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Benchmarks
Generalized Intent Discovery on GID-MD v1 (test)
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98.32
IND Accuracy
End-to-End
92.6416
94.1158
95.59
97.0642
May 28, 2023
IND Accuracy
OOD Accuracy
OOD F1 Score
Overall Accuracy
Overall F1 Score
Updated 4d ago
Evaluation Results
Method
Method
Links
IND Accuracy
OOD Accuracy
OOD F1 Score
Overall Accuracy
Overall F1 Score
End-to-End
Backbone=bert-base-unc...
2023.05
98.32
91.92
92.46
95.78
95.73
DPL
Backbone=bert-base-unc...
2023.05
98.29
92.84
93
96.11
95.96
DeepAligned
Backbone=bert-base-unc...
2023.05
97.85
87.55
87.14
93.7
93.29
k-means
Backbone=bert-base-unc...
2023.05
97.26
73
72.66
87.56
87.08
DeepAligned-Mix
Backbone=bert-base-unc...
2023.05
92.86
81.7
83.3
88.12
87.42
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