Task Incremental Learning on 4GLUE (test)
72.71AccuracyCTR
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CTRModel=Adapter-BERT2024.12 | 72.71 | 66.42 | |
| NCLModel=BERT (frozen)2024.12 | 71.9 | 69.1 | |
| DER++Model=BERT (frozen)2024.12 | 70.64 | 68.68 | |
| DKVB-NP OracleModel=BERT (frozen)2024.12 | 69.65 | 68.92 | |
| DKVB-NP GenericModel=BERT (frozen)2024.12 | 68.79 | 65.37 | |
| NCLModel=Adapter-BERT2024.12 | 68.74 | 63.86 | |
| OWMModel=BERT (frozen)2024.12 | 67.54 | 61.9 | |
| EWCModel=BERT (frozen)2024.12 | 66.54 | 58.26 | |
| NCLModel=BERT2024.12 | 62.12 | 58.29 | |
| DKVB-P GenericModel=BERT (frozen)2024.12 | 61.4 | 54.76 | |
| DKVB-P IncrementalModel=BERT (frozen)2024.12 | 58.77 | 51.02 | |
| DKVB-P OracleModel=BERT (frozen)2024.12 | 58.65 | 51.81 | |
| DKVB-NP IncrementalModel=BERT (frozen)2024.12 | 58.12 | 50.14 |