Continual Learning on decaNLP (WOZ, QA-SRL, SST, WikiSQL, SQuAD reversed order) (test)
78.2Average ScoreLAMOL
Evaluation Results
| Method | Links | |
|---|---|---|
| LAMOLsampling_strategy=REAL, gamma=0.22019.09 | 78.2 | |
| LAMOLsampling_strategy=TASK, gamma=0.22019.09 | 76.9 | |
| Multitaskedtraining_mode=Simultaneous training2019.09 | 76.6 | |
| LAMOLsampling_strategy=REAL, gamma=0.052019.09 | 75.9 | |
| LAMOLsampling_strategy=TASK, gamma=0.052019.09 | 75.3 | |
| LAMOLsampling_strategy=GEN, gamma=0.22019.09 | 73 | |
| LAMOLsampling_strategy=GEN, gamma=0.052019.09 | 63.2 | |
| Fine-tunedtraining_mode=Sequential fine-tuning2019.09 | 45.4 | |
| MAStraining_mode=Regularization-based2019.09 | 44.7 |