ResearchBenchmarksUnknown Intent Detection on CLINC150 25% seen classes (test)Follow88.44AccuracyDCLOOS63.469669.952376.43582.9177Jun 16, 2021Evaluation ResultsMethodMethodLinksAccuracyMacro F1DCLOOSEncoder=BERT-base-uncasedEncoder=BERT-base-uncased2021.0688.4480.73SoftmaxEncoder=BERT-base-uncasedEncoder=BERT-base-uncased2021.0676.567.74SEGEncoder=BERT-base-uncasedEncoder=BERT-base-uncased2021.0672.8665.44LMCLEncoder=BERT-base-uncasedEncoder=BERT-base-uncased2021.0668.5762.42MSPEncoder=BERT-base-uncasedEncoder=BERT-base-uncased2021.0666.651.2DOCEncoder=BERT-base-uncasedEncoder=BERT-base-uncased2021.0664.4344.6