Journal of Engineering and Applied Science

Table 3 Cluster comparison for task 1

From: SKZC: self-distillation and k-nearest neighbor-based zero-shot classification

	CIFAR-10			STL-10			ImageNet-10			CIFAR-100
	NMI	ACC	ARI	NMI	ACC	ARI	NMI	ACC	ARI	NMI	ACC	ARI
K-means	0.759	0.862	0.726	0.945	0.975	0.944	0.972	0.990	0.978	0.623	0.482	0.326
Agglomerative	0.722	0.742	0.632	0.930	0.964	0.924	0.958	0.981	0.958	0.622	0.472	0.308
CC	0.705	0.790	0.637	0.764	0.850	0.726	0.859	0.893	0.822	0.431	0.429	0.266
SKZC	0.909	0.962	0.919	0.976	0.991	0.981	0.983	0.994	0.987	0.801	0.818	0.677

The bold values represent the maximum values in the same row

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