Intent Classification on FSC (val)
97.8AccuracyVQ-BERT + DS2 + PT-KD + FT-KD + AM-PT + DA
Evaluation results
| Method | Links | |
|---|---|---|
| VQ-BERT + DS2 + PT-KD + FT-KD + AM-PT + DATraining data=Full2020.10 | 97.8 | |
| Price [17] + DA + AM-PT + DATraining data=Full2020.10 | 96.6 | |
| VQ-BERT + DS2 + PT-KD + FT-KD + AM-PTTraining data=Full2020.10 | 96.4 | |
| VQ-BERT + DS2 + PT-KD + FT-KDTraining data=Full2020.10 | 96.2 | |
| VQ-BERT + DS2 + PT-KD + FT-KD + AM-PT + DATraining data=10%2020.10 | 96.2 | |
| Price [17] + DA + AM-PTTraining data=Full2020.10 | 94.8 | |
| Price [17] + DATraining data=Full2020.10 | 94.4 | |
| VQ-BERT + DS2 + PT-KD + FT-KD + AM-PTTraining data=10%2020.10 | 94.3 | |
| VQ-BERT + DS2 + PT-KDTraining data=Full2020.10 | 94.1 | |
| VQ-BERT + DS2 + PT-KD + FT-KDTraining data=10%2020.10 | 93.3 | |
| VQ-BERT + DS2Training data=Full2020.10 | 93.1 | |
| Price [17]Training data=Full2020.10 | 92.5 | |
| VQ-BERT + DS2 + PT-KDTraining data=10%2020.10 | 90.7 | |
| VQ-BERT + DS2Training data=10%2020.10 | 87.3 |