Intent Discovery on ATIS (OOD)
89.01Accuracyk-PCA + HDBSCAN
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| k-PCA + HDBSCANBackbone=BERT-base2023.03 | 89.01 | 63.68 | 74.94 | |
| Deep Aligned ClusteringBackbone=BERT-base2023.03 | 19.02 | 25.31 | 5.58 |
Loading the SOTA2 catalog…
| Method | Links | |||
|---|---|---|---|---|
| k-PCA + HDBSCANBackbone=BERT-base2023.03 | 89.01 | 63.68 | 74.94 | |
| Deep Aligned ClusteringBackbone=BERT-base2023.03 | 19.02 | 25.31 | 5.58 |