Continual Learning on Long Sequence Order 2
84.86Average Performance (AP)FPP + SABER-L
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FPP + SABER-LBackbone=LLaMA-2-7B2026.05 | 84.86 | 2.11 | |
| FPP + SABER-PBackbone=LLaMA-2-7B2026.05 | 83.98 | 1.95 | |
| SHLPTBackbone=LLaMA-2-7B2026.05 | 80.65 | -0.15 | |
| FPP + SABER-PBackbone=T5-Large2026.05 | 80.21 | 2.15 | |
| FPP + SABER-LBackbone=T5-Large2026.05 | 79.94 | 3.12 | |
| SPA + SABER-PBackbone=LLaMA-2-7B2026.05 | 79.84 | 1.94 | |
| SPA + SABER-LBackbone=LLaMA-2-7B2026.05 | 79.34 | 1.33 | |
| SAPTBackbone=LLaMA-2-7B2026.05 | 78.98 | -0.85 | |
| SPA + SABER-PBackbone=T5-Large2026.05 | 78.68 | 1.29 | |
| SPA + SABER-LBackbone=T5-Large2026.05 | 78.17 | 1.65 | |
| SAPTBackbone=T5-Large2026.05 | 77.54 | -0.65 | |
| ProgPromptBackbone=LLaMA-2-7B2026.05 | 77.33 | -0.12 | |
| SHLPTBackbone=T5-Large2026.05 | 76.87 | -0.34 | |
| CODA PromptBackbone=T5-Large2026.05 | 75.95 | -0.65 | |
| ProgPromptBackbone=T5-Large2026.05 | 74.3 | -0.37 | |
| LFPTBackbone=LLaMA-2-7B2026.05 | 71.87 | -0.56 | |
| LFPT5Backbone=T5-Large2026.05 | 67.64 | -0.53 | |
| ReplayBackbone=LLaMA-2-7B2026.05 | 59.98 | -21.09 | |
| L2PBackbone=T5-Large2026.05 | 59.87 | -0.83 | |
| ReplayBackbone=T5-Large2026.05 | 53.5 | -17.18 |