Deep Hierarchical Representation from Classifying Logo-405

Table 3

The comparison between different strategies at their best performance.

FTAN	FTAN + kNN	FTAN + RF	FTAN + SVM
77.9084	83.3292	83.9748	92.4142
FTGN	FTGN + kNN	FTGN + RF	FTGN + SVM
82.3639	87.7491	85.2070	91.0578
FTVGG	FTVGG + kNN	FTVGG + RF	FTVGG + SVM
84.9192	92.6811	92.9046	95.9215
FTRN	FTRN + kNN	FTRN + RF	FTRN + SVM
85.3234	85.3964	82.4291	89.3848
	GFBR + kNN	GFBR + RF	GFBR + SVM
	18.1854	34.7383	22.9685
	LFBR + kNN	LFBR + RF	LFBR + SVM
	37.8982	51.8752	65.846