Generalized Intent Discovery on GID-CD v1 (test)
98.37IND ACCDPL
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DPLBackbone=bert-base-uncased, OOD ratio=40%2023.05 | 98.37 | 82.4 | 82.37 | 91.98 | 91.85 | |
| End-to-EndBackbone=bert-base-uncased, OOD ratio=40%2023.05 | 98 | 79.19 | 79.06 | 90.46 | 90.28 | |
| DeepAlignedBackbone=bert-base-uncased, OOD ratio=40%2023.05 | 97.85 | 78.55 | 77.81 | 90.12 | 89.68 | |
| k-meansBackbone=bert-base-uncased, OOD ratio=40%2023.05 | 97.7 | 61.67 | 60.43 | 83.2 | 82.3 | |
| DeepAligned-MixBackbone=bert-base-uncased, OOD ratio=40%2023.05 | 97.33 | 72.41 | 71.54 | 87.36 | 86.21 |