遇见数据集

Instance test: SlimageNet64.

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Accuracy is shown in %, as mean ± standard deviation across 5 random seeds. n-way = 1 for all experiments, to restrict distinguishing between similar instances of a single class. In the instance test, k-shot translates to the size of the support set. It is 1-shot in the sense that each instance is only shown once. NI, number of instances = 20 for all the experiments.

准确率以百分比形式呈现,结果为5次随机种子实验下的均值±标准差。所有实验均采用N路分类(n-way)=1的设置,以限定模型仅区分同一类别下的相似样本。在实例测试中,k-shot指代支持集(support set)的规模;本次实验采用单样本(1-shot)设置,即每个实例仅被展示一次。所有实验的实例数量(number of instances,缩写为NI)均为20。

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2024-07-05
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