Spaces:
Runtime error
Runtime error
File size: 4,187 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": 79.5,
"origin_prompt": "Functioning as a grammar evaluation tool, analyze the given sentence and decide if it is grammatically correct, responding with 'acceptable' or 'unacceptable':",
"atk_acc": 25.0,
"atk_prompt": "Classify the grammar of a given sentence into two categories, 'acceptable' or 'unacceptable', and judge its accuracy.",
"transfer_ori_acc": 57.099999999999994,
"transfer_atk_acc": 31.5
},
{
"dataset": "mrpc",
"type": "translation",
"origin_acc": 76.5,
"origin_prompt": "Can the given sentences be considered semantically identical? Please reply with 'equivalent' or 'not_equivalent'.",
"atk_acc": 7.0,
"atk_prompt": "As an expert in semantic comparison, assess the similarity between the following two sentences and determine whether they are 'equivalent' or 'not_equivalent'.",
"transfer_ori_acc": 53.431372549019606,
"transfer_atk_acc": 26.225490196078432
},
{
"dataset": "qnli",
"type": "translation",
"origin_acc": 79.5,
"origin_prompt": "Assess if the answer to the question can be logically concluded from the provided context by choosing 'entailment' or 'not_entailment'.",
"atk_acc": 56.5,
"atk_prompt": "Check the text link to the question and answer 'entailment' or 'not_entailment', depending on your language skills.",
"transfer_ori_acc": 19.7,
"transfer_atk_acc": 5.2
},
{
"dataset": "qqp",
"type": "translation",
"origin_acc": 84.0,
"origin_prompt": "Determine if the given pair of statements can be considered the same by responding with 'equivalent' or 'not_equivalent'.",
"atk_acc": 3.0,
"atk_prompt": "As a tool for determining the equivalence of problems, the problems are examined and their similarity is classified as 'equivalent' or 'not_equivalent'.",
"transfer_ori_acc": 13.5,
"transfer_atk_acc": 2.3
},
{
"dataset": "rte",
"type": "translation",
"origin_acc": 84.0,
"origin_prompt": "Determine if the given pair of sentences displays entailment or not_entailment. Respond with 'entailment' or 'not_entailment'.",
"atk_acc": 39.0,
"atk_prompt": "Determine whether the given sentences have a cause-effect relationship as an engagement analysis tool and categorize them as 'entailment' or 'not_entailment'.",
"transfer_ori_acc": 41.15523465703971,
"transfer_atk_acc": 22.382671480144403
},
{
"dataset": "sst2",
"type": "translation",
"origin_acc": 96.0,
"origin_prompt": "Read the provided excerpt and choose between 'positive' and 'negative' to describe its sentiment:",
"atk_acc": 29.5,
"atk_prompt": "In the context of textual analysis, what classification is this phrase between 'positive' and 'negative'?",
"transfer_ori_acc": 27.981651376146786,
"transfer_atk_acc": 44.8394495412844
},
{
"dataset": "wnli",
"type": "translation",
"origin_acc": 67.61,
"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": 26.76,
"atk_prompt": "Using implication analysis, determine whether the given sentences have a cause-effect relationship and categorize them as 'entailment' or 'not_entailment'.",
"transfer_ori_acc": 33.80281690140845,
"transfer_atk_acc": 36.61971830985916
},
{
"dataset": "mmlu",
"type": "translation",
"origin_acc": 64.0,
"origin_prompt": "In relation to the multiple-choice question on {}, please provide the accurate answer by choosing 'A', 'B', 'C', or 'D'.",
"atk_acc": 49.5,
"atk_prompt": "Choose the correct answer to the multiple-choice question below. Is '{}' an 'A', 'B', 'C', or 'D'.",
"transfer_ori_acc": 19.326241134751772,
"transfer_atk_acc": 19.680851063829788
}
] |