Continual Learning on 20News
96.8Accuracy (CL)BERT MTL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BERT MTLDescription=Multi-task learning (max baseline), all tasks trained simultaneously2023.06 | 96.8 | 96.8 | |
| p-GateON 02023.06 | 95.9 | 96 | |
| n-GateON 02023.06 | 95.8 | 95.9 | |
| CTR2023.06 | 95.2 | 95.2 | |
| B-CL2023.06 | 95.1 | 95 | |
| HAT2023.06 | 93.5 | 92.9 | |
| LAMOL2023.06 | 66.1 | 45.7 | |
| BERT naiveDescription=Tasks trained sequentially2023.06 | 52.5 | 39.2 |