Generalized Intent Discovery on GID-MD v1 (test)
98.32IND AccuracyEnd-to-End
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| End-to-EndBackbone=bert-base-uncased, OOD ratio=40%2023.05 | 98.32 | 91.92 | 92.46 | 95.78 | 95.73 | |
| DPLBackbone=bert-base-uncased, OOD ratio=40%2023.05 | 98.29 | 92.84 | 93 | 96.11 | 95.96 | |
| DeepAlignedBackbone=bert-base-uncased, OOD ratio=40%2023.05 | 97.85 | 87.55 | 87.14 | 93.7 | 93.29 | |
| k-meansBackbone=bert-base-uncased, OOD ratio=40%2023.05 | 97.26 | 73 | 72.66 | 87.56 | 87.08 | |
| DeepAligned-MixBackbone=bert-base-uncased, OOD ratio=40%2023.05 | 92.86 | 81.7 | 83.3 | 88.12 | 87.42 |