ResearchBenchmarksUnknown Intent Detection on CLINC150 75% seen classes (test)Follow88.08AccuracyDCLOOS72.823276.784180.74584.7059Jun 16, 2021Evaluation ResultsMethodMethodLinksAccuracyMacro F1 ScoreDCLOOSEncoder=BERT-base-uncasedEncoder=BERT-base-uncased2021.0688.0889.43SoftmaxEncoder=BERT-base-uncasedEncoder=BERT-base-uncased2021.0686.2689.01LMCLEncoder=BERT-base-uncasedEncoder=BERT-base-uncased2021.0684.5988.21SEGEncoder=BERT-base-uncasedEncoder=BERT-base-uncased2021.0681.9286.57DOCEncoder=BERT-base-uncasedEncoder=BERT-base-uncased2021.0674.6378.63MSPEncoder=BERT-base-uncasedEncoder=BERT-base-uncased2021.0673.4181.81