Table 5 Performance comparison of... | Emerald Publishing

Table 5

Performance comparison of six-word embedding baseline models against outlier detection datasets

	Outlier detection datasets
	WordSim-500		8-8-8
	Accuracy	OPP	Accuracy	OPP
SGNS	11.25	83.66	57.81	84.96
CBOW	14.02	85.33	56.25	84.38
GloVe	15.09	85.74	50.0	84.77
FastText	10.68	82.16	57.81	84.38
ngram2vec	10.64	82.83	59.38	86.52
Dict2vec	11.03	82.5	60.94	86.52

	Outlier detection datasets
	WordSim-500		8-8-8
	Accuracy	OPP	Accuracy	OPP
SGNS	11.25	83.66	57.81	84.96
CBOW	14.02	85.33	56.25	84.38
GloVe	15.09	85.74	50.0	84.77
FastText	10.68	82.16	57.81	84.38
ngram2vec	10.64	82.83	59.38	86.52
Dict2vec	11.03	82.5	60.94	86.52