Dialogue on MULTIWOZ 2.1

Metric: MultiWOZ (Inform) (higher is better)

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#	Model↕	MultiWOZ (Inform)▼	Extra Data	Paper	Date↕	Code
1	GALAXY	95.3	No	GALAXY: A Generative Pre-trained Model for Task-...	2021-11-29	Code
2	AuGPT	91.4	Yes	AuGPT: Auxiliary Tasks and Data Augmentation for...	2021-02-09	Code
3	SimpleTOD	85	No	A Simple Language Model for Task-Oriented Dialogue	2020-05-02	Code
4	LABES-S2S	78.1	No	A Probabilistic End-To-End Task-Oriented Dialog ...	2020-09-17	Code

#1GALAXYSOTA
95.3
MultiWOZ (Inform)· 2021-11-29
GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-Supervised Learning and Explicit Policy Injection Code
#2AuGPTSOTA
91.4
MultiWOZ (Inform)· Extra Data· 2021-02-09
AuGPT: Auxiliary Tasks and Data Augmentation for End-To-End Dialogue with Pre-Trained Language Models Code
#3SimpleTODSOTA
85
MultiWOZ (Inform)· 2020-05-02
A Simple Language Model for Task-Oriented Dialogue Code
#4LABES-S2S
78.1
MultiWOZ (Inform)· 2020-09-17
A Probabilistic End-To-End Task-Oriented Dialog Model with Latent Belief States towards Semi-Supervised Learning Code