OOD Intent Detection on Persian-ATIS standard (test)
79.03Macro F1BERT + VAE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| BERT + VAEBackbone=ParsBERT2023.03 | 79.03 | 79.67 | |
| BERT + VAEbackbone=BERT2023.03 | 79.03 | 79.68 | |
| BERT + ADBBackbone=ParsBERT2023.03 | 42.15 | 47.97 | |
| fasstext + KLOOSEmbeddings=FastText2023.03 | 35.03 | 55.7 | |
| BERT + ADBbackbone=BERT2023.03 | 25.51 | 40.73 | |
| fasstext + LMCLEmbeddings=FastText2023.03 | 17.81 | 18.45 | |
| glove LMCLEmbeddings=GloVe2023.03 | 9.99 | 10 | |
| fasstext + KLOOSembeddings=fasttext2023.03 | 6.23 | 54 | |
| fasstext + LMCLembeddings=fasttext2023.03 | 3.28 | 16.61 | |
| glove LMCLembeddings=GloVe2023.03 | 2.3 | 9.86 |