Trends

Publish Trend

We have counted the publication of the recent EToD papers to help everyone refer to it.

LeaderBoard

We offer visualized results of EToD papers on serveral widely used ToD datasets.

Combined Score of Modularly End-to-end Task-oriented Dialogue Results on MultiWOZ2.0

Modularly EToD Inform Success BLEU Combined Resources
Modularly EToD w\ PLMs Inform Success BLEU Combined Resources

Combind Score of Modularly End-to-end Task-oriented Dialogue Results on MultiWOZ2.1

Modularly EToD Inform Success BLEU Combined Resources
Modularly EToD w\ PLMs Inform Success BLEU Combined Resources

Entity F1 of Fully End-to-end Task-oriented Dialogue Results on MultiWOZ2.1

Model Name BLEU Entity F1 Res.F1 Att.F1 Hot.F1 Resources

Entity F1 of Fully End-to-end Task-oriented Dialogue Results on Standford Multi-domain Dataset

Model Name BLEU Entity F1 Sch.F1 Wea.F1 Nav.F1 Resources

Combined Score of Modularly End-to-end Task-oriented Dialogue Results on CamRest676 Dataset

Modularly EToD model performance on CamRest676. Match measures whether the selected entity at the end of each dialogue matches that was specified by the user. We show the combined score of each model, where Combined Score = (Match + Success F1) / 2 + BLEU.

Model Name Match Success F1 BLEU Combined Resources