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Benchmarks
Spoken Language Understanding on MixSNIPS
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98.4
Intent Accuracy
SSRAN
94.968
95.859
96.75
97.641
Nov 22, 2022
Intent Accuracy
Slot F1
Overall Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Intent Accuracy
Slot F1
Overall Accuracy
SSRAN
Scope Recognizer=true,...
2022.11
98.4
95.8
77.5
SSRAN w/o Auxiliary Tasks
Auxiliary Tasks=false
2022.11
97.6
95.4
77.2
SSRAN w/o SR
Scope Recognizer=false
2022.11
96.9
95.4
76.7
SSRAN w/o RAN
Result Attention Netwo...
2022.11
96.9
93.9
75.1
Stack-Propagation
2022.11
96
94.2
72.9
GL-GIN
2022.11
95.6
94.9
75.4
LR-Transformer
2022.11
95.6
94.4
74.9
Basic model
Scope Recognizer=false...
2022.11
95.2
94.2
73.2
Joint Multiple ID-SF
2022.11
95.1
90.6
62.9
AG-IF
2022.11
95.1
94.2
74.2
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