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Dialogue State Tracking on MultiWOZ 16th cross-dataset task 2.4
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42.84
JGA (Attraction)
RoS
7.0224
16.3212
25.62
34.9188
Aug 19, 2024
JGA (Attraction)
JGA (Restaurant)
JGA (Train)
Average JGA
Updated 4d ago
Evaluation Results
Method
Method
Links
JGA (Attraction)
JGA (Restaurant)
JGA (Train)
Average JGA
RoS
Backbone=LLaMA-7B, Zer...
2024.08
42.84
59.94
25.57
42.78
Fine-tune
Backbone=LLaMA-7B, Zer...
2024.08
40.47
52.73
18.75
37.32
RoS
Backbone=T5-small, Zer...
2024.08
15.74
24.07
4.05
14.62
CPT
Backbone=T5-base, Zero...
2024.08
10.05
19.37
3.34
10.92
Fine-tune
Backbone=T5-small, Zer...
2024.08
8.4
12.87
2.94
8.07
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