Table 1: 

The multi-domain DST evaluation results on the MultiWOZ 2.1 dataset. The ReDST_GRU method achieves the highest joint accuracy.

ModelJoint Acc
predefined ontology FJST 0.378 
HJST 0.356 
HyST 0.381 
DST-Picklist 0.533 
SST 0.552 
 
open-vocabulary DST Reader 0.364 
TRADE 0.453 
TRADE w/o gate 0.411 
SOM 0.525 
ReDST_MLP 0.511 
ReDST_GRU 0.532 
ModelJoint Acc
predefined ontology FJST 0.378 
HJST 0.356 
HyST 0.381 
DST-Picklist 0.533 
SST 0.552 
 
open-vocabulary DST Reader 0.364 
TRADE 0.453 
TRADE w/o gate 0.411 
SOM 0.525 
ReDST_MLP 0.511 
ReDST_GRU 0.532 
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