Clustering on DBPedia (test)
94.74NMICDAC+
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CDAC+Learning Setting=Semi-supervised, Backbone=BERT2019.11 | 94.74 | 89.41 | 91.66 | |
| BERT-SemiLearning Setting=Semi-supervised, Backbone=BERT2019.11 | 86.35 | 72.49 | 75.31 | |
| BERT-KCLLearning Setting=Semi-supervised, Backbone=BERT2019.11 | 83.16 | 61.03 | 60.62 | |
| PCK-meansLearning Setting=Semi-supervised2019.11 | 79.76 | 71.27 | 83.11 | |
| DACLearning Setting=Unsupervised2019.11 | 75.37 | 56.3 | 63.96 | |
| KMLearning Setting=Unsupervised, Backbone=GloVe2019.11 | 67.26 | 49.93 | 61 | |
| AGLearning Setting=Unsupervised, Backbone=GloVe2019.11 | 65.63 | 43.92 | 56.07 | |
| BERT-KMLearning Setting=Unsupervised, Backbone=BERT2019.11 | 60.87 | 26.6 | 36.14 | |
| SAE-KMLearning Setting=Unsupervised2019.11 | 59.7 | 31.72 | 50.29 | |
| DCNLearning Setting=Unsupervised2019.11 | 54.54 | 32.31 | 47.48 | |
| DECLearning Setting=Unsupervised2019.11 | 53.36 | 29.43 | 39.6 |