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ResearchFormerly WizWand

Continual Learning on SuperNI (Order 1)

49.48APSPA + SABER-P
12.913622.406831.941.3932May 31, 2026
Updated 5mo ago

Evaluation results

MethodLinks
SPA + SABER-PBackbone=LLaMA-2-7B2026.0549.482.18
SPA + SABER-LBackbone=LLaMA-2-7B2026.0549.212.75
FPP + SABER-PBackbone=LLaMA-2-7B2026.0548.652.13
FPP + SABER-LBackbone=LLaMA-2-7B2026.0547.121.9
SAPTBackbone=LLaMA-2-7B2026.0546.98-0.75
FPP + SABER-LBackbone=T5-Large2026.0546.081.9
FPP + SABER-PBackbone=T5-Large2026.0545.51.86
SPA + SABER-PBackbone=T5-Large2026.0545.211.22
SHLPTBackbone=LLaMA-2-7B2026.0544.97-0.45
SPA + SABER-LBackbone=T5-Large2026.0544.281.12
SHLPTBackbone=T5-Large2026.0543.87-0.11
SAPTBackbone=T5-Large2026.0543.76-0.54
CODA PromptBackbone=T5-Large2026.0542.34-0.98
ProgPromptBackbone=LLaMA-2-7B2026.0540.65-0.26
LFPTBackbone=LLaMA-2-7B2026.0538.88-0.98
ProgPromptBackbone=T5-Large2026.0538.84-0.27
ReplayBackbone=LLaMA-2-7B2026.0537.48-21.47
LFPT5Backbone=T5-Large2026.0536.43-0.32
ReplayBackbone=T5-Large2026.0533.65-14.2
L2PBackbone=T5-Large2026.0514.32-1.54