Continual Learning on WebNLP Length-5 sub-sampled (test)
75.09Accuracy (S2)MTL
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MTL2022.10 | 75.09 | 75.09 | 75.09 | 75.09 | |
| EXSSNET2022.10 | 74.78 | 74.72 | 74.71 | 74.73 | |
| SSNET2022.10 | 74.5 | 74.5 | 74.65 | 74.55 | |
| SupSup2022.10 | 74.01 | 74.04 | 74.18 | 74.08 | |
| IDBR2022.10 | 72.63 | 73.72 | 73.23 | 73.19 | |
| Regularization2022.10 | 72.28 | 73.03 | 72.92 | 72.74 | |
| AdaptBERT + Replay2022.10 | 69.3 | 67.91 | 71.98 | 69.73 | |
| Replay2022.10 | 68.25 | 70.52 | 70.24 | 69.67 | |
| Finetune2022.10 | 32.37 | 32.22 | 26.44 | 30.34 | |
| AdaptBERT2022.10 | 30.49 | 20.16 | 23.01 | 24.55 | |
| Random2022.10 | 7.14 | 7.14 | 7.14 | 7.14 |