ResearchBenchmarksOpen Intent Classification on StackOverflow 75% known classes (test)Follow82.78AccuracyADB68.355272.100175.84579.5899Dec 18, 2020Evaluation ResultsMethodMethodLinksAccuracyF1 ScoreADBBackbone=BERTBackbone=BERT2020.1282.7885.99OpenMaxBackbone=BERTBackbone=BERT2020.1274.4279.78DeepUnkBackbone=BERTBackbone=BERT2020.1272.3378.28MSPBackbone=BERTBackbone=BERT2020.1272.1777.95DOCBackbone=BERTBackbone=BERT2020.1268.9175.06