Intent Discovery on SNIPS OOD
74.95Accuracyk-PCA + HDBSCAN
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| k-PCA + HDBSCANBackbone=BERT-base2023.03 | 74.95 | 45.47 | 59.23 | |
| Deep Aligned ClusteringBackbone=BERT-base2023.03 | 39.74 | 28.23 | 13.1 |
Loading the SOTA2 catalog…
| Method | Links | |||
|---|---|---|---|---|
| k-PCA + HDBSCANBackbone=BERT-base2023.03 | 74.95 | 45.47 | 59.23 | |
| Deep Aligned ClusteringBackbone=BERT-base2023.03 | 39.74 | 28.23 | 13.1 |