Road-Type Classification with Deep AutoEncoder

Table 10

Method comparisons using micro f1-score.

Method	Micro f1-score (%)
Raw features [2]	59
GCN [2]	58
GSAGE-MEAN [2]	62
GSAGE-MEANPOOL [2]	81
GSAGE-MAXPOOL [2]	80
GSAGE-LSTM [2]	81
GAT [2]	75
GIN [2]	78
GAIN [2]	81
DAE (proposed)	80

Bold values indicate the micro averaged f1-score obtained by our proposed method (DAE).