ResearchBenchmarksUnknown Intent Detection on CLINC150 50% seen classes (test)Follow88.33AccuracyDCLOOS61.425268.410175.39582.3799Jun 16, 2021Evaluation ResultsMethodMethodLinksAccuracyMacro F1DCLOOSEncoder=BERT-base-uncasedEncoder=BERT-base-uncased2021.0688.3386.67SoftmaxEncoder=BERT-base-uncasedEncoder=BERT-base-uncased2021.0682.4782.86LMCLEncoder=BERT-base-uncasedEncoder=BERT-base-uncased2021.0678.6380.42SEGEncoder=BERT-base-uncasedEncoder=BERT-base-uncased2021.0677.0579.42MSPEncoder=BERT-base-uncasedEncoder=BERT-base-uncased2021.0668.6151.2DOCEncoder=BERT-base-uncasedEncoder=BERT-base-uncased2021.0662.4670.01