CLINC
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CLINCSMALL
0.121FPR
34
CLINCFULL
11.24FPR
34
CLINC (test)
94.53Accuracy
28
CLINC OOD (train)
6.11EER
27
Clinc150 (test)
96.35Accuracy
26
CLINC Full (test)
97.24AUROC
21
CLINC
96.87NMI
20
CLINC SMALL (test)
96.85AUROC
17
CLINC 10-shot (test)
94.84Accuracy
16
CLINC Movie IND OOD
3.7EER
16
CLINC
91Accuracy
15
CLINC150
0.903AUROC
14
CLINC full 2019
93.89NMI
13
CLINC-CreditCards OOS (test)
86.4AUC (10% Threshold)
12
CLINC 5-shot (test)
92.62Accuracy
12
CLINC Full (test)
97.31Accuracy
11
CLINC150
0.39ARI
10
Clinc150 (unsupervised)
72.49Accuracy
9
CLINC 1.0 (test)
195K Predicted
9
Clinc
97.8Best Accuracy
8
CLINC-150 v1 (test)
95.5Performance (α=0.10)
7
CLINC (I)
94.86NMI
6
CLINC
93.42Accuracy
6
CLINC150
86.61AUROC
4
Clinc150 (test)
0.021ECE
4