OOD Intent Detection on SNIPS (test)
92.32Macro F1BERT + VAE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| BERT + VAEBackbone=BERT-base2023.03 | 92.32 | 96.9 | |
| BERT + VAEbackbone=BERT2023.03 | 89.58 | 96.85 | |
| fasstext + LMCLEmbeddings=FastText2023.03 | 77.7 | 89.39 | |
| glove LMCLembeddings=GloVe2023.03 | 77.38 | 87.54 | |
| glove LMCLEmbeddings=GloVe2023.03 | 76.08 | 87.57 | |
| fasstext + LMCLembeddings=fasttext2023.03 | 74.08 | 89.38 | |
| BERT + ADBbackbone=BERT2023.03 | 71.93 | 73.31 | |
| BERT + ADBBackbone=BERT-base2023.03 | 62.79 | 73.35 | |
| fasstext + KLOOSEmbeddings=FastText2023.03 | 47.17 | 89.3 | |
| fasstext + KLOOSembeddings=fasttext2023.03 | 15.73 | 89.3 |