Continual Learning on 6 domain-specific tasks
41.8T1Seq-Train
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Seq-Traintraining_mode=sequential training2026.01 | 41.8 | 31.1 | 20.1 | 14 | 4.4 | 10 | 20.23 | 35.5 | |
| EWCtraining_mode=sequential training2026.01 | 38.9 | 49.7 | 25.7 | 26.3 | 15.6 | 18 | 29.03 | 25.4 | |
| GEMtraining_mode=sequential training2026.01 | 35.1 | 42.7 | 15.5 | 13.8 | 8.5 | 9 | 20.76 | 30.1 | |
| SETAtraining_mode=sequential training2026.01 | 34.8 | 25 | 21 | 44.5 | 21 | 36.6 | 30.47 | 19.28 | |
| I-LoRAtraining_mode=sequential training2026.01 | 33.6 | 8.1 | 14.4 | 44.2 | 22.2 | 41.4 | 27.32 | 27.52 | |
| PPtraining_mode=sequential training2026.01 | 32 | 13.1 | 9.3 | 40.8 | 19.8 | 40.6 | 25.93 | 34.6 |