Continual Learning on WebNLP Length-3 sub-sampled (test)
74.16Accuracy (S6)MTL
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MTL2022.10 | 74.16 | 74.16 | 74.16 | 74.16 | |
| SSNET2022.10 | 73.1 | 72.92 | 73.07 | 73.03 | |
| EXSSNET2022.10 | 72.67 | 72.99 | 73.24 | 72.97 | |
| SupSup2022.10 | 72.01 | 72.35 | 72.53 | 72.29 | |
| IDBR2022.10 | 71.8 | 72.72 | 73.08 | 72.53 | |
| Regularization2022.10 | 71.5 | 70.88 | 72.93 | 71.77 | |
| Replay2022.10 | 69.32 | 70.25 | 71.31 | 70.29 | |
| AdaptBERT + Replay2022.10 | 66.12 | 69.15 | 71.62 | 68.96 | |
| Finetune2022.10 | 25.79 | 36.56 | 41.01 | 34.45 | |
| AdaptBERT2022.10 | 24.48 | 31.08 | 26.67 | 27.41 | |
| Random2022.10 | 10 | 10 | 10 | 10 |