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ResearchFormerly WizWand

Class-Incremental Learning on ImageNet-R B0 Inc20 (test)

85.63Average Performance (A-bar)SPA
30.177244.573658.9773.3664May 13, 2026May 15, 2026May 18, 2026May 20, 2026May 23, 2026May 25, 2026May 28, 2026
Updated 5mo ago

Evaluation results

MethodLinks
SPABase Classes=0, Increment Size=202026.0585.6379.08
CLG-CBMBase Classes=0, Increment Size=202026.0584.6478.5
BOFABase Classes=0, Increment Size=202026.0584.5378.77
PROOFBase Classes=0, Increment Size=202026.0583.8478.4
NoFA-BCBase classes=0, Incremental step size=202026.0583.6177.75
ZS-CLIPBase Classes=0, Increment Size=202026.0583.3777.17
EASEBase classes=0, Incremental step size=202026.0581.7476.17
RAPFBase Classes=0, Increment Size=202026.0581.2670.48
SimpleCILBase Classes=0, Increment Size=202026.0581.0674.48
ACMapBase classes=0, Incremental step size=202026.0579.9474.28
CODABase classes=0, Incremental step size=202026.0577.9772.27
CODA-PromptBase Classes=0, Increment Size=202026.0577.6968.95
DualPromptBase Classes=0, Increment Size=202026.0576.2166.65
L2PBase Classes=0, Increment Size=202026.0575.9766.52
APERBase classes=0, Incremental step size=202026.0575.8267.95
L2PBase classes=0, Incremental step size=202026.0575.4669.77
ACILBase classes=0, Incremental step size=202026.0575.1768.4
DS-ALBase classes=0, Incremental step size=202026.0573.8868.13
DualPromptBase classes=0, Incremental step size=202026.0573.167.18
SimpleCILBase classes=0, Incremental step size=202026.0561.2654.55
Adapter-FTBase classes=0, Incremental step size=202026.0558.1752.39
LwFBase classes=0, Incremental step size=202026.0545.7234.17
FinetuneBase classes=0, Incremental step size=202026.0532.3122.78