Clustering on SNIPS (test)
89.3NMICDAC+
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CDAC+Learning Setting=Semi-supervised, Backbone=BERT2019.11 | 89.3 | 86.82 | 93.63 | |
| DECLearning Setting=Unsupervised2019.11 | 84.62 | 82.32 | 91.59 | |
| DACLearning Setting=Unsupervised2019.11 | 79.97 | 69.17 | 76.29 | |
| SAE-KMLearning Setting=Unsupervised2019.11 | 78.24 | 74.66 | 87.88 | |
| BERT-SemiLearning Setting=Semi-supervised, Backbone=BERT2019.11 | 75.95 | 69.08 | 78 | |
| BERT-KCLLearning Setting=Semi-supervised, Backbone=BERT2019.11 | 75.16 | 61.9 | 63.88 | |
| PCK-meansLearning Setting=Semi-supervised2019.11 | 74.85 | 71.87 | 86.92 | |
| KMLearning Setting=Unsupervised, Backbone=GloVe2019.11 | 71.42 | 67.62 | 84.36 | |
| AGLearning Setting=Unsupervised, Backbone=GloVe2019.11 | 71.03 | 58.52 | 75.54 | |
| DCNLearning Setting=Unsupervised2019.11 | 58.64 | 42.81 | 57.45 | |
| BERT-KMLearning Setting=Unsupervised, Backbone=BERT2019.11 | 52.11 | 43.73 | 70.29 |