Research Article

Knowledge Tracing via Attention Enhanced Encoder-Decoder

Table 3

Model performance comparison.

ModelDate set
Assist12Assist17Junyi

DKT0.717 [32]0.726 [33]0.814 [34]
DKVMN0.732 [34]0.707 [33]0.822 [34]
SAKT0.6910.734 [24]0.853
DKT-F0.722 [34]0.7290.840 [34]
DKT-DT0.7490.7210.741 [5]
TCN-KT0.7430.7320.758
AED-KT0.768 ± 0.0030.815 ± 0.0050.864 ± 0.004