Domain Incremental Learning on DSC
6.24Average Backward Transfer (BWT)DKVB-P Generic
Evaluation results
| Method | Links | |
|---|---|---|
| DKVB-P GenericModel=BERT (frozen)2024.12 | 6.24 | |
| DKVB-P IncrementalModel=BERT (frozen)2024.12 | 4.88 | |
| DKVB-NP IncrementalModel=BERT (frozen)2024.12 | 3.06 | |
| DKVB-NP GenericModel=BERT (frozen)2024.12 | 1.17 | |
| DKVB-P OracleModel=BERT (frozen)2024.12 | 1.02 | |
| DKVB-NP OracleModel=BERT (frozen)2024.12 | 0.88 | |
| DER++Model=BERT (frozen)2024.12 | 0.58 | |
| CTRModel=Adapter-BERT2024.12 | 0.49 | |
| NCLModel=Adapter-BERT2024.12 | 0.39 | |
| NCLModel=BERT2024.12 | 0.29 | |
| OWMModel=BERT (frozen)2024.12 | 0.26 | |
| NCLModel=BERT (frozen)2024.12 | 0.1 | |
| EWCModel=BERT (frozen)2024.12 | 0.06 |