Intent Clustering on BANKING 2020 (full)
79.56NMIDeepAligned
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DeepAlignedSupervision type=Semi-supervised2020.12 | 79.56 | 53.64 | 64.9 | |
| BERT-DTCSupervision type=Semi-supervised2020.12 | 76.55 | 44.7 | 56.51 | |
| BERT-MCLSupervision type=Semi-supervised2020.12 | 75.68 | 47.43 | 61.14 | |
| BERT-KCLSupervision type=Semi-supervised2020.12 | 75.21 | 46.72 | 60.15 | |
| CDAC+Supervision type=Semi-supervised2020.12 | 72.25 | 40.97 | 53.83 | |
| DECSupervision type=Unsupervised2020.12 | 67.78 | 27.21 | 41.29 | |
| DCNSupervision type=Unsupervised2020.12 | 67.54 | 26.81 | 41.99 | |
| SAE-KMSupervision type=Unsupervised2020.12 | 63.79 | 22.85 | 38.92 | |
| AGSupervision type=Unsupervised2020.12 | 57.07 | 13.31 | 31.58 | |
| KMSupervision type=Unsupervised2020.12 | 54.57 | 12.18 | 29.55 | |
| PCK-meansSupervision type=Semi-supervised2020.12 | 48.22 | 16.24 | 32.66 | |
| DACSupervision type=Unsupervised2020.12 | 47.35 | 14.24 | 27.41 | |
| DeepClusterSupervision type=Unsupervised2020.12 | 41.77 | 8.95 | 20.69 |