Generalized Intent Discovery on GID-SD v1 (test)
92.89IND ACCDPL
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DPLBackbone=bert-base-uncased, OOD ratio=40%2023.05 | 92.89 | 74.38 | 75.46 | 85.43 | 85.34 | |
| End-to-EndBackbone=bert-base-uncased, OOD ratio=40%2023.05 | 92.84 | 72.28 | 73.28 | 84.49 | 84.1 | |
| DeepAlignedBackbone=bert-base-uncased, OOD ratio=40%2023.05 | 91.72 | 69.11 | 69.72 | 82.57 | 82.1 | |
| k-meansBackbone=bert-base-uncased, OOD ratio=40%2023.05 | 90.38 | 62.34 | 62.44 | 78.99 | 78.32 | |
| DeepAligned-MixBackbone=bert-base-uncased, OOD ratio=40%2023.05 | 82.3 | 54.97 | 59.79 | 71.3 | 69.6 |