Task Incremental Learning on 4GLUE
21.3Average Backward Transfer (BWT)DKVB-NP Incremental
Evaluation Results
| Method | Links | |
|---|---|---|
| DKVB-NP IncrementalModel=BERT (frozen)2024.12 | 21.3 | |
| DKVB-P IncrementalModel=BERT (frozen)2024.12 | 20.99 | |
| DKVB-P OracleModel=BERT (frozen)2024.12 | 20.56 | |
| NCLModel=BERT2024.12 | 20 | |
| NCLModel=Adapter-BERT2024.12 | 16.05 | |
| DKVB-P GenericModel=BERT (frozen)2024.12 | 16 | |
| EWCModel=BERT (frozen)2024.12 | 10.84 | |
| OWMModel=BERT (frozen)2024.12 | 8.23 | |
| DKVB-NP GenericModel=BERT (frozen)2024.12 | 7.97 | |
| DKVB-NP OracleModel=BERT (frozen)2024.12 | 7.22 | |
| DER++Model=BERT (frozen)2024.12 | 7.05 | |
| NCLModel=BERT (frozen)2024.12 | 6.7 | |
| CTRModel=Adapter-BERT2024.12 | 6.19 |