JSTC: Travel Time Prediction with a Joint Spatial-Temporal Correlation Mechanism

Table 7

Comparison of time consumption of different models on all datasets.

Model	NYC		Chengdu		Xi’an
	Train	Test	Train	Test	Train	Test
	(1 epoch) sec	(1M trip) sec	(1 epoch) sec	(1M trip) sec	(1 epoch) sec	(1M trip) sec
ST-NN	157	122	110	102	114	107
TTE-Ensemble	214	155	119	117	122	115
FMA-ETA	221	218	124	120	137	126
STTNs	244	223	143	127	151	133
JSTC	253	229	168	129	170	136