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ResearchFormerly WizWand

Class Incremental Learning on OmniBenchmark

79.9Avg AccuracyRanPAC
59.41264.73170.0575.369Jul 5, 2023
Updated 8mo ago

Evaluation results

MethodLinks
RanPACNumber of tasks (T)=102023.0779.9
RanPACNumber of tasks (T)=52023.0779.6
RanPACNumber of tasks (T)=202023.0779.4
RanPACPhase Configuration=No Phase 12023.0778.2
NCMNumber of tasks (T)=52023.0775.1
AdaMNumber of tasks (T)=62023.0775
AdaMNumber of tasks (T)=102023.0774.5
NCMNumber of tasks (T)=102023.0774.2
AdaMNumber of tasks (T)=202023.0773.5
NCMPhase Configuration=No Phase 12023.0773.2
NCMNumber of tasks (T)=202023.0773
DualPromptNumber of tasks (T)=62023.0769.4
L2PNumber of tasks (T)=62023.0767.1
DualPromptNumber of tasks (T)=102023.0765.5
L2PNumber of tasks (T)=102023.0764.7
DualPromptNumber of tasks (T)=202023.0764.4
L2PNumber of tasks (T)=202023.0760.2