OOD Intent Detection on ATIS (test)
79.38Macro F1BERT + VAE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| BERT + VAEbackbone=BERT2023.03 | 79.38 | 86.83 | |
| BERT + ADBbackbone=BERT2023.03 | 78.83 | 83.5 | |
| glove LMCLembeddings=GloVe2023.03 | 21.09 | 65.52 | |
| fasstext + LMCLembeddings=fasttext2023.03 | 18.94 | 61.54 | |
| fasstext + KLOOSembeddings=fasttext2023.03 | 5.72 | 57.72 |