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ResearchFormerly WizWand

Continual Learning on Long Sequence Order 2

84.86Average Performance (AP)FPP + SABER-L
52.245660.712869.1877.6472May 31, 2026
Updated 5mo ago

Evaluation results

MethodLinks
FPP + SABER-LBackbone=LLaMA-2-7B2026.0584.862.11
FPP + SABER-PBackbone=LLaMA-2-7B2026.0583.981.95
SHLPTBackbone=LLaMA-2-7B2026.0580.65-0.15
FPP + SABER-PBackbone=T5-Large2026.0580.212.15
FPP + SABER-LBackbone=T5-Large2026.0579.943.12
SPA + SABER-PBackbone=LLaMA-2-7B2026.0579.841.94
SPA + SABER-LBackbone=LLaMA-2-7B2026.0579.341.33
SAPTBackbone=LLaMA-2-7B2026.0578.98-0.85
SPA + SABER-PBackbone=T5-Large2026.0578.681.29
SPA + SABER-LBackbone=T5-Large2026.0578.171.65
SAPTBackbone=T5-Large2026.0577.54-0.65
ProgPromptBackbone=LLaMA-2-7B2026.0577.33-0.12
SHLPTBackbone=T5-Large2026.0576.87-0.34
CODA PromptBackbone=T5-Large2026.0575.95-0.65
ProgPromptBackbone=T5-Large2026.0574.3-0.37
LFPTBackbone=LLaMA-2-7B2026.0571.87-0.56
LFPT5Backbone=T5-Large2026.0567.64-0.53
ReplayBackbone=LLaMA-2-7B2026.0559.98-21.09
L2PBackbone=T5-Large2026.0559.87-0.83
ReplayBackbone=T5-Large2026.0553.5-17.18