Intent Clustering on BANKING 1.0 (test)
110K (Pred)BERT-DTC
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| BERT-DTCKnown class ratio=75%, K'=1542020.12 | 110 | 42.86 | |
| BERT-DTCKnown class ratio=50%, K'=1542020.12 | 71 | 7.79 | |
| DeepAlignedKnown class ratio=75%, K'=1542020.12 | 67 | 12.99 | |
| DeepAlignedKnown class ratio=25%, K'=1542020.12 | 66 | 14.29 | |
| DeepAlignedKnown class ratio=50%, K'=1542020.12 | 64 | 16.88 | |
| BERT-MCLKnown class ratio=75%, K'=1542020.12 | 58 | 24.68 | |
| BERT-MCLKnown class ratio=50%, K'=1542020.12 | 38 | 50.65 | |
| BERT-DTCKnown class ratio=25%, K'=1542020.12 | 37 | 51.95 | |
| BERT-MCLKnown class ratio=25%, K'=1542020.12 | 19 | 75.32 |