Continual Learning on SuperNI (Order 2)
49.26APFPP + SABER-P
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FPP + SABER-PBackbone=LLaMA-2-7B2026.05 | 49.26 | 1.98 | |
| SPA + SABER-PBackbone=LLaMA-2-7B2026.05 | 47.65 | 0.97 | |
| FPP + SABER-PBackbone=T5-Large2026.05 | 47.43 | 2.32 | |
| SAPTBackbone=LLaMA-2-7B2026.05 | 47.42 | -0.43 | |
| FPP + SABER-LBackbone=LLaMA-2-7B2026.05 | 47.1 | 0.12 | |
| SHLPTBackbone=LLaMA-2-7B2026.05 | 46.97 | -0.33 | |
| SPA + SABER-LBackbone=LLaMA-2-7B2026.05 | 46.87 | 1.13 | |
| SPA + SABER-LBackbone=T5-Large2026.05 | 46.12 | 1.14 | |
| FPP + SABER-LBackbone=T5-Large2026.05 | 45.75 | 2.88 | |
| SPA + SABER-PBackbone=T5-Large2026.05 | 45.13 | 1.45 | |
| SHLPTBackbone=T5-Large2026.05 | 44.32 | -0.2 | |
| ProgPromptBackbone=LLaMA-2-7B2026.05 | 43.98 | -0.17 | |
| CODA PromptBackbone=T5-Large2026.05 | 42.76 | -0.87 | |
| SAPTBackbone=T5-Large2026.05 | 41.21 | -0.98 | |
| ReplayBackbone=LLaMA-2-7B2026.05 | 40.23 | -23.32 | |
| ProgPromptBackbone=T5-Large2026.05 | 39.32 | -0.21 | |
| LFPTBackbone=LLaMA-2-7B2026.05 | 38.95 | -0.67 | |
| LFPT5Backbone=T5-Large2026.05 | 35.98 | -0.43 | |
| ReplayBackbone=T5-Large2026.05 | 35.7 | -16.42 | |
| L2PBackbone=T5-Large2026.05 | 13.84 | -1.65 |