Spaces:
Runtime error
Runtime error
File size: 11,812 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": 86.1,
"origin_prompt": "Is the provided sentence grammatically correct? Respond with 'Acceptable' or 'Unacceptable':",
"atk_acc": 30.9,
"atk_prompt": "Is the brought chastisement grammatically appropriate? Retaliated with 'Acceptable' or 'Unacceptable':",
"transfer_ori_acc": 70.89999999999999,
"transfer_atk_acc": 31.900000000000002
},
{
"dataset": "cola",
"type": "role",
"origin_acc": 86.2,
"origin_prompt": "As an instrument for grammar evaluation, consider the sentence and determine if its grammar is correct, responding with 'acceptable' for correct grammar or 'unacceptable' for incorrect grammar:",
"atk_acc": 33.1,
"atk_prompt": "As an instrument for grammar appraisals, considerations the convicting and determine if its verbs is correct, responding with 'acceptable' for proper grammar or 'unacceptable' for misspelled vocabulary:",
"transfer_ori_acc": 76.3,
"transfer_atk_acc": 72.89999999999999
},
{
"dataset": "mrpc",
"type": "task",
"origin_acc": 86.76,
"origin_prompt": "Please analyze the provided sentences and indicate if their meanings are the same by choosing 'equivalent' or 'not_equivalent'.",
"atk_acc": 75.98,
"atk_prompt": "Asks analysis the conferred priors and specified if their meanings are the same by selecting 'equivalent' or 'not_equivalent'. ",
"transfer_ori_acc": 81.12745098039215,
"transfer_atk_acc": 81.12745098039215
},
{
"dataset": "mrpc",
"type": "role",
"origin_acc": 87.99,
"origin_prompt": "In your capacity as a language analyst, assess the following sentences and classify their similarity as 'equivalent' or 'not_equivalent'.",
"atk_acc": 76.23,
"atk_prompt": "At your power as a language psych, assess the later judgements and categories their metaphor as 'equivalent' or 'not_equivalent'. ",
"transfer_ori_acc": 78.18627450980392,
"transfer_atk_acc": 78.43137254901961
},
{
"dataset": "qnli",
"type": "task",
"origin_acc": 94.1,
"origin_prompt": "Based on the information in the context, decide if the answer to the question is justified by choosing 'entailment' or 'not_entailment'.",
"atk_acc": 67.1,
"atk_prompt": "Baseline on the detail in the framework, chosen if the answers to the topic is motivated by selector 'entailment' or 'not_entailment'. ",
"transfer_ori_acc": 89.4,
"transfer_atk_acc": 80.30000000000001
},
{
"dataset": "qnli",
"type": "role",
"origin_acc": 94.2,
"origin_prompt": "As a semantic researcher, evaluate whether the provided context supports the answer to the question and choose 'entailment' or 'not_entailment'.",
"atk_acc": 52.7,
"atk_prompt": "Iike a semantic savant, determine whether the provided framework encourages the rebuttal to the topics and option 'entailment' or 'not_entailment'. ",
"transfer_ori_acc": 89.1,
"transfer_atk_acc": 87.7
},
{
"dataset": "qqp",
"type": "task",
"origin_acc": 88.3,
"origin_prompt": "Do these two sentences convey the same meaning? Indicate with 'equivalent' or 'not_equivalent'.",
"atk_acc": 77.6,
"atk_prompt": "Doing these two condemning communicate the same feeling? Stating with 'equivalent' or 'not_equivalent'. ",
"transfer_ori_acc": 87.5,
"transfer_atk_acc": 83.1
},
{
"dataset": "qqp",
"type": "role",
"origin_acc": 88.5,
"origin_prompt": "As a tool for determining question equivalence, review the questions and categorize their similarity as either 'equivalent' or 'not_equivalent'.",
"atk_acc": 83.4,
"atk_prompt": "As a utility for definition questions equivalence, revising the question and ranks their metaphor as either 'equivalent' or 'not_equivalent'. ",
"transfer_ori_acc": 86.5,
"transfer_atk_acc": 85.6
},
{
"dataset": "rte",
"type": "task",
"origin_acc": 94.22,
"origin_prompt": "Are the following two sentences entailment or not_entailment? Answer me with \"entailment\" or \"not_entailment\", just one word.",
"atk_acc": 91.34,
"atk_prompt": "Represented the aftermath two phrases entailment or not_entailment? Address me with \"entailment\" or \"not_entailment\", just one verb. ",
"transfer_ori_acc": 88.08664259927798,
"transfer_atk_acc": 83.39350180505414
},
{
"dataset": "rte",
"type": "role",
"origin_acc": 93.86,
"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": 90.61,
"atk_prompt": "At your role as an entailment analysis tool, assess the affairs between the given condemnation and classify it as 'entailment' or 'not_entailment':",
"transfer_ori_acc": 84.47653429602889,
"transfer_atk_acc": 83.39350180505414
},
{
"dataset": "sst2",
"type": "task",
"origin_acc": 96.33,
"origin_prompt": "Review this statement and decide whether it has a 'positive' or 'negative' sentiment:",
"atk_acc": 94.72,
"atk_prompt": "Considering this speech and decide whether it has a 'positive' or 'negative' foreboding: ",
"transfer_ori_acc": 95.06880733944955,
"transfer_atk_acc": 94.26605504587155
},
{
"dataset": "sst2",
"type": "role",
"origin_acc": 96.33,
"origin_prompt": "As a sentiment classifier, determine whether the following text is 'positive' or 'negative'. Please classify:",
"atk_acc": 92.89,
"atk_prompt": "As a emotion classifier, detects whether the suite texts is 'positive' or 'negative'. Prayers classify: ",
"transfer_ori_acc": 94.4954128440367,
"transfer_atk_acc": 93.57798165137615
},
{
"dataset": "wnli",
"type": "task",
"origin_acc": 80.28,
"origin_prompt": "Assess the connection between the following sentences and classify it as 'entailment' or 'not_entailment'.",
"atk_acc": 67.61,
"atk_prompt": "Assess the connections between the afterward punishment and classifies it as 'entailment' or 'not_entailment'.",
"transfer_ori_acc": 61.97183098591549,
"transfer_atk_acc": 61.97183098591549
},
{
"dataset": "wnli",
"type": "role",
"origin_acc": 78.87,
"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": 71.83,
"atk_prompt": "In your role as an entailment analysis tool, assess the coitus between the given sentencing and classify it as 'entailment' or 'not_entailment':",
"transfer_ori_acc": 56.33802816901409,
"transfer_atk_acc": 59.154929577464785
},
{
"dataset": "mmlu",
"type": "task",
"origin_acc": 52.84,
"origin_prompt": "Evaluate the multiple-choice question about {} and select the most fitting response from 'A', 'B', 'C', or 'D'.",
"atk_acc": 32.09,
"atk_prompt": "Evaluation the multiple-choice topic about {} and select the most splice rebuttal from 'A', 'B', 'C', or 'D'. ",
"transfer_ori_acc": 44.50354609929078,
"transfer_atk_acc": 41.843971631205676
},
{
"dataset": "mmlu",
"type": "role",
"origin_acc": 53.19,
"origin_prompt": "As a knowledgeable individual in {}, provide your response to the multiple-choice question by choosing 'A', 'B', 'C', or 'D'.",
"atk_acc": 39.36,
"atk_prompt": "As a knowledgeable everybody in {}, prescribes your rebuttal to the multiple-choice item by chooses 'A', 'B', 'C', or 'D'.",
"transfer_ori_acc": 44.50354609929078,
"transfer_atk_acc": 42.730496453900706
},
{
"dataset": "squad_v2",
"type": "task",
"origin_acc": 89.99,
"origin_prompt": "Find the correct answer in the context provided. If an answer cannot be found, please respond with 'unanswerable'.",
"atk_acc": 46.83,
"atk_prompt": "Find the correct rebuttal in the context offer. Until an answering cannot be found, please respond with 'unanswerable'.",
"transfer_ori_acc": 87.54992770387507,
"transfer_atk_acc": 86.58932164326902
},
{
"dataset": "squad_v2",
"type": "role",
"origin_acc": 89.88,
"origin_prompt": "As a proficient expert in the given context, search for the most relevant answer. If the answer cannot be found, respond by saying 'unanswerable'.",
"atk_acc": 44.5,
"atk_prompt": "As a clever whiz in the offered context, find for the most corresponding rebuttal. If the answer cannot exist discovering, answer by claim 'unanswerable'.",
"transfer_ori_acc": 88.18023073417811,
"transfer_atk_acc": 87.31659437054175
},
{
"dataset": "iwslt",
"type": "task",
"origin_acc": 0.18,
"origin_prompt": "In the role of a language expert, perform a machine translation for the provided sentence, changing it from {} to {}:",
"atk_acc": 0.14,
"atk_prompt": "In the feature of a language expert, perform a typewriters converts for the provided pity, changing it from {} to {}: ",
"transfer_ori_acc": 0.14386835828767333,
"transfer_atk_acc": 0.1043261414423813
},
{
"dataset": "iwslt",
"type": "role",
"origin_acc": 0,
"origin_prompt": "",
"atk_acc": 100,
"atk_prompt": "",
"transfer_ori_acc": 0.03223192659122938,
"transfer_atk_acc": 0.03223192659122938
},
{
"dataset": "un_multi",
"type": "task",
"origin_acc": 0.32,
"origin_prompt": "Translate the provided sentence from {} to {} while maintaining the original meaning and context:",
"atk_acc": 0.25,
"atk_prompt": "Translate the provided sentence from {} to {} while protections the original signify and background:",
"transfer_ori_acc": 0.2678951646057538,
"transfer_atk_acc": 0.23906375713121092
},
{
"dataset": "un_multi",
"type": "role",
"origin_acc": 0.31,
"origin_prompt": "In the capacity of a proficient translator, please change the following sentence from {} to {}:",
"atk_acc": 0.26,
"atk_prompt": "Towards the skills of a proficient performers, please evolving the following denounces from {} to {}: ",
"transfer_ori_acc": 0.26592302056033257,
"transfer_atk_acc": 0.23053164042025812
},
{
"dataset": "math",
"type": "task",
"origin_acc": 14.37,
"origin_prompt": "Determine the solution to this mathematical problem related to {}:",
"atk_acc": 0.62,
"atk_prompt": "Determine the address to this arithmetic issuing links to {}:",
"transfer_ori_acc": 10.625,
"transfer_atk_acc": 2.5
},
{
"dataset": "math",
"type": "role",
"origin_acc": 15.0,
"origin_prompt": "As a mathematics instructor, calculate the answer to the following problem related to {}:",
"atk_acc": 0.62,
"atk_prompt": "As a algebra schoolteacher, calculate the address to the following question linking to {}: ",
"transfer_ori_acc": 11.875,
"transfer_atk_acc": 2.5
}
] |