', or 'D'.",
"atk_acc": 59.0,
"atk_prompt": "With your knowledge of {}, tackle the follQwing multiple-choice question by choosing 'A', 'B', 'C', or 'D'.",
"transfer_ori_acc": 43.97163120567376,
"transfer_atk_acc": 43.08510638297872
},
{
"dataset": "squad_v2",
"type": "task",
"origin_acc": 71.87,
"origin_prompt": "Discover the best answer based on the context. If the context doesn't include an answer, respond with 'unanswerable'.",
"atk_acc": 56.61,
"atk_prompt": "DiscoveMr the best answr bassd on the Rontext. Iof the cnotext doesn't include an answer, resCpond with 'unanswerable'.",
"transfer_ori_acc": 87.54992770387507,
"transfer_atk_acc": 87.08932164326902
},
{
"dataset": "squad_v2",
"type": "role",
"origin_acc": 64.5,
"origin_prompt": "As an expert with a deep understanding of the context, find the best answer. If the context doesn't include an answer, say 'unanswerable'.",
"atk_acc": 36.52,
"atk_prompt": "zs an exprt with a deep understanding of the context, find the best answr. If the context doesn't include an anCswer, asy 'unanswerable'.",
"transfer_ori_acc": 88.04992770387507,
"transfer_atk_acc": 87.08932164326902
},
{
"dataset": "iwslt",
"type": "task",
"origin_acc": 0.22,
"origin_prompt": "Translate the provided sentence from {} to {} while maintaining the original meaning and context:",
"atk_acc": 0.21,
"atk_prompt": "Translate the provideMd sentence from {} to {} while mainOaining the original meaning and context:",
"transfer_ori_acc": 0.12847010019593297,
"transfer_atk_acc": 0.13470031324495513
},
{
"dataset": "iwslt",
"type": "role",
"origin_acc": 0.22,
"origin_prompt": "In the capacity of a proficient translator, please change the following sentence from {} to {}:",
"atk_acc": 0.21,
"atk_prompt": "In the capacity of a proficient tanslator, plnase change the following senlence from {} to {}: ",
"transfer_ori_acc": 0.13904950536673938,
"transfer_atk_acc": 0.1211819424209054
},
{
"dataset": "un_multi",
"type": "task",
"origin_acc": 0.34,
"origin_prompt": "Translate the following text from the source language {} to the target language {}:",
"atk_acc": 0.33,
"atk_prompt": "Translate the following text from the source language {} to the Ptarget langugae {}:",
"transfer_ori_acc": 0.2655722295717415,
"transfer_atk_acc": 0.24955021119352877
},
{
"dataset": "un_multi",
"type": "role",
"origin_acc": 0.34,
"origin_prompt": "In the role of a language expert, perform a machine translation for the provided sentence, changing it from {} to {}:",
"atk_acc": 0.32,
"atk_prompt": "In the role of a language expert, pErform a macRhine yranslation for the provided sentence, cZanging it from {} to {}: ",
"transfer_ori_acc": 0.26923226069781947,
"transfer_atk_acc": 0.2529020268653232
},
{
"dataset": "math",
"type": "task",
"origin_acc": 6.88,
"origin_prompt": "Resolve the following mathematical question associated with {}:",
"atk_acc": 5.62,
"atk_prompt": "Resolve the following mathematical quXestion assocated with {}:",
"transfer_ori_acc": 9.375,
"transfer_atk_acc": 11.875
},
{
"dataset": "math",
"type": "role",
"origin_acc": 5.0,
"origin_prompt": "Embodying a mathematics advisor, find the answer to the following math problem with {}:",
"atk_acc": 2.5,
"atk_prompt": "Embodying a mathematics advisor, ind the anwer to the fpollowing math problem with {}: ",
"transfer_ori_acc": 11.25,
"transfer_atk_acc": 12.5
}
] |