Open Intent Classification on BANKING 50% known classes (test)
86.54AccuracyADB
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ADBBackbone=BERT2020.12 | 86.54 | 85.05 | |
| DeepUnkBackbone=BERT2020.12 | 83.35 | 82.16 | |
| OpenMaxBackbone=BERT2020.12 | 80.11 | 80.56 | |
| ADBBackbone=BERT2020.12 | 78.86 | 80.9 | |
| DOCBackbone=BERT2020.12 | 77.16 | 78.26 | |
| DeepUnkBackbone=BERT2020.12 | 72.73 | 77.53 | |
| OpenMaxBackbone=BERT2020.12 | 65.31 | 74.24 | |
| DOCBackbone=BERT2020.12 | 64.81 | 73.12 | |
| MSPBackbone=BERT2020.12 | 62.96 | 70.41 | |
| MSPBackbone=BERT2020.12 | 59.73 | 71.18 |