Continual Learning on Long Sequence (FWT Orders)
1.85FWT (Order 1)SAPT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SAPTBackbone=T5-Large2026.05 | 1.85 | 2.87 | |
| SHLPTBackbone=T5-Large2026.05 | 0.62 | 0.67 | |
| CODA PromptBackbone=T5-Large2026.05 | 0.38 | 0.46 | |
| ReplayBackbone=T5-Large2026.05 | 0.28 | 0.76 | |
| SABER-SPABackbone=T5-Large2026.05 | 0.12 | 0.34 | |
| SABER-FPPBackbone=T5-Large2026.05 | -0.65 | -0.32 | |
| LFPT5Backbone=T5-Large2026.05 | -1.14 | -0.48 | |
| L2PBackbone=T5-Large2026.05 | -2.32 | -1.66 | |
| ProgPromptBackbone=T5-Large2026.05 | -4.14 | -5.58 |