Spaces:
Running
Running
File size: 3,921 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 |
[
{
"dataset": "cola",
"type": "translation",
"origin_acc": 78.1,
"origin_prompt": "Assess the following sentence and determine if it is grammatically correct. Respond with 'Acceptable' or 'Unacceptable'.",
"atk_acc": 74.0,
"atk_prompt": "When evaluating the grammar of the sentence, classify it as 'acceptable' or 'unacceptable' according to the rules of the French language.",
"transfer_ori_acc": 0.8999999999999999,
"transfer_atk_acc": 16.0
},
{
"dataset": "mrpc",
"type": "translation",
"origin_acc": 83.09,
"origin_prompt": "Evaluate whether the two provided sentences convey the same meaning by answering 'equivalent' or 'not_equivalent'.",
"atk_acc": 79.66,
"atk_prompt": "Using the semantic comparison method, determine whether the following two statements are 'equivalent' or 'not_equivalent'.",
"transfer_ori_acc": 65.19607843137256,
"transfer_atk_acc": 68.38235294117648
},
{
"dataset": "qnli",
"type": "translation",
"origin_acc": 89.3,
"origin_prompt": "Based on the provided context and question, decide if the information supports the answer by responding with 'entailment' or 'not_entailment'.",
"atk_acc": 54.8,
"atk_prompt": "Answer with 'entailment' or 'not_entailment', inferring from the given context.",
"transfer_ori_acc": 32.4,
"transfer_atk_acc": 26.3
},
{
"dataset": "qqp",
"type": "translation",
"origin_acc": 88.1,
"origin_prompt": "Are the following two questions equivalent or not? Answer me with \"equivalent\" or \"not_equivalent\".",
"atk_acc": 77.9,
"atk_prompt": "As a tool for determining equivalence, check sentences and categorize them into 'equivalent' or 'not_equivalent' categories.",
"transfer_ori_acc": 34.8,
"transfer_atk_acc": 33.7
},
{
"dataset": "rte",
"type": "translation",
"origin_acc": 85.2,
"origin_prompt": "Are the following two sentences entailment or not_entailment? Answer me with \"entailment\" or \"not_entailment\", just one word.",
"atk_acc": 79.78,
"atk_prompt": "Rate the similarity of a given sentence and categorize it as 'entailment' or 'not_entailment'.",
"transfer_ori_acc": 49.81949458483754,
"transfer_atk_acc": 25.63176895306859
},
{
"dataset": "sst2",
"type": "translation",
"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": 93.23,
"atk_prompt": "As an emotion analysis tool, determine whether the emotion in the text is 'positive' or 'negative'.",
"transfer_ori_acc": 28.6697247706422,
"transfer_atk_acc": 5.275229357798166
},
{
"dataset": "wnli",
"type": "translation",
"origin_acc": 66.2,
"origin_prompt": "Are the following two sentences entailment or not_entailment? Answer me with \"entailment\" or \"not_entailment\", just one word.",
"atk_acc": 49.3,
"atk_prompt": "Examine the paraphrases of a given sentence and classify them 'entailment' or 'not_entailment'.",
"transfer_ori_acc": 33.80281690140845,
"transfer_atk_acc": 11.267605633802818
},
{
"dataset": "mmlu",
"type": "translation",
"origin_acc": 46.99,
"origin_prompt": "As an expert in {}, respond to the following multiple-choice question by selecting 'A', 'B', 'C', or 'D'.",
"atk_acc": 43.97,
"atk_prompt": "Choose the correct answer for '{}' from 'A', 'B', 'C', or 'D' in the multiple choice problem involving,",
"transfer_ori_acc": 9.042553191489363,
"transfer_atk_acc": 6.560283687943262
}
] |