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Benchmarks
Generalized Intent Discovery on GID-CD v1 (test)
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98.37
IND ACC
DPL
97.2884
97.5692
97.85
98.1308
May 28, 2023
IND ACC
OOD ACC
OOD F1
ALL ACC
ALL F1
Updated 4d ago
Evaluation Results
Method
Method
Links
IND ACC
OOD ACC
OOD F1
ALL ACC
ALL F1
DPL
Backbone=bert-base-unc...
2023.05
98.37
82.4
82.37
91.98
91.85
End-to-End
Backbone=bert-base-unc...
2023.05
98
79.19
79.06
90.46
90.28
DeepAligned
Backbone=bert-base-unc...
2023.05
97.85
78.55
77.81
90.12
89.68
k-means
Backbone=bert-base-unc...
2023.05
97.7
61.67
60.43
83.2
82.3
DeepAligned-Mix
Backbone=bert-base-unc...
2023.05
97.33
72.41
71.54
87.36
86.21
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