Dialogue on MULTIWOZ 2.1

Metric: MultiWOZ (Success) (higher is better)

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#	Model↕	MultiWOZ (Success)▼	Extra Data	Paper	Date↕	Code
1	GALAXY	86.2	No	GALAXY: A Generative Pre-trained Model for Task-...	2021-11-29	Code
2	AuGPT	72.9	Yes	AuGPT: Auxiliary Tasks and Data Augmentation for...	2021-02-09	Code
3	SimpleTOD	70.5	No	A Simple Language Model for Task-Oriented Dialogue	2020-05-02	Code
4	LABES-S2S	67.1	No	A Probabilistic End-To-End Task-Oriented Dialog ...	2020-09-17	Code

#1GALAXYSOTA
86.2
MultiWOZ (Success)· 2021-11-29
GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-Supervised Learning and Explicit Policy Injection Code
#2AuGPTSOTA
72.9
MultiWOZ (Success)· Extra Data· 2021-02-09
AuGPT: Auxiliary Tasks and Data Augmentation for End-To-End Dialogue with Pre-Trained Language Models Code
#3SimpleTODSOTA
70.5
MultiWOZ (Success)· 2020-05-02
A Simple Language Model for Task-Oriented Dialogue Code
#4LABES-S2S
67.1
MultiWOZ (Success)· 2020-09-17
A Probabilistic End-To-End Task-Oriented Dialog Model with Latent Belief States towards Semi-Supervised Learning Code