Domain Incremental Learning on DSC (test)
88.73AccuracyCTR
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CTRModel=Adapter-BERT2024.12 | 88.73 | 87.98 | |
| NCLModel=Adapter-BERT2024.12 | 88.71 | 88.1 | |
| NCLModel=BERT2024.12 | 88.5 | 87.83 | |
| NCLModel=BERT (frozen)2024.12 | 87.42 | 86.58 | |
| EWCModel=BERT (frozen)2024.12 | 86.21 | 85.53 | |
| OWMModel=BERT (frozen)2024.12 | 86.06 | 85.28 | |
| DER++Model=BERT (frozen)2024.12 | 84.3 | 82.85 | |
| DKVB-NP OracleModel=BERT (frozen)2024.12 | 83.93 | 81.98 | |
| DKVB-NP GenericModel=BERT (frozen)2024.12 | 82.12 | 80.97 | |
| DKVB-P OracleModel=BERT (frozen)2024.12 | 81.18 | 80.47 | |
| DKVB-NP IncrementalModel=BERT (frozen)2024.12 | 80.99 | 79.58 | |
| DKVB-P IncrementalModel=BERT (frozen)2024.12 | 74.09 | 68.01 | |
| DKVB-P GenericModel=BERT (frozen)2024.12 | 71.71 | 57.75 |